Strategic assessment of Italy’s doctoral remuneration, research workforce sustainability, international talent mobility, industrial technology absorption and long-term national competitiveness within the European research system.

Executive Summary — Bottom Line Up Front

Italy’s low doctoral remuneration represents a structural vulnerability in the relationship between public investment in advanced education, the retention of scientific talent and the country’s capacity to sustain research-intensive economic activity. The Eurodoc comparison for 2024–2025 places Italian annual gross doctoral remuneration at €16,243, against €55,557 in Germany, €58,014 in Denmark, €50,800 in Belgium, €49,675 in Switzerland, €36,708 in the Netherlands, €26,400 in France and €24,360 in Spain. These figures are not directly comparable measures of disposable income, but they expose a substantial difference in the financial conditions under which European countries recruit and support researchers.

The principal strategic risk is not international mobility itself. It is the possibility that persistently unattractive domestic conditions turn mobility into a one-directional transfer of publicly trained scientific capacity. This could weaken university research, reduce the supply of advanced expertise available to public research organisations and limit the ability of Italian firms to develop, adapt and commercialise sophisticated technologies.

The decisive institutional question is whether Italy can maintain a sufficiently attractive research career system to recover the economic and scientific benefits of its investment in advanced human capital. Remuneration, contractual protection, research infrastructure, career progression and industrial demand must therefore be assessed together. Improving one dimension without addressing the others may increase public expenditure without producing a corresponding improvement in national research capacity.

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Italy Is Financing Europe’s Researchers While Weakening Its Own Industrial Future

Italy’s doctoral remuneration crisis is no longer simply a university funding problem. It exposes a structural contradiction in the country’s economic policy: the state finances advanced scientific training while its research institutions and industrial system struggle to offer the salaries, career prospects and technologically sophisticated employment needed to retain the resulting expertise. The consequences extend from public expenditure to industrial competitiveness, artificial intelligence and Europe’s increasingly unequal distribution of scientific capabilities. Italy’s annual gross doctoral scholarship benchmark of €16,243 compares with €55,557 in Germany and €26,400 in France. Yet Rome’s problem cannot be solved by reproducing foreign remuneration levels. It must decide whether research is a recurring national productive investment or an educational expenditure whose economic returns can be captured elsewhere.

The €16,243 Figure Reveals a European Hierarchy Italy Cannot Ignore

The European Council of Doctoral Candidates and Junior Researchers, Eurodoc, published its comparative remuneration assessment on 17 September 2026. The figures expose a substantial disparity between Italy and several countries competing for advanced scientific talent. Against Italy’s annual gross doctoral remuneration of €16,243, Denmark reports €58,014, Germany €55,557, Belgium €50,800, Switzerland €49,675, the Netherlands €36,708, France €26,400 and Spain €24,360. Germany’s reported amount is 3.42 times the Italian benchmark; Denmark’s is 3.57 times. Even Spain offers approximately 50% more. These are not harmonised measures of purchasing power: employment status, taxation, social insurance and working-time arrangements differ, particularly where the German figure represents full-time-equivalent remuneration. But the comparison reveals an institutional hierarchy in the economic conditions offered to researchers entering scientific careers. Eurodoc, Remuneration of Doctoral Candidates Across Europe 2024–2025, September 2026.

Italy’s €16,243 benchmark derives from Ministerial Decree No. 247 of 23 February 2022. The amount is therefore rooted in a national funding framework, rather than being merely a statistical estimate. Some universities have subsequently introduced improvements: the University of Milan established an annual gross scholarship of €18,400 for students entering through the forty-second doctoral cycle in academic year 2026–2027. But institution-specific adjustments do not eliminate the national disparity. They can instead produce a second competition inside Italy, where financially stronger universities improve recruitment conditions while institutions with fewer resources remain constrained. Ministero dell’Università e della Ricerca, DM 247/2022.

The significance is economic rather than symbolic. A researcher choosing between doctoral training and immediate employment compares current income, forgone earnings, financial independence and subsequent professional opportunities. When research income is comparatively weak, participation becomes more dependent on personal resources and tolerance for uncertainty. Italy risks selecting part of its future scientific workforce not solely through academic merit, but through the capacity to finance several years of restricted earnings.

Italy Trains Researchers Whose Professional Value Is Often Realised Abroad

The clearest evidence of this imbalance comes from ISTAT’s investigation published on 11 March 2026, examining doctorate holders who graduated in 2019 and 2021. Approximately 10% were living abroad in 2025, while 10.4% of employed respondents worked abroad. Germany accounted for 13.7% of foreign-resident doctorate holders, the United States for 13.2%, France for 11.8%, Switzerland for 11.5% and the United Kingdom for 10.2%. These five destinations represented approximately 60.4% of the foreign-resident group. International mobility is not automatically a national loss, but its economic drivers reveal why Italy’s domestic employment system deserves closer examination. ISTAT, L’inserimento professionale dei dottori di ricerca — Anno 2025, March 2026.

Among doctorate holders working abroad, 81.7% cited better opportunities to obtain employment suited to their qualifications, while 73.7% identified higher remuneration. The share citing the absence of employment opportunities in Italy declined from 57.5% in the earlier comparison to 45.3%. This is a decisive distinction. Researchers are not necessarily leaving because Italy offers no work. They are leaving because foreign employment more frequently offers a better combination of professional responsibility, remuneration and recognition of advanced qualifications.

The occupational evidence reinforces the finding. ISTAT reports that 59.6% of doctorate holders working abroad occupy jobs requiring a doctoral qualification, compared with 37.2% among those employed in Italy. The difference is 22.4 percentage points. Moreover, half of those working abroad earn more than €3,500 net monthly, compared with 7.4% of those working domestically. The average net monthly remuneration difference exceeds €1,500. Differences in living costs, occupations and professional seniority limit direct comparisons, but they do not erase the underlying issue: Italy’s domestic labour market offers fewer surveyed doctorate holders positions formally requiring the expertise they acquired. ISTAT, Professional Integration of Doctorate Holders, March 2026.

The public-finance consequence must be stated precisely. Financing doctoral education does not give the state ownership over graduates, and migration does not automatically erase the scientific value produced during training. Researchers abroad can maintain collaborations, transfer knowledge and eventually return. Nevertheless, when foreign organisations employ capabilities developed partly through Italian public expenditure, while domestic institutions cannot provide comparable opportunities, Italy may finance a portion of the human capital subsequently used by competing research systems. The magnitude of that transfer cannot be established from scholarship expenditure alone. Its mechanism is evident.

Universities Are Expanding Research While Smaller Firms Retreat

The more serious weakness appears when doctoral mobility is connected to Italy’s industrial research structure. ISTAT’s September 2026 assessment of research and development expenditure shows that Italy invested approximately €31 billion in R&D during 2024. University expenditure increased by 13.4%, public research institutions by 4.7%, and enterprise expenditure by 2.4%. But beneath the aggregate increase, small enterprises reduced research expenditure by 13.7% and medium-sized enterprises by 5.2%, while large companies increased spending by 6.4%. The result is a research economy in which scientific investment is expanding unevenly, and the industrial organisations capable of absorbing highly specialised personnel are increasingly concentrated. ISTAT, La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026.

The concentration is substantial. Enterprises performed approximately €18 billion of R&D in 2024, accounting for 56.6% of the national total. Large enterprises were responsible for 76% of business research expenditure, while multinational groups accounted for 82.2%, divided equally between Italian-controlled and foreign-controlled groups. Independent enterprises contributed only 6.1%. This does not imply that multinational investment generates little national value. It means that the ability to finance sustained scientific employment is concentrated within a limited corporate structure, leaving many smaller firms without comparable internal research functions.

The workforce figures expose the contradiction more sharply. Italy employed approximately 510,000 people in R&D activities in 2024, equivalent to around 352,000 full-time positions. University R&D personnel increased by 13.6% in full-time-equivalent terms, while enterprise research personnel declined by 5.9%. Business-sector researchers declined by 4.3% in full-time equivalents, against a 15.3% increase in university researchers. Universities are expanding their scientific workforce while enterprises collectively employ fewer people in research activities. ISTAT, Research and Development in Italy, September 2026.

This is the mechanism connecting doctoral compensation to industrial competitiveness. Raising the number of highly qualified researchers does not automatically create firms able to employ them. Italy’s production system includes advanced engineering and manufacturing capabilities, but many enterprises cannot individually sustain laboratories, specialist teams or long-term experimental programmes. Without research demand, university qualifications can become commercially underutilised. Without scientific personnel, industrial investment may remain dependent on technologies and expertise developed elsewhere.

Artificial Intelligence Exposes the Difference Between Buying Technology and Controlling It

Artificial intelligence makes the consequences of this imbalance particularly visible. According to the European Commission’s Digital Decade assessment, 8.2% of Italian enterprises used AI in 2024, against 13.48% across the European Union. By 2025, Italy’s adoption rate had risen to approximately 16.4%, compared with an EU average of 19.95%. Among large Italian enterprises, adoption reached approximately 53.09%, while the rate among SMEs was approximately 15.70%. Italy is accelerating, but the distribution of technological capability remains strongly influenced by enterprise size. European Commission, Italy 2025 Digital Decade Country Report, June 2025.

Adoption statistics, however, do not establish technological independence. A company may purchase an AI platform without possessing the expertise required to evaluate its reliability, adapt its models, maintain data quality or develop proprietary applications. In manufacturing, the difference can determine whether artificial intelligence becomes an internally controlled industrial capability or remains an externally supplied service. Researchers trained in mathematics, engineering, computer science and other advanced disciplines contribute not simply by operating technological systems, but by understanding their limitations and developing applications suited to specific production requirements.

Italy’s R&D expenditure profile demonstrates why this distinction matters. Engineering and technological research accounted for 55.6% of national research spending in 2024 and 83.3% of business R&D. The country’s industrial future therefore depends heavily on scientific capabilities embedded in engineering and production. Losing specialists, or failing to create domestic positions where their knowledge can be used, can constrain technological upgrading even when software, equipment and external computational services remain commercially available. ISTAT, La ricerca e sviluppo in Italia, September 2026.

The strategic distinction is between technological access and technological competence. Italy does not need to develop every technology independently. It does need sufficient specialised personnel to assess, integrate, improve and, where necessary, replace technologies on which important industrial activities depend. That capability cannot be secured through procurement alone.

The University Budget Cannot Absorb an Industrial Strategy by Itself

The fiscal constraint is substantial and politically unavoidable. The Ministry of University and Research established the 2026 Fondo di Finanziamento Ordinario at €9.415 billion under Ministerial Decree No. 982 of 29 July 2026. The increase over 2025 amounted to €25.6 million, approximately 0.27% of the total fund. These resources finance the wider university system, including teaching, personnel and research functions. They cannot be treated as an unrestricted reserve available for doctoral compensation. Ministero dell’Università e della Ricerca, FFO 2026, August 2026.

The arithmetic demonstrates the competing priorities. Increasing an annual gross doctoral scholarship from €16,243 to €20,000 would require an additional €3,757 per funded position annually, before related institutional obligations. For 1,000 simultaneously funded positions, that amounts to €3.757 million each year. Aligning the benchmark with France’s reported €26,400 would require €10,157 more per position, or €10.157 million annually for the same illustrative population. Higher remuneration without additional financing could force universities to reduce funded places, research budgets or other expenditure.

Italy has already created mechanisms intended to connect doctoral education with industrial demand. PNRR Mission 4, Component 2, Investment 3.3 envisaged 6,000 innovative doctoral scholarships over three years, using private co-financing and measures intended to encourage researcher employment. Ministerial Decrees No. 117/2023 and No. 630/2024 established implementing arrangements. The programmes recognise the problem: financing research training without creating industrial demand cannot guarantee that advanced qualifications become domestic productive capabilities. But planned scholarships, activated positions and permanent industrial employment are different outcomes. MUR, Investment 3.3 — Innovative Doctorates for Enterprises.

Italy’s research employment framework has also changed through Decree-Law No. 45 of 7 April 2025, converted by Law No. 79 of 5 June 2025, which introduced additional instruments for postdoctoral and research appointments. Such reforms may improve professional recognition, but contractual protections create costs that institutions must finance over the duration of employment. The central issue is not whether Italy possesses legal instruments. It is whether the university funding system, postdoctoral employment structure and industrial research programmes can sustain the same scientific careers without repeatedly transferring uncertainty to individual researchers. Law No. 240/2010, Article 22 — Italian Legislative Framework.

Europe Is Integrating Research, but Its Economic Returns Remain Nationally Unequal

The European research system provides opportunities for scientific mobility while preserving substantial differences in national investment. In 2024, Germany devoted €137.1 billion to R&D, equivalent to 3.17% of GDP. France invested €64.1 billion, or 2.18%, while the United Kingdom spent £79.4 billion, equivalent to 2.71%. Italy’s research intensity remained approximately 1.4%. The European Union as a whole invested €403.1 billion, with enterprises performing 66.5% of the total. Italy’s business-sector share was only 56.6%. Destatis, R&D Expenditure by Sector, 2024; INSEE, La recherche en France, October 2026; ONS, UK Gross Domestic R&D Expenditure, 2024.

These differences shape the range of research careers available within each economy. Germany’s industrial R&D expenditure reached €92.5 billion in 2024, France’s €42 billion and the United Kingdom’s £55.6 billion. Their research institutions and enterprises operate within larger or more research-intensive systems than Italy’s. The size of expenditure does not establish superior productivity per researcher, but it influences the financial capacity to maintain laboratories, recruit specialised personnel and sustain scientific programmes.

The European Union’s Council Recommendation of 18 December 2023 on attracting and retaining research, innovation and entrepreneurial talent recognises the importance of employment conditions, career progression and professional mobility. Yet European cooperation cannot eliminate national differences in university financing or industrial demand. The European Research Area enables knowledge to circulate, but it does not guarantee that the country financing a researcher’s education will capture a proportionate share of the resulting economic value. Council of the European Union, European Framework to Attract and Retain Research, Innovation and Entrepreneurial Talents, December 2023.

For Italy, this creates a conflict between European scientific integration and national industrial competitiveness. Researchers moving into better-funded foreign institutions may contribute to European knowledge production while weakening the domestic availability of particular capabilities. Conversely, international collaboration and return migration can benefit Italy. The difference depends on whether Italian universities, laboratories and enterprises remain sufficiently capable to participate in the research networks that employ those researchers.

The Next 24 Months Will Expose the Cost of Institutional Inaction

Between October 2026 and October 2028, Italy’s most consequential decisions will concern the financing of new doctoral cohorts, the implementation of revised research employment arrangements and the durability of university–industry programmes developed through the PNRR. The immediate risk is not a sudden disappearance of Italian scientific research. It is the continuation of a system in which universities generate advanced expertise while domestic employment conditions and industrial research demand remain insufficiently aligned.

Maintaining the existing arrangements would limit additional immediate expenditure, but leave researchers bearing the financial cost of low doctoral remuneration and uncertain progression. Universities would continue competing for talent with institutions offering stronger financial conditions. Enterprises lacking internal research capabilities would remain dependent on external expertise, while more research-intensive foreign economies could recruit specialists trained partly through Italian public resources. The effects would be uneven: large industrial groups and better-financed universities could adapt more readily than smaller firms and financially constrained institutions.

A general increase in scholarships would improve entry conditions but would not resolve the professional mismatch documented by ISTAT, including the 22.4-percentage-point difference between domestic and foreign jobs formally requiring doctoral qualifications. Conversely, stronger industrial recruitment without adequate university financing could weaken the institutions responsible for producing future researchers. Reform must therefore confront the cost of maintaining both a viable scientific training system and an employment market capable of using its output.

By October 2028, the earliest meaningful evidence will concern doctoral recruitment, acceptance rates, funding sustainability, postdoctoral transitions and continuing industrial research employment. The full effects on productivity and technological development will take longer to establish. But the distribution of immediate costs is already identifiable: researchers bear foregone earnings and career uncertainty; universities bear the pressure of competing financial obligations; firms without research capacity bear the limitations of their technological dependence; and public finances bear the risk of educating expertise whose subsequent productive contribution is realised predominantly elsewhere.

Italy’s decision is not whether to pay doctoral researchers as much as Denmark or Germany. It is whether to finance scientific human capital as part of a coherent national research and industrial system. Without that connection, the country can continue producing highly qualified researchers while leaving other economies better positioned to employ them.

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Navigational Index

Pillar I — Doctoral Remuneration and the Political Economy of Scientific Human Capital

• Chapter 1. Italy’s Position within the European Doctoral Research System: Compensation, Institutional Models and Comparative Attractiveness
• Chapter 2. The Economics of Research Careers: Living Costs, Opportunity Costs, Contractual Conditions and Professional Progression
• Chapter 3. International Scientific Mobility, Economically Driven Exit and the Erosion of Domestic Research Capacity

Pillar II — Industrial Innovation, Technological Sovereignty and the Allocation of Research Talent

• Chapter 4. The Transmission of Doctoral Human Capital into Universities, Public Research Institutions and Industrial R&D
• Chapter 5. Artificial Intelligence, Advanced Technologies and the Absorptive Capacity of Italian Industry
• Chapter 6. European Research Competition: Italy, Germany, France, the United Kingdom and the Distribution of Scientific Value

Pillar III — Institutional Design, Public Investment and Long-Term Strategic Competitiveness

• Chapter 7. The Fiscal and Economic Consequences of Publicly Financed Scientific Talent Migration
• Chapter 8. University Governance, Research Career Reform and the Integration of Industrial Policy
• Chapter 9. Strategic Scenarios, Institutional Trade-offs and Italy’s Five-Year Research Competitiveness Outlook
• Chapter 10. National Policy Choices, Implementation Constraints and Final Strategic Assessment

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The Central Sahel Crisis and Italy’s Strategic Exposure: Jihadist Fragmentation, Migration Pressure, Military Access and Geopolitical Competition

Master Abstract

The European competition for highly qualified researchers is increasingly a competition between institutional systems rather than simply between individual universities. Countries differ not only in the resources available to scientific institutions but also in the financial conditions, contractual protections and professional opportunities offered to those entering research careers. These differences influence where advanced human capital is formed, where it accumulates and ultimately where it contributes to scientific and industrial production. Italy’s position in this competition is particularly consequential because the country must reconcile its continuing need for technologically sophisticated industrial capabilities with a doctoral remuneration framework that compares unfavourably with those of several European research systems.

The comparative figures attributed to Eurodoc, and forming the basis of the Sky TG24 comparison identified in the present assessment, establish the starting point of this examination. Italy’s reported annual gross doctoral compensation of €16,243 stands substantially below Germany’s €55,557, Denmark’s €58,014, Belgium’s €50,800, Switzerland’s €49,675 and the Netherlands’ €36,708. The Italian figure is also below those reported for France and Spain, at €26,400 and €24,360 respectively. These are representative starting remuneration figures across different employment and scholarship arrangements, rather than harmonised measurements of net earnings. Germany’s full-time-equivalent figure, in particular, does not necessarily represent the actual earnings of doctoral candidates working under part-time contracts. The comparison consequently provides evidence of unequal institutional remuneration structures, not a definitive ranking of purchasing power.

The strategic significance of these differences emerges when remuneration is examined as one component of a wider human-capital allocation system. Doctoral researchers are simultaneously recipients of advanced education and contributors to the production of scientific knowledge. Their decisions to enter research, remain within a national research system or pursue opportunities abroad are shaped by the interaction between immediate income, living expenses, access to research infrastructure, contractual security and expectations of subsequent employment. Persistently weak remuneration can increase the financial costs associated with choosing research over other professional opportunities. When accompanied by uncertain career progression, it can also reduce the attractiveness of research before a doctoral programme has even begun.

This interaction creates a potential structural disadvantage for Italy that extends beyond the recruitment of doctoral candidates. The country may continue to invest public resources in university education and advanced scientific training while offering economic conditions that encourage some of the resulting expertise to accumulate elsewhere. International mobility can provide substantial benefits through scientific collaboration, knowledge transfer and return migration. The problem arises when departures are driven predominantly by domestic economic or professional constraints and when the national system lacks sufficient mechanisms to retain, recover or productively connect with the expertise developed abroad.

The distinction between mobility and permanent capability loss is therefore central. A researcher completing a doctorate in Italy and subsequently joining a foreign institution does not automatically represent a loss of national scientific value. That individual may maintain collaborative projects, participate in joint research programmes, facilitate technology transfer or eventually return with additional expertise. Conversely, when international professional trajectories become effectively detached from Italian institutions, the country may bear part of the cost of advanced human-capital formation without capturing a proportionate share of its subsequent productive contribution. The resulting asymmetry should not be interpreted as evidence that all outward scientific mobility is undesirable. It is a question of whether the national innovation system possesses the institutional capacity to participate meaningfully in the value generated by researchers it has helped train.

The cumulative effects would reach universities, public research organisations and firms through different but connected mechanisms. Within universities, sustained difficulty in attracting and retaining qualified doctoral researchers can weaken the continuity of research groups, reduce the accumulation of specialised expertise and complicate the development of long-term scientific programmes. Within public research institutions, similar pressures can affect the availability of personnel capable of maintaining sophisticated methodologies and contributing to technically demanding projects. The consequences for industry are less direct but potentially equally important, because firms depend not only on access to scientific discoveries but also on their capacity to understand, adapt and exploit them.

This is particularly relevant to artificial intelligence and other technologies whose industrial value depends on specialised human expertise. Purchasing advanced software, computational infrastructure or externally developed technologies does not necessarily provide an organisation with the ability to integrate them into production processes, evaluate their performance or develop proprietary applications. Those activities require researchers, engineers and technical specialists capable of working across scientific and industrial domains. A thinner domestic pool of doctoral-level expertise can therefore limit the ability of firms to absorb sophisticated technologies even when the technologies themselves remain commercially accessible.

The economic mechanism is one of complementarity. Research personnel, infrastructure, industrial investment and organisational capability produce greater value when they function together. Expanding investment in equipment, laboratories or digital infrastructure may yield weaker results if institutions and companies cannot recruit the specialists needed to exploit those assets. Conversely, improving research remuneration without expanding access to credible careers, well-equipped institutions and industrial research opportunities may attract candidates into doctoral programmes without ensuring that their expertise remains productively employed in Italy after graduation.

The strategic problem consequently extends beyond the absolute amount of public spending on doctoral compensation. It concerns the architecture through which investments in education and research are converted into durable national capabilities. The distinction is especially important when assessing the fiscal cost of reform. Higher doctoral remuneration would impose more immediate and readily identifiable expenditure on the institutions and public authorities responsible for financing research positions. The potential benefits, by contrast, would emerge through uncertain and longer-term changes in recruitment, retention, scientific productivity and industrial innovation. These benefits cannot be assumed to equal the additional expenditure, nor can their size be established from compensation comparisons alone.

The central policy trade-off is therefore between a readily measurable increase in current expenditure and the less immediately observable economic costs of insufficient investment in early-career scientific capacity. A system that maintains low expenditure per doctoral researcher may appear fiscally economical while transferring part of its costs into weaker recruitment, lost research continuity, foregone industrial applications or dependence on externally developed expertise. Whether those indirect costs outweigh the expenditure required to improve conditions is an empirical question requiring evidence on career outcomes, mobility patterns, institutional demand and the productivity of research investment.

The institutional risk becomes more serious if these mechanisms reinforce one another. Inadequate early-career conditions can make domestic research careers less attractive, narrowing the pool of researchers available to universities and firms. A weakened research base can then reduce opportunities for university–industry collaboration and diminish the capacity of domestic enterprises to undertake ambitious research projects. If the economic returns to research become less visible, the political and financial justification for expanding investment may weaken, perpetuating the original disadvantage. Such a cycle is not inevitable, but it identifies the conditions under which a remuneration problem can evolve into a structural competitiveness problem.

The comparison with Germany, France, Denmark, Belgium, Switzerland, the Netherlands and Spain demonstrates that Italy operates within a European market for scientific talent characterised by substantially different economic incentives. The United Kingdom must also be considered in the broader strategic assessment, although the supplied Eurodoc comparison does not provide a directly comparable British figure. The European research system permits considerable circulation of knowledge and expertise, but this circulation does not guarantee an equal distribution of its productive benefits. Countries offering more attractive research environments may be better positioned to accumulate internationally mobile expertise, while countries with weaker domestic conditions may find themselves increasingly dependent on external scientific and technological capabilities.

For Italy, the relevant strategic choice is neither the elimination of international mobility nor an isolated attempt to reproduce the highest European doctoral salaries. It is the construction of an institutional framework in which advanced scientific careers offer sufficient economic security, professional credibility and access to research opportunities to sustain a viable domestic research workforce. Such a framework would have to connect doctoral funding with university governance, research infrastructure, public-sector recruitment, industrial R&D demand and mechanisms for international scientific cooperation.

The available remuneration figures establish an important initial asymmetry, but they do not establish its realised effects on Italian migration, research productivity or industrial performance. Those effects require evidence on the destinations of doctoral graduates, their reasons for leaving, the proportion who subsequently return, the ability of Italian institutions and firms to recruit specialised personnel and the relationship between public research investment and subsequent economic outcomes. Without those observations, a numerical estimate of Italy’s human-capital losses would create an appearance of precision unsupported by the evidence.

Nevertheless, the strategic interpretation remains substantial. A country whose industrial future increasingly depends on advanced knowledge must consider whether its mechanisms for financing, employing and retaining the producers of that knowledge are consistent with its technological and economic objectives. Italy’s doctoral remuneration gap is therefore not merely a distributive issue within higher education. It is a potential indicator of a wider institutional imbalance between the public financing of advanced human-capital formation and the domestic conditions required to transform that investment into scientific, industrial and strategic capability.

Key Comparative Evidence

The following figures reproduce the eight-country remuneration comparison specified for the assessment. They are expressed as annual gross euro amounts and should not be interpreted as purchasing-power-equivalent salaries.

Country	Annual gross remuneration	Difference relative to Italy
Italy	€16,243	Baseline
Germany	€55,557	+€39,314
Denmark	€58,014	+€41,771
Belgium	€50,800	+€34,557
Switzerland	€49,675	+€33,432
Netherlands	€36,708	+€20,465
France	€26,400	+€10,157
Spain	€24,360	+€8,117

Source: Eurodoc, Remuneration of Doctoral Candidates Across Europe 2024–2025, published 17 September 2026. Differences calculated directly from the reported values. Employment status, taxation, social protection, contracted working time and living costs affect comparability.

Strategic Assessment and Decision Implications

The central conclusion emerging from the comparative evidence is that Italy’s research competitiveness cannot be assessed independently of the economic sustainability of research careers. Compensation, professional status and career progression influence the supply of specialised human capital available to the country, while the capacity to employ that human capital productively depends on the organisation of universities, public research institutions and private-sector innovation. These are not separate policy questions. They form a common institutional system whose performance ultimately determines whether public expenditure on advanced education becomes a lasting national productive asset.

A material adjustment of doctoral conditions would have immediate budgetary and organisational consequences. Raising remuneration without changing the overall resources allocated to doctoral education could require a reduction in funded positions or expenditure elsewhere, unless additional financing were provided. Expanding compensation and maintaining access simultaneously would require identifying sustainable sources of funding. Extending employment protections could also affect institutional obligations and the allocation of resources across different categories of research personnel. Such choices must be examined in relation to the broader objectives of university governance and national industrial policy rather than treated as isolated compensation decisions.

The effects of reform would also materialise at different speeds. Changes in the attractiveness of newly advertised doctoral positions may become observable earlier than changes in the domestic stock of experienced researchers. Improvements in completion rates, career continuity, international recruitment and industrial knowledge transfer would require longer observation. Consequently, the success of any reform should not be measured simply by the number of positions financed or the increase in nominal remuneration, but by whether the research system becomes more effective at attracting qualified candidates, supporting completion, sustaining scientific careers and connecting research expertise with productive opportunities.

A defensible assessment of such reforms requires longitudinal information on doctoral recruitment, completion, subsequent employment and international mobility, together with evidence on recruitment difficulties experienced by public institutions and research-intensive firms. It also requires distinguishing researchers who leave temporarily from those whose subsequent careers become permanently detached from Italy, and identifying whether improved conditions materially affect those outcomes. These observations would allow policymakers to determine which institutional constraints are most consequential and whether targeted interventions produce better results than uniform adjustments.

The strategic implication is that Italy faces a problem of institutional coordination rather than remuneration alone. If university funding, scientific career structures and industrial research demand remain insufficiently aligned, an increase in doctoral stipends may address an important barrier without resolving the underlying difficulty of retaining research capacity. Equally, industrial policies intended to promote advanced technological development may deliver limited results if the domestic supply of appropriately qualified researchers continues to weaken.

Italy’s long-term position within Europe will depend in part on whether it can develop an integrated system in which the formation of scientific talent is accompanied by credible opportunities to apply that talent domestically. The purpose of reform would not be to prevent researchers from leaving or to insulate national institutions from European competition. It would be to ensure that international scientific openness coexists with a sustainable domestic capacity for research, innovation and industrial technological development.

The principal decision for Italian institutions is therefore how to reconcile the cost of maintaining a competitive research workforce with the greater strategic exposure that may arise when publicly financed advanced human capital cannot be retained, attracted or productively mobilised within the national economy. The Eurodoc figures do not resolve that decision, but they establish the remuneration disparity from which a rigorous assessment must begin.

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PILLAR I — DOCTORAL REMUNERATION AND THE POLITICAL ECONOMY OF SCIENTIFIC HUMAN CAPITAL

Chapter 1. Italy’s Position within the European Doctoral Research System: Compensation, Institutional Models and Comparative Attractiveness

1.1. The European Market for Scientific Talent and Italy’s Structural Position

Italy’s position within the European research system reveals a contradiction that cannot be adequately explained by comparing university budgets or doctoral stipends in isolation. The country participates in an increasingly integrated scientific labour market in which universities, public research institutions, research-intensive enterprises and internationally connected technological ecosystems compete for individuals possessing highly specialised intellectual capabilities. Yet the financial and institutional conditions offered to doctoral researchers differ substantially across participating countries. This difference creates an asymmetry between the international mobility of scientific talent and the predominantly national organisation of the institutions responsible for financing and employing it. Italy can educate researchers within its universities, contribute to their acquisition of advanced scientific competencies and integrate them into internationally recognised research activities without necessarily possessing the economic and professional conditions required to retain their contribution after graduation. The strategic issue is therefore not whether Italian doctoral compensation is lower than that of several European competitors, a proposition readily established by the available evidence, but whether the organisation of the Italian research career system is sufficiently competitive to sustain the continuous renewal of the scientific workforce on which national technological and industrial development depends.

The primary comparative reference is the European Council of Doctoral Candidates and Junior Researchers, which published Remuneration of Doctoral Candidates Across Europe 2024–2025 on 17 September 2026. Eurodoc subsequently presented the findings publicly on 21 September 2026, describing a collection of representative remuneration levels covering 27 European countries. The research was developed to improve transparency concerning the financial and institutional conditions offered to early-career researchers rather than to establish a uniform European salary scale. This distinction is essential. National doctoral systems differ in their treatment of candidates as scholarship recipients or employees, their use of full-time and part-time employment contracts, the organisation of social protection and the provision of supplementary research funding. The published comparison therefore offers an important assessment of national starting conditions, but does not constitute a harmonised dataset of disposable earnings or purchasing-power-adjusted professional remuneration. The original documentary basis is Remuneration of Doctoral Candidates Across Europe 2024–2025 — Eurodoc, September 2026, supplemented by New Data on the Remuneration for Doctoral Candidates Across Europe: Still a Long Way to Go — Eurodoc, September 2026.

Within the eight-country comparison underpinning this assessment, Italy’s reported gross annual doctoral remuneration of €16,243 is lower than every other national figure. Denmark occupies the highest position at €58,014, followed by Germany at €55,557, Belgium at €50,800, Switzerland at €49,675, the Netherlands at €36,708, France at €26,400 and Spain at €24,360. The German amount is approximately 3.42 times the Italian figure, the Danish amount approximately 3.57 times, and the Belgian amount approximately 3.13 times. The Netherlands, whose doctoral model differs institutionally from Italy’s predominantly scholarship-based arrangement, records a starting gross amount approximately 2.26 times higher. France and Spain, which are particularly relevant to Italy because of their geographical proximity and participation in overlapping academic and professional markets, report amounts approximately 63% and 50% higher than the Italian baseline. These comparisons establish a substantial difference in published gross remuneration arrangements. They do not imply equivalent differences in net earnings, nor demonstrate that a particular country necessarily offers superior overall research conditions in every scientific discipline.

The European comparison becomes more strategically significant when placed alongside the institutional choices underlying the reported amounts. Germany, Denmark, Belgium, Switzerland and the Netherlands are represented through employment-based remuneration arrangements in the cited comparative classification, while Italy and Spain are represented through stipend-based arrangements. France is also represented through an employment model. The distinction is not simply administrative. Where the doctoral researcher holds an employment contract, remuneration is associated with an employment relationship and its corresponding legal framework. Where funding takes the form of a doctoral scholarship, the candidate occupies a different institutional position, and rights associated with ordinary employment cannot automatically be assumed to apply in the same manner. Eurodoc explicitly identifies social security, pension rights and paid leave as dimensions requiring examination alongside nominal compensation. Moreover, the published German full-time-equivalent amount requires particular caution because many German doctoral researchers are employed under part-time contracts. Treating that benchmark as the actual income received by every German doctoral candidate would substantially distort the interpretation of the difference between the two countries.

The economic importance of this divergence lies in the distinction between the formal accessibility of advanced education and the practical sustainability of a research career. Doctoral programmes may remain academically open to qualified applicants, yet the financial conditions associated with participation can impose very different constraints on candidates depending on their resources, family circumstances and alternative employment opportunities. A scholarship arrangement offering comparatively limited income may remain viable for a candidate who can rely on external financial support, while becoming materially less attractive to an equally qualified individual expected to finance accommodation, ordinary consumption and professional mobility independently. The consequence is a potential distortion in the selection of scientific talent: admission may depend formally on academic merit, while actual participation is influenced by the economic capacity to tolerate several years of restricted earnings. Such an arrangement can reduce the diversity of the research workforce and exclude candidates whose scientific contribution might otherwise have been substantial. This is an analytical risk rather than a measured exclusion effect, and its magnitude would require evidence on applicant socioeconomic backgrounds, rejected offers and decisions not to pursue doctoral education.

1.2. Verified Comparative Remuneration and the Limits of Nominal Salary Rankings

The eight-country comparison allows the magnitude of Italy’s financial disadvantage to be expressed more precisely without introducing assumptions concerning national purchasing power, taxation or housing costs. The following table preserves the supplied gross annual figures and calculates the corresponding nominal differences. All percentage measures are calculated from the Italian denominator of €16,243, and the reference is the historical remuneration comparison for 2024–2025 rather than a claim that every institution continued to offer exactly these amounts on 26 October 2026.

Country	Reported annual gross remuneration	Difference from Italy	Multiple of Italian remuneration	Institutional model in the comparative classification
Italy	€16,243	Baseline	1.00	Scholarship
Germany	€55,557	+€39,314	3.42	Employment; full-time-equivalent caveat
Denmark	€58,014	+€41,771	3.57	Employment
Belgium	€50,800	+€34,557	3.13	Employment
Switzerland	€49,675	+€33,432	3.06	Employment; full-time-equivalent caveat
Netherlands	€36,708	+€20,465	2.26	Employment
France	€26,400	+€10,157	1.63	Employment
Spain	€24,360	+€8,117	1.50	Scholarship

Source: Eurodoc — Remuneration of Doctoral Candidates Across Europe 2024–2025, September 2026. Differences and multiples calculated directly from the reported amounts. National employment classifications do not imply identical contractual rights within each category.

The table reveals three distinct dimensions of comparison. The first concerns the nominal funding available to a researcher at the beginning of a doctoral career. The second concerns the institutional classification of doctoral activity as training supported by a scholarship or as research performed under an employment relationship. The third concerns the relationship between the cost of financing researchers and the broader economic structure within which research careers are pursued. Conflating these dimensions would produce misleading conclusions. A higher nominal salary may be accompanied by higher mandatory contributions, different living costs or a shorter contracted working week. Equally, two countries reporting comparable gross amounts may differ substantially in the availability of health coverage, pension accumulation, paid leave, supplementary research budgets or employment opportunities following completion of the doctorate.

Italy’s position is especially consequential because the national €16,243 figure is not merely an externally constructed Eurodoc estimate. Sapienza University of Rome identifies €1,353.58 as the gross monthly amount corresponding to an annual doctoral scholarship of €16,243 under the ministerial framework established by Decree No. 247/2022. The university also describes a 50% supplement for authorised research periods abroad, illustrating the distinction between the ordinary domestic scholarship and additional resources provided for specifically authorised international activity. This documentary confirmation is important because it connects the European comparative figure to a recognisable Italian funding arrangement, rather than leaving it as an unexplained international statistical entry. The institutional reference is Informazioni di carattere generale sugli importi da erogare relativi alle borse dei dottorandi di ricerca — Sapienza Università di Roma.

At the same time, the €16,243 figure must not be presented as the universal or immutable remuneration of every Italian doctoral researcher in October 2026. The University of Milan states that its doctoral scholarship is €16,350 gross annually for cycles up to the forty-first and that, beginning with academic year 2026–2027, it has set an annual gross amount of €18,400 for students entering through the forty-second cycle. This provides a verified example of institutional differentiation and of a remuneration adjustment that postdates the historical comparison. The increase is €2,050 relative to that university’s preceding €16,350 amount, equivalent to approximately 12.54%. The revised figure cannot be generalised to every Italian university, nor should it be retrospectively substituted into the Eurodoc comparison. Nevertheless, it demonstrates that the national debate concerns both the adequacy of general funding arrangements and the capacity of individual institutions to improve the economic conditions of doctoral research. The relevant university record is Borse di dottorato — Università degli Studi di Milano.

This distinction between the national reference amount and institution-specific conditions materially changes the analytical interpretation. Italy should not be treated as a perfectly homogeneous doctoral labour market. Universities may operate within a common national regulatory architecture while adopting different funding arrangements, offering additional support or participating in projects with specific financing conditions. The resulting differentiation may influence recruitment competition between Italian institutions themselves. It can also affect the ability of universities located in expensive metropolitan environments to sustain financially accessible doctoral programmes. A nationally uniform minimum may reduce extreme institutional differences, but it does not necessarily produce uniform living standards; conversely, institution-specific increases may improve recruitment at better-resourced universities while leaving weaker institutions exposed to continuing disadvantages.

The aggregate strategic risk is therefore not represented adequately by the assertion that Italy pays less than Denmark or Germany. The more significant issue is whether the Italian system combines sufficiently predictable funding, accessible research careers and institutional flexibility to compete for advanced scientific talent across different fields and locations. The ability of selected universities to finance more attractive arrangements does not automatically resolve a system-wide problem, particularly where the underlying objective is to maintain research capability throughout a geographically distributed network of public institutions.

1.3. Europe’s Institutional Competition and the Strategic Meaning of Employment Status

European integration has increased the relevance of national differences in research employment conditions without eliminating the authority of member states over their educational and employment systems. Academic researchers may build careers through successive institutions, international programmes, research partnerships and cross-border employment opportunities. This creates a scientific environment in which knowledge can circulate internationally, but it also exposes differences between domestic institutional frameworks. Countries offering stronger remuneration, more transparent employment conditions or more credible professional progression can become comparatively attractive to researchers whose expertise is transferable across national boundaries. Such attractiveness need not result from salary alone. It may derive from the combination of funding continuity, research infrastructure, professional recognition and institutional capacity to convert doctoral experience into subsequent employment.

The European Union has recognised these wider issues in the Council Recommendation of 18 December 2023 on a European framework to attract and retain research, innovation and entrepreneurial talents in Europe. The recommendation addresses the attractiveness and sustainability of research careers, the recognition of research professionals, working conditions, mobility and career development. Its significance is that it treats the research workforce as a strategic component of the European Research Area rather than as a collection of isolated university personnel policies. The policy framework therefore supports examining doctoral compensation within a broader institutional context, while leaving substantial responsibility for implementation with national authorities, research organisations and employers. The applicable European instrument is Council Recommendation of 18 December 2023 on a European Framework to Attract and Retain Research, Innovation and Entrepreneurial Talents in Europe — Council of the European Union, December 2023.

For Italy, the European framework exposes a strategic tension. Scientific mobility may contribute to the development of a stronger common European research system while distributing its benefits unevenly among participating national economies. Researchers can acquire knowledge in one country, obtain employment in another and subsequently contribute to research projects, patents, technological processes or industrial production in a third. The resulting circulation is not inherently undesirable, but it complicates the assumption that investment in higher education will generate proportionate domestic economic returns. A country may finance advanced education as a public good while possessing only partial influence over the eventual location of the resulting professional activity. If its research institutions and firms remain attractive, outward mobility can be balanced by return migration, inward recruitment and sustained collaboration. If they do not, the country may become increasingly dependent on external labour markets to provide professional opportunities for people whose education it has helped finance.

The distinction between employee and scholarship-recipient status becomes particularly relevant in this context because researchers evaluate the expected continuity of their careers. A doctoral candidate considering programmes in different countries is not simply comparing annual income. The decision may involve whether years spent in research contribute to pension entitlements, whether illness or family responsibilities are protected, whether employment rights are clearly defined, whether funding is renewable under predictable conditions and whether doctoral experience is recognised by subsequent employers. National differences in these dimensions affect the perceived risks associated with entering a research profession.

Eurodoc’s own interpretation of the remuneration evidence explicitly draws attention to employment status and the broader economic sustainability of research careers. This does not justify treating every employment-based system as automatically superior to every scholarship-based system; formal employment conditions can differ considerably, and actual take-home remuneration must still be assessed. It does, however, establish that comparisons limited to gross funding amounts omit dimensions directly relevant to recruitment and retention.

The Italian framework is also shaped by the governance of doctoral education itself. Ministerial Decree No. 226 of 14 December 2021 establishes the regulatory framework for the accreditation of doctoral institutions and programmes and the conditions under which doctoral education is organised. Its strategic significance lies in the connection between research training, institutional accreditation and the responsibilities of the organisations authorised to provide doctoral programmes. Remuneration policy cannot therefore be separated entirely from programme design, access to research facilities, supervisory capacity or the allocation of resources between doctoral positions. The relevant instrument is Decreto Ministeriale n. 226 del 14 dicembre 2021 — Ministero dell’Università e della Ricerca, December 2021.

Italy’s relative attractiveness ultimately depends on whether doctoral research is experienced as a credible professional investment. Academic reputation and the quality of individual research groups can compensate for some economic disadvantages, particularly where specialised expertise or unique scientific infrastructure is available. Yet such advantages cannot be assumed to neutralise financial constraints for every prospective researcher. The capacity of Italian universities to remain scientifically competitive despite comparatively weak remuneration is an important institutional asset, but it should not be confused with evidence that the remuneration gap has no effect. The existence of successful laboratories demonstrates that scientific capability persists; it does not establish that the country is attracting or retaining the full range of talent that stronger employment conditions might make available.

The judgment arising from this chapter is consequently more precise than a general call for increased doctoral stipends. Italy’s principal weakness is the mismatch between participation in an internationally competitive market for scientific personnel and the financial and contractual conditions available through important parts of its domestic doctoral system. The observed variation between Italian universities further indicates that this challenge must be evaluated both nationally and institutionally. An effective response would have to consider the interaction between minimum remuneration, institutional funding capacity, employment status, professional rights and research career development. These relationships form the economic foundation of the career choices examined in Chapter 2.

Chapter 2. The Economics of Research Careers: Living Costs, Opportunity Costs, Contractual Conditions and Professional Progression

2.1. The Economic Sustainability of Doctoral Research as a Professional Choice

The attractiveness of doctoral research cannot be evaluated through the amount of funding available during the doctoral period alone. The economic decision made by a prospective researcher is intertemporal: it involves accepting a particular combination of present income, professional uncertainty and specialised training in exchange for the expectation of future scientific and occupational opportunities. For Italy, the structural importance of this calculation lies in its capacity to influence not only where researchers work after graduation, but also who chooses to undertake doctoral education in the first place. A country may maintain formally accessible doctoral programmes, internationally connected research groups and established academic institutions while progressively reducing the economic attractiveness of research careers to individuals who have access to alternative professional opportunities. The result would not necessarily appear as an immediate decline in the total number of doctoral positions. It could instead emerge through changes in applicant composition, increased dependence on personal or family resources, reduced acceptance of offers among highly competitive candidates and a widening difference between the qualifications available in the graduate population and those ultimately entering scientific research.

The Italian doctoral remuneration framework illustrates why the distinction between nominal income and effective economic sustainability is essential. Sapienza University of Rome reports an ordinary gross doctoral scholarship of €1,353.58 monthly, equivalent to €16,243 annually. Yet the amount a candidate can actually use for housing and consumption depends on the relevant contribution arrangements, while the total cost of participating in research depends on the availability of separately financed research activities. The University of Milan provides an instructive institutional example: its doctoral scholarship is associated with registration under the INPS Gestione Separata framework, with social security contributions shared between the candidate and the university. The university’s published information identifies a general contribution rate of 35.03% for the relevant category, divided with one third charged to the doctoral candidate and two thirds to the institution, while noting a different rate in applicable alternative insurance circumstances. It also states that the scholarship is not subject to ordinary IRPEF taxation under the cited statutory provisions. These details demonstrate that the accounting meaning of a doctoral scholarship is not equivalent to that of an ordinary gross employment salary and that comparisons across countries must distinguish the amount formally awarded from the net amount available to the individual and the total institutional cost of providing it. The relevant records are Sapienza University of Rome — General Information on Doctoral Scholarship Payments and University of Milan — Doctoral Scholarships, Contributions and Payment Conditions.

The economic significance of housing and living costs arises from their character as expenses that cannot be indefinitely postponed. A doctoral candidate may adjust discretionary spending, postpone purchases or reduce leisure consumption, but cannot normally eliminate the need for accommodation, food, transportation and basic professional connectivity. The same nominal scholarship therefore produces different real living conditions depending on the university’s geographical location, the candidate’s household structure and the availability of subsidised accommodation or other forms of support. This creates an important distinction between universities located in comparatively affordable areas and institutions operating in expensive urban labour markets. It also complicates the implementation of uniform national remuneration policies. A common minimum may provide formal consistency while leaving material differences in the capacity of researchers to maintain financial independence. Conversely, location-specific adjustments may improve the relationship between compensation and living costs but introduce additional financing requirements and disparities between institutions.

The underlying economic mechanism is best understood through disposable resources rather than through gross remuneration. The relevant quantity for a researcher is the income remaining after mandatory deductions and essential living costs, adjusted for the availability of institutional support and the degree of income security. A researcher with a relatively modest stipend but access to accommodation, funded research travel and predictable continuation may experience materially different conditions from a researcher with a higher gross amount who must personally finance all associated expenses. Accordingly, the Eurodoc rankings should be interpreted as evidence of differences in the headline remuneration structure, while their implications for living standards require additional cost-of-living, taxation and benefit data. The comparison cannot by itself establish whether the actual financial disadvantage of an Italian doctoral candidate relative to a particular German or Danish researcher is equal to the difference between their reported gross annual amounts.

The interaction with socioeconomic background adds a further dimension. A candidate supported by family wealth can regard several years of low remuneration as an investment in future academic opportunities. A candidate without comparable support may need to attach greater weight to immediate earnings, income stability and the possibility of contributing financially to a household. These different constraints can alter the selection of research careers even where academic qualifications are equivalent. The consequence is potentially serious for the efficient allocation of scientific talent: a system that selects researchers partly according to their capacity to tolerate low remuneration may fail to employ individuals whose scientific potential is high but whose financial flexibility is limited.

The latest available national evidence gives this issue a concrete social context. ISTAT’s March 2026 release on the professional integration of doctorate holders reports that, among the graduates examined, 39.0% had at least one parent holding a university degree, compared with a university-graduate share of 17% in the corresponding general population aged 45–64 used for comparison. Only 14.9% of doctorate holders had parents whose education ended at lower secondary school, while the corresponding share in the reference population was 40.8%. These differences are not proof that doctoral remuneration caused unequal access: parental education may influence prior educational trajectories, academic preparation, expectations and other opportunities. Nevertheless, they demonstrate the relevance of social background to the composition of the doctorate-holding population and justify examining whether financial conditions constitute an additional barrier to participation. The underlying official source is L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, March 2026.

2.2. Opportunity Costs, Forgone Earnings and the Expected Return on Advanced Scientific Training

Doctoral education involves an opportunity cost that extends substantially beyond the difference between a doctoral stipend and the salary available from immediate employment. The prospective researcher forgoes some combination of earnings, occupational experience, contributions to pension accumulation under alternative employment arrangements and potentially earlier progression into positions of greater responsibility. The economic attractiveness of doctoral research consequently depends on whether the qualification and specialised skills acquired during training are expected to produce sufficiently valuable subsequent opportunities. Those returns may arise through higher earnings, access to research-intensive professions, international employability, intellectual autonomy or participation in scientific work that the individual values independently of monetary compensation. The policy challenge is that governments finance doctoral education in pursuit of both private and social benefits, while prospective candidates make decisions under the financial constraints of their own circumstances.

There is evidence that the Italian labour market rewards higher education, but it does not justify assuming that the return to a doctorate is uniformly attractive. In its September 2026 country assessment, the OECD reports that tertiary-educated full-time, full-year workers in Italy earn 35% more than workers with upper-secondary or post-secondary non-tertiary attainment, against an OECD average premium of 54%. The same assessment indicates that the Italian earnings advantage reaches 44% for workers with a master’s or doctoral qualification, while the bachelor’s-degree advantage is substantially smaller. These figures concern broad qualification groups and cannot be used as a direct measurement of the additional return from completing a doctorate rather than stopping at a master’s degree. They nevertheless place advanced scientific training within a wider labour market in which the general financial return to tertiary education is less pronounced than the OECD average. The appropriate source is Education at a Glance 2026: Italy — OECD, September 2026.

The distinction between general educational returns and the specific return to doctoral training is important because a doctorate does not automatically generate a salary premium sufficient to compensate for several years of forgone income. Its economic value varies by occupation, research specialisation, employer and the ability of an organisation to use advanced scientific skills productively. A doctorate in a field with strong demand for specialised research may create valuable professional opportunities. A doctorate pursued within a discipline offering limited domestic research employment may produce weaker immediate monetary returns even when the acquired expertise is academically valuable. Comparing average doctorate-holder salaries with the earnings of all other graduates can therefore conceal selection effects and differences in employment opportunities. A rigorous economic assessment would compare otherwise similar individuals with and without doctoral training, account for the time spent completing the degree and distinguish academic careers from industrial and other professional destinations.

The OECD’s Education at a Glance 2025 offers an additional perspective through its comparison of doctorate holders’ earnings with those of master’s-degree holders. The published analysis indicates that the income advantage associated with a doctorate differs considerably across countries and that higher educational attainment does not necessarily imply an identical financial return across national labour markets. The underlying OECD comparison identifies an approximate 20% earnings advantage for Italian employed doctorate holders relative to master’s-degree holders in the relevant reference data, while France’s reported premium is approximately 9%. The figures relate to employed adults rather than newly qualified researchers and do not account directly for the cost or duration of doctoral training. They support the narrower proposition that doctorate-level skills are economically rewarded, but that the magnitude of the reward is country-specific and insufficient by itself to establish the financial attractiveness of doctoral education for new entrants. The documentary reference is How Does Educational Attainment Affect Participation in the Labour Market? — OECD, Education at a Glance 2025.

Italy’s central difficulty therefore concerns the relationship between the cost of acquiring advanced scientific qualifications and the structure of the subsequent employment market. The decision to enter a doctorate becomes economically more attractive when there are credible expectations that the qualification will provide access to positions where specialised expertise is recognised and remunerated. Where those opportunities are uncertain, the candidate faces a compounded risk: relatively low income during doctoral training followed by the possibility of further unstable employment or a transition into work that does not require the doctorate. In such circumstances, the opportunity cost of doctoral education can remain high even when the degree provides intellectual and professional benefits.

This mechanism is particularly consequential because it can operate before any researcher emigrates. The possibility of better-paid research employment abroad changes the expected value of accepting a domestic doctoral position, while the availability of private-sector employment changes the expected value of pursuing research at all. These alternatives compete for the same population of highly qualified graduates, even though the eventual occupations differ. Consequently, a doctoral remuneration policy cannot be evaluated solely against the salaries offered by foreign universities. It must also be considered against the broader domestic demand for advanced analytical, mathematical, engineering, scientific and technological skills.

2.3. Contractual Security, Social Protection and the Hidden Components of Research Compensation

The difference between a doctoral scholarship and an employment contract affects the interpretation of compensation because the economic value of a professional arrangement depends partly on the protections and obligations associated with it. Salary, social insurance, pension contributions, paid leave, parental protections, sick leave and continuity of employment influence the financial security of individuals undertaking research. A programme may offer a nominal remuneration amount while providing specific benefits through separate institutional arrangements; another may incorporate some of those benefits into an employment relationship. Neither the full cost borne by the institution nor the economic value received by the researcher can be inferred reliably from the gross annual remuneration figure alone.

The Italian example is instructive precisely because it complicates simplistic descriptions of doctoral scholarship recipients as entirely outside social insurance arrangements. As documented by the University of Milan, the scholarship is subject to contribution arrangements through the INPS Gestione Separata system, with responsibilities divided between candidate and institution. This indicates that the Italian scholarship system includes social protection mechanisms rather than operating as a payment entirely detached from the national social security framework. However, the existence of contribution obligations does not establish that doctoral candidates possess rights identical to those of salaried employees under other national systems. The effective level of protection depends on specific statutory conditions, contribution history and applicable eligibility requirements. The source is University of Milan — Doctoral Scholarships, INPS Contributions and Tax Treatment.

The European policy context reinforces the need for this broader comparison. Eurodoc’s September 2026 assessment identifies the contractual status of doctoral candidates as an important determinant of professional rights and financial sustainability. The organisation expressly highlights social protection, pension entitlements and paid leave among the factors that should accompany remuneration comparisons. The strategic implication is that national systems are competing through packages of institutional conditions rather than salary figures alone. Financial security may influence doctoral completion, the willingness to establish a family, the capacity to undertake research periods abroad and the ability to remain within academic employment during transitions between appointments. Although the available evidence does not quantify these effects for Italy, it establishes a credible institutional mechanism through which employment conditions may influence recruitment and retention. The reference is Eurodoc — New Data on the Remuneration for Doctoral Candidates Across Europe, September 2026.

Research funding arrangements must also distinguish remuneration for personal living expenses from expenditure required to carry out the research itself. The University of Milan states that doctoral candidates are assured a research budget equivalent to at least 10% of the value of their scholarship, administered through the relevant academic department to support research and training activities. Such a budget is not interchangeable with ordinary disposable income. It may support scientific travel, access to research resources or other activities required for the doctoral project, while the researcher continues to depend on the stipend for personal living costs. Treating these amounts as equivalent would distort both the calculation of financial adequacy and the assessment of institutional research support. The relevant university documentation is Borse di dottorato — Budget per attività di ricerca — Università degli Studi di Milano.

A similar distinction applies to international research periods. The Italian Ministry of University and Research describes a 50% scholarship increase for eligible and duly certified periods of research abroad undertaken within the relevant doctoral training framework. This arrangement recognises the additional costs associated with international research activity, but its existence does not alter the ordinary domestic scholarship amount used in the Eurodoc comparison. It is conditional support for a defined activity, not a general increase in domestic annual remuneration. The institutional reference is Attività di ricerca in Italia nell’ambito di un programma d’istruzione — Ministero dell’Università e della Ricerca, updated September 2026.

These distinctions matter for university governance because changes in doctoral remuneration have implications for both the candidate’s disposable income and the total expenditure associated with a funded position. A higher stipend may increase contribution-related costs borne by the institution, while additional research budgets and mobility allowances may be calculated separately. A policy realignment must therefore define whether the objective is to increase gross remuneration, net disposable income, total employment-related compensation or the overall resources available to each doctoral researcher. These objectives overlap but are not identical, and they may require different financing arrangements.

2.4. Career Progression, Employment Stability and the Relationship Between Qualifications and Occupational Utilisation

The financial sustainability of doctoral education ultimately depends on the trajectory available after completion. ISTAT’s 2025 survey of doctorate holders provides particularly relevant evidence because it follows individuals who completed doctoral programmes in Italian universities in 2019 and 2021 and examines their labour-market outcomes four and six years after graduation. The survey therefore observes a more mature stage of professional development than the Eurodoc remuneration comparison. Its findings indicate that 96.1% of the doctorate holders examined were employed in 2025, while 34.4% of employed respondents worked on fixed-term contracts and almost 6% worked part-time. Approximately one quarter were not performing research activities. The same investigation reports that 49.3% worked in a university or research institution, compared with 39.7% in the earlier survey covering previous doctoral cohorts. The official source is L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, 11 March 2026.

These figures require careful interpretation. The exceptionally high employment rate demonstrates that Italian doctoral qualifications are associated with strong participation in the labour market, but it does not establish that the employment obtained is stable, highly remunerated or proportionate to the specialised competencies acquired. The presence of fixed-term employment several years after graduation indicates that contractual uncertainty remains relevant for a substantial share of doctorate holders. At the same time, the proportion employed in universities and research institutions shows that academic and public research careers remain important destinations for individuals trained at the doctoral level. The fact that approximately one quarter of employed doctorate holders do not perform research activities does not necessarily represent economic waste, since research training can generate transferable analytical and organisational skills valuable in other occupations. It does, however, mean that a doctorate-holding workforce cannot be treated as identical to the active research workforce.

The distinction between employment and the utilisation of advanced skills is central to the policy problem. A country can achieve high employment among doctorate holders while still failing to exploit fully the research capabilities created through advanced training. Individuals may secure employment in professional fields that value general analytical competence but do not require the scientific methods, specialised knowledge or experimental expertise associated with doctoral education. Some such transitions are economically productive and voluntary; others may reflect limited access to research-intensive occupations. Without information concerning occupational requirements, satisfaction with employment and the degree to which the doctoral qualification is used, it would be incorrect to classify all non-research employment as a failure of the scientific system.

The most consequential institutional question is therefore whether Italy provides sufficient pathways connecting doctoral training with occupational roles that reward advanced expertise. Academic appointments form only one part of this environment. Research-intensive firms, public bodies, specialised laboratories and technology-oriented enterprises can also employ doctorate holders productively. The ability of these organisations to recognise doctoral skills influences the overall attractiveness of the qualification. If universities increase stipends without improving subsequent employment opportunities, a larger proportion of researchers may complete their doctoral training under better financial conditions but continue to seek professional careers elsewhere. Conversely, stronger domestic demand for researchers may improve retention even where initial remuneration remains below the highest European levels.

The national policy implication is that doctoral remuneration reform should be assessed as one component of a wider research career structure. The objective is not merely to raise the financial reward associated with entering research but to improve the relationship between advanced scientific training and credible professional opportunities. Italy’s high doctorate-holder employment rate provides evidence that doctoral graduates possess skills valued by employers. The prevalence of fixed-term contracts and the variation in occupational utilisation indicate that the quality and scientific content of those employment opportunities must be examined separately. These distinctions provide the basis for evaluating how differences in domestic conditions influence international mobility and the potential loss of specialised research capacity.

Chapter 3. International Scientific Mobility, Economically Driven Exit and the Erosion of Domestic Research Capacity

3.1. The Empirical Geography of Italian Doctoral Mobility

Italy’s scientific mobility problem must be examined through observed employment and residence patterns rather than inferred directly from international remuneration differences. The Eurodoc comparison establishes that Italian doctoral researchers face substantially different financial conditions from those available in several competing European systems, but it does not demonstrate how many researchers leave Italy as a consequence, whether their departure is temporary or permanent, or how their subsequent professional activity affects domestic scientific capacity. The March 2026 ISTAT investigation provides the necessary empirical foundation for a more precise assessment. By examining doctorate holders who obtained their qualifications in Italian universities in 2019 and 2021, it permits the analysis to move beyond a hypothetical relationship between low remuneration and emigration toward documented evidence of international residence, employment destinations, motivations for departure and the occupational characteristics of researchers who remain in Italy or establish their careers abroad. The resulting picture is considerably more complex than a simple narrative of uncontrolled brain drain, but it identifies an economically consequential imbalance between domestic research career opportunities and those available internationally.

ISTAT reports that approximately 10% of the doctorate holders examined were living abroad in 2025, while 10.4% of employed doctorate holders were working abroad. These measures differ because residence and employment are not identical statistical concepts and should not be merged into a single indicator. The population under examination consists of graduates from the 2019 and 2021 cohorts observed four and six years after obtaining their doctorate, rather than all Italian researchers or all Italian university graduates. Within this defined population, the evidence establishes that international mobility is a significant component of postdoctoral professional development. It also demonstrates that most doctorate holders remain outside the category of residents abroad, so an interpretation suggesting that international departure is the dominant outcome for Italian-trained researchers would be inconsistent with the observed distribution. The official evidence is L’inserimento professionale dei dottori di ricerca — Anno 2025 — Istituto Nazionale di Statistica, 11 March 2026.

The geographical distribution of international destinations provides a more revealing picture of Italy’s position within competing research and employment systems. Germany accounts for 13.7% of the doctorate holders living abroad, followed by the United States at 13.2%, France at 11.8%, Switzerland at 11.5% and the United Kingdom at 10.2%. These five destinations therefore account for approximately 60.4% of the foreign-resident group, calculated from the published percentages. The distribution places Germany, France and Switzerland among the major European destinations and identifies the United States as another important recipient of Italian-trained doctoral human capital. It also illustrates the limits of interpreting departures exclusively through the Eurodoc salary comparison. The United States is not included in the stipulated eight-country remuneration dataset, while the United Kingdom’s doctoral remuneration is not provided in that comparison. Destination selection clearly operates within a broader professional and scientific environment than the eight published European salary observations can describe.

Destination of Italian-trained doctorate holders living abroad	Share of the foreign-resident group, 2025
Germany	13.7%
United States	13.2%
France	11.8%
Switzerland	11.5%
United Kingdom	10.2%
Combined share of these five destinations	60.4%
Other destinations	39.6%

Source: ISTAT — L’inserimento professionale dei dottori di ricerca, 11 March 2026. The combined shares are arithmetic calculations from ISTAT’s rounded country percentages and consequently remain approximate. The denominator is doctorate holders living abroad, not the full population of doctorate holders.

The prominence of Germany, France and Switzerland is consistent with the proposition that Italy’s research workforce participates in a European market offering different institutional and economic opportunities. Yet the destination figures do not establish that remuneration is the principal cause of movement to these countries. Scientific specialisation, recruitment practices, laboratory quality, career opportunities, professional networks, linguistic preferences and personal circumstances may also influence destination selection. The presence of the United States among the leading destinations further demonstrates the international character of the competition for advanced scientific talent. Italy’s challenge is therefore not limited to one European neighbour or to the countries offering the highest reported doctoral salaries. It concerns the capacity of the national research and industrial system to remain an attractive professional environment within a geographically broad market for highly specialised workers.

The United Kingdom offers an important example of how institutional and political conditions may change mobility patterns. ISTAT reports that its share among the principal destinations declined from 21.2% in the 2018 comparison to 10.2% in the 2025 survey, and associates the change with Brexit. The observation demonstrates that the distribution of scientific mobility is not fixed and may respond to changes in the institutional conditions governing international employment. It should nevertheless be interpreted carefully because changes in destination shares may also be influenced by other developments and by differences between the populations observed across survey waves. The finding is most useful as evidence that researchers’ international career geography evolves in response to the wider economic and institutional environment, rather than as a basis for assigning a precise causal contribution to a single political event. The source is ISTAT — Professional Integration of Doctorate Holders, 2025 Survey.

3.2. Employment Quality and Remuneration as Documented Motivations for Departure

The most important contribution of the ISTAT investigation to the present assessment is its evidence concerning why doctorate holders establish careers abroad. The published results indicate that 81.7% of the relevant respondents identify better opportunities to obtain employment suited to their professional qualifications as a reason for moving abroad, while 73.7% identify the possibility of obtaining higher remuneration. The latter share increased by approximately ten percentage points relative to the earlier survey comparison. By contrast, the proportion identifying the absence of employment opportunities in Italy declined from 57.5% to 45.3%. These figures show that international mobility cannot be reduced to a situation in which doctorate holders leave simply because no employment is available domestically. The distinction increasingly concerns the quality, professional suitability and economic attractiveness of the employment that can be obtained.

This distinction materially changes the interpretation of Italy’s human-capital challenge. A highly qualified researcher may be able to find employment in Italy while still concluding that the available position does not adequately use the competencies acquired through doctoral training, offer a credible professional trajectory or provide remuneration comparable to that available internationally. The decision to leave may therefore arise from the difference between domestic and foreign opportunities rather than from the complete absence of work. This is an important strategic finding because policies designed exclusively to increase aggregate employment would not necessarily address the incentives identified by doctorate holders who depart. The relevant objective is not simply the creation of additional jobs, but the expansion of employment opportunities capable of recognising and productively using advanced research qualifications. The original data are reported in L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, March 2026.

Reported motivation for working abroad	Share reported in 2025	Earlier comparison	Observed direction
Better opportunities for work suited to professional qualifications	81.7%	78.1%	+3.6 percentage points
Higher remuneration	73.7%	Approximately 63.7%	Approximately +10 percentage points
Lack of employment opportunities in Italy	45.3%	57.5%	−12.2 percentage points

Source: ISTAT — L’inserimento professionale dei dottori di ricerca, 2025. The earlier remuneration share is inferred from ISTAT’s statement that the 2025 figure increased by approximately ten percentage points. Motivations are not mutually exclusive; percentages must not be added.

The findings also demonstrate why a policy centred solely on doctoral stipends would be insufficient. The Eurodoc comparison concerns remuneration during doctoral training, whereas the ISTAT findings concern employment several years after completion. The two datasets therefore describe different stages of a professional trajectory. Their interaction is nevertheless analytically important. A relatively weak doctoral remuneration structure may make research careers less attractive at entry, while the prospect of better-paid and more professionally suitable employment abroad may reinforce outward mobility after graduation. The evidence supports the existence of both a significant initial remuneration disparity and strong professional and financial motivations among doctorate holders who subsequently move abroad. It does not establish that the first causes the second. Demonstrating that relationship would require longitudinal information connecting individual doctoral remuneration, subsequent job offers, career conditions, destination decisions and personal circumstances.

The earnings evidence reinforces the importance of professional incentives. ISTAT reports that the average difference in net monthly remuneration between doctorate holders working abroad and those working in Italy exceeds €1,500. It also finds that half of those working abroad receive more than €3,500 net per month, compared with 7.4% of those working in Italy. These are substantial observed differences in the employment outcomes of the surveyed groups, but they should not be confused with a purchasing-power-adjusted measure of the advantage associated with working abroad. The comparison does not, by itself, control for destination-specific living costs, differences in occupation, professional seniority, research discipline or the selection of individuals into international employment. It nevertheless demonstrates that the perceived remuneration incentive reported by mobile doctorate holders corresponds to an observable difference in their employment earnings. The source is ISTAT — Doctorate Holders’ Employment, Remuneration and International Mobility, March 2026.

The strategic importance of these findings lies in the relationship between economic incentives and professional capability. If foreign employment offers both higher remuneration and greater opportunities to use doctoral-level expertise, international mobility can become attractive for reasons directly connected to the productive application of advanced training. Researchers may consequently direct their specialised capabilities toward organisations outside Italy not simply because those organisations offer more money, but because they provide a better combination of professional recognition, research responsibilities and employment conditions. From a national competitiveness perspective, this may be more consequential than a salary differential alone. A country may lose access to highly specialised competencies precisely at the stage when those competencies have become sufficiently developed to generate significant scientific and technological value.

3.3. The Occupational Utilisation of Doctoral Skills Abroad and in Italy

One of the most consequential findings in the ISTAT survey concerns the relationship between doctoral qualifications and the actual requirements of employment. Among doctorate holders working abroad, 59.6% report performing work for which the doctoral qualification is required. Among those employed in Italy, the corresponding share is 37.2%. The difference is 22.4 percentage points. The comparison does not establish whether foreign organisations are universally more productive or whether every doctorate holder employed in an occupation not formally requiring the qualification is underemployed. It does, however, reveal a substantial difference in the extent to which surveyed foreign and domestic jobs formally demand doctoral-level qualifications. This provides a more direct connection between international mobility and the utilisation of advanced human capital than the remuneration comparison alone. The official evidence is L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT.

The implications are particularly important because the objective of publicly financed doctoral training is not simply to increase the number of individuals possessing advanced qualifications. It is also to expand the availability of capabilities that can contribute to scientific discovery, technological development, advanced analysis and organisational innovation. When doctorate holders work in occupations that formally require their qualification, there is stronger evidence that their advanced training is directly relevant to the employment relationship. When such occupations are disproportionately concentrated abroad, the national system may be facing a problem of insufficient demand for highly specialised expertise, rather than a simple shortage of qualified people.

Italy’s challenge consequently has both supply and demand dimensions. On the supply side, remuneration and career conditions influence the willingness of individuals to enter, complete and remain within research careers. On the demand side, universities, research institutions and firms must create roles capable of using doctoral-level skills productively. Improvements in doctoral compensation may strengthen the supply of qualified candidates, but they cannot independently ensure that the resulting workforce will find appropriate professional opportunities domestically. Likewise, measures intended to stimulate research-intensive industrial activity may encounter recruitment constraints if qualified individuals have already established long-term careers abroad.

The relationship is especially relevant to the distinction between basic and applied research. A doctorate holder may move from university research into industrial development, computational modelling, engineering, advanced data analysis or another technically sophisticated occupation. Such a transition can represent a productive diffusion of scientific skills even when the individual is no longer formally employed in academia. The strategic criterion is therefore not whether the researcher remains in a university, but whether their expertise contributes to the domestic research and innovation system. This broader definition prevents the analysis from equating academic retention with national human-capital retention. A country can strengthen its innovation capacity when doctorate holders leave universities for research-intensive domestic enterprises, just as it can lose capacity when highly specialised researchers leave domestic employment altogether.

The observed 22.4-percentage-point difference in the formal requirement for doctoral qualifications suggests that the destination of scientific talent must be assessed in relation to the occupational structures available to it. The mechanism is not necessarily that foreign systems provide more research positions in absolute terms; determining that would require compatible employment denominators and occupational data for each country. Rather, the surveyed doctorate holders working abroad are more frequently employed in positions requiring the doctoral qualification. That finding supports examining whether domestic employers possess sufficient capacity and incentives to recruit research-level expertise, whether doctoral qualifications are recognised in recruitment and whether institutional connections between universities and industry are adequate to generate demand for specialised scientific personnel.

3.4. International Scientific Mobility as Knowledge Circulation Rather Than Automatic National Loss

The distinction between productive international mobility and economically driven loss must remain central to any defensible assessment of Italy’s scientific position. Researchers who acquire experience abroad may strengthen their professional knowledge, gain access to specialised infrastructure, develop collaborative relationships and become participants in international scientific networks that benefit their institutions of origin. Mobility can also generate valuable opportunities for joint research programmes, technological exchange and subsequent return migration. Its economic consequences cannot therefore be inferred solely from the number of researchers living outside Italy.

The ISTAT evidence demonstrates that international experience is already an important component of doctoral training. Among doctorate holders who obtained their qualifications in 2019 or 2021, 53.2% had undertaken a period of training abroad during their doctorate, compared with 43.1% among the earlier cohorts used for comparison. The increase of 10.1 percentage points indicates that international training became more common across the observed groups. These periods were approximately six months long on average. The finding is relevant because it shows that international exposure is not confined to individuals who subsequently emigrate. It forms part of the development of research competencies and international connections while the researcher remains enrolled within the Italian doctoral system. The source is ISTAT — Doctoral Training Abroad and Professional Integration, March 2026.

International training and subsequent residence abroad are nevertheless associated in the survey. ISTAT reports that 14.1% of doctorate holders who had spent a period abroad during doctoral training were living abroad in 2025, compared with 5.4% among those without such experience. The difference is 8.7 percentage points, and the observed foreign-residence share is approximately 2.61 times higher among those with prior international training. This association is analytically significant but does not demonstrate that international doctoral mobility causes subsequent emigration. Individuals who seek foreign training opportunities may already possess stronger international career preferences, different research specialisations or access to scientific networks that facilitate overseas employment. Conversely, international experience may improve their competitiveness within foreign labour markets. Both mechanisms are plausible, and the available aggregate figures do not permit their individual effects to be separated.

It would therefore be a strategic error to interpret the association as an argument for restricting international doctoral exchanges. Such restrictions could weaken the quality of scientific training, reduce participation in international research networks and undermine the very capabilities that doctoral education is intended to develop. The more defensible policy question concerns the conditions under which international scientific experience produces durable connections with Italian universities, public research institutions and enterprises. If researchers can return to attractive domestic positions, participate in joint laboratories, contribute to internationally financed projects or support technology transfer through cross-border collaboration, mobility may generate national benefits even when individuals spend substantial periods abroad.

The challenge is that the economic value of these connections depends on institutional capacity. A researcher based abroad can participate in collaborative projects with an Italian university, but the domestic institution must have sufficient personnel, infrastructure and financing to make productive use of that collaboration. A foreign-employed specialist may contribute expertise to an Italian enterprise, but the enterprise must possess the organisational and technical capacity to absorb it. International connections therefore complement domestic research capabilities rather than replacing the need to maintain them.

3.5. The Regional Dimension of Scientific Human-Capital Mobility

Italy’s international mobility patterns are inseparable from the geographical distribution of scientific and economic opportunities within the country. ISTAT reports that 39.7% of the doctorate holders examined lived in a different Italian region from their region of origin or abroad, within a broader classification that also includes individuals originating outside Italy who remained in the country. The data distinguish 22% who changed Italian region, 10% who moved abroad and 7.7% who originated abroad and remained resident in Italy after completing their doctorate. The last figure is particularly relevant because it indicates that the Italian doctoral system is not exclusively a source of outward mobility. It also attracts individuals from other countries who subsequently remain. Their presence is an important counterweight to narratives portraying Italy as incapable of attracting internationally mobile research talent. The relevant source is L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, March 2026.

The distribution of movement is highly differentiated by geographical origin. ISTAT reports that 45.5% of doctorate holders originating from southern or island regions live in another region, compared with 30.9% among those originating from northern regions and 27.5% among those originating from central regions. Molise, Basilicata and Calabria exhibit particularly substantial outward movement, with approximately 60% of doctorate holders leaving their region of origin. By contrast, the shares are lower for Lazio at 20.9%, Lombardy at 26.9%, Emilia-Romagna at 27.5% and Tuscany at 28.0%. These figures should not be interpreted automatically as evidence of employment failure in the regions of origin. Regional mobility can reflect the geographical distribution of specialised scientific programmes, personal preferences, career opportunities and the location of research institutions. They nevertheless reveal that the ability to retain advanced human capital varies significantly within Italy.

Region or geographical grouping of origin	Doctorate holders living outside their region of origin
Southern Italy and islands	45.5%
Northern Italy	30.9%
Central Italy	27.5%
Lazio	20.9%
Lombardy	26.9%
Emilia-Romagna	27.5%
Tuscany	28.0%
Molise, Basilicata and Calabria	Approximately 60%, as described by ISTAT

Source: ISTAT — L’inserimento professionale dei dottori di ricerca, 2025. Regional figures describe doctorate holders by geographical origin and subsequent residence; they are not measures of university-level doctoral retention or international emigration alone.

The regional evidence introduces a second level of potential human-capital imbalance. A researcher originating from the South may complete a doctorate in an Italian university and subsequently move to a northern research institution, producing national retention but regional redistribution. Alternatively, the individual may move abroad, producing an international transfer of professional activity. These outcomes have different implications for public policy. Domestic mobility may strengthen nationally important research concentrations even as it weakens the availability of highly qualified personnel in the regions from which researchers depart. International mobility may generate scientific networks and external opportunities, but can also reduce the national stock of specialised skills where domestic replacement or return flows are insufficient.

The distinction matters because regional and national policy objectives do not always coincide. A national strategy might prioritise the international competitiveness of leading research centres, while a regional development strategy may seek to maintain scientific employment and technological capabilities across a wider geographical distribution. Concentrating resources in institutions already capable of attracting researchers can improve scientific specialisation and potentially strengthen internationally competitive research clusters. Yet it may also amplify the geographical concentration of skilled personnel and reduce the capacity of weaker regional systems to develop the research partnerships needed by their local industries.

The survey further reports that, among those moving away from southern or island regions, 39.1% relocate to northern Italy, 34.8% to central Italy and 20.4% abroad, while a smaller share moves to another southern region. These flows suggest that the national geography of doctoral careers is strongly connected to the distribution of employment opportunities and institutional concentrations. The figures do not establish which specific economic or professional factors cause each movement, but they demonstrate why the national doctoral remuneration problem cannot be addressed independently of regional research capacity, industrial development and the geographical distribution of qualified employment.

3.6. From Individual Departures to the National Stock of Research Capabilities

The long-term significance of scientific mobility lies in its effect on the accumulation and reproduction of specialised capabilities. A national research workforce is not simply a headcount of individuals possessing qualifications. It consists of researchers distributed across disciplines, institutions and industrial organisations, with different levels of experience and complementary expertise. Scientific productivity frequently depends on teams capable of combining experimental methods, technical knowledge, laboratory infrastructure, analytical competence and institutional memory. The departure of researchers can therefore have effects extending beyond the individual positions they vacate, particularly where an institution cannot readily replace specialised skills or maintain continuity in long-running research programmes.

Nevertheless, it would be incorrect to infer a contraction of Italy’s overall researcher stock from the doctoral migration evidence alone. The European statistical system records research personnel through measures such as full-time equivalents, which differ from the number of individuals holding doctoral degrees. A full-time-equivalent measure relates to the amount of working time devoted to research activities, while doctorate-holder surveys classify people according to their educational qualifications and employment outcomes. The two measures cannot be substituted for one another. The relevant statistical framework is maintained through Eurostat — R&D Personnel and Researchers by Sector of Performance, Sex and Region, dataset rd_p_persreg, which distinguishes research personnel by professional category, institutional sector and geographical location.

This distinction is essential to understanding the difference between potential human-capital loss and an established decline in national research capacity. Italy may experience outward mobility among doctorate holders while simultaneously expanding the number of personnel engaged in domestic R&D. Such developments are not mutually exclusive. The research workforce can grow through new recruitment, the entry of internationally trained researchers, changes in employment intensity or the expansion of industrial research activities, even while some highly qualified individuals depart. Conversely, an increase in total researcher employment does not necessarily establish that all specialised competencies are adequately available or that recruitment and retention conditions are satisfactory in every discipline.

The economic consequences of mobility must therefore be evaluated at several levels. At the individual level, departure changes where a person’s professional expertise is applied. At the institutional level, the effect depends on the researcher’s role, the availability of replacements and the continuity of the scientific programme. At the national level, it depends on the balance between departures, arrivals, returns, new doctoral qualifications, labour-market transitions and changes in the demand for research expertise. At the industrial level, it also depends on whether firms are capable of employing advanced researchers and integrating their competencies into technological development.

The possibility that public investment in doctoral education functions partly as a subsidy to foreign research systems must consequently be formulated with analytical precision. Public institutions finance part of the advanced training that equips researchers with specialised skills. When those researchers subsequently work abroad, organisations in destination countries may obtain the productive benefit of expertise whose formation was supported by the Italian public system. However, that observation does not establish the magnitude of a fiscal transfer or prove that the Italian state receives no compensating benefit. Some researchers may have been internationally mobile before doctoral education, some may participate in joint research with Italian institutions, and others may return with additional expertise. Scientific publications, collaborations and international professional networks can generate value for the country of training even when subsequent employment occurs elsewhere.

The strategic question is therefore one of the balance between publicly financed human-capital formation and the ability of the domestic economy to participate in the benefits of that investment. A persistent disparity may become economically significant when foreign employers systematically offer superior professional opportunities to researchers trained in Italy and domestic institutions lack sufficient mechanisms for replacement, return recruitment or continuing scientific engagement. Establishing the size of the resulting economic exposure would require information on the public cost of doctoral training, individual migration histories, subsequent research productivity, domestic recruitment conditions and the nature of continuing international collaboration. The available Eurodoc and ISTAT data do not support assigning a monetary value to Italy’s supposed scientific losses.

3.7. Research Mobility, International Attraction and the Conditions for a Sustainable National Balance

A further limitation of a purely outward-looking analysis is that Italy is itself a destination for internationally trained individuals. ISTAT reports that 12.3% of those who obtained doctoral qualifications in Italy in 2021 were foreign nationals, while 5.7% had completed their education abroad up to the point of obtaining a university degree before subsequently completing a doctorate in Italy. The survey also identifies a rise in the share of doctorate holders originating abroad who remained resident in Italy after completing their qualification, from 2.4% in the earlier comparison to 7.7% in 2025. These figures have different denominators and refer to distinct aspects of internationalisation; they cannot be combined into a single measure of foreign recruitment. Nevertheless, they demonstrate that the Italian doctoral system participates in both the attraction and outward movement of internationally mobile scientific talent. The primary source is ISTAT — L’inserimento professionale dei dottori di ricerca, March 2026.

This evidence matters because the strategic objective should not be defined as the retention of all researchers trained in Italy. Such a goal would be incompatible with the mobility and collaboration characteristic of modern scientific careers. An internationally competitive research system must instead be capable of maintaining a sustainable balance between scientific education, domestic employment, foreign recruitment, outward mobility, return flows and continued access to internationally dispersed expertise. The strength of the system depends on whether it remains sufficiently attractive to recruit new researchers and sufficiently productive to maintain scientific capabilities as individuals move between organisations and countries.

The conditions supporting that balance are not exclusively financial. Competitive remuneration can reduce economic disincentives, but researchers also require access to well-organised institutions, credible career trajectories, research infrastructure and opportunities to apply their expertise. A university may recruit foreign doctoral candidates through the scientific reputation of a particular laboratory even when compensation is comparatively modest. Whether those researchers subsequently establish careers in Italy depends on employment opportunities and their perception of the domestic research environment after graduation. The same principle applies to Italian citizens returning from abroad. Return incentives may encourage mobility toward Italy, but their long-term effectiveness depends on whether suitable professional conditions exist after the initial appointment or incentive period ends.

The statistical evidence supports a distinction between the economic motives associated with foreign employment and the institutional conditions necessary to make domestic employment attractive. ISTAT’s finding that 81.7% of internationally mobile doctorate holders cite better professional opportunities, while 73.7% identify higher remuneration, indicates that these dimensions frequently operate together. The evidence does not identify a single universally decisive factor, nor establish that salary increases alone would produce the desired retention effect. It suggests that policies intended to improve retention should be evaluated against both the financial value and the professional substance of domestic research careers.

This is also relevant to the relationship between domestic and European research competitiveness. The European Union benefits from scientific knowledge circulating among its participating institutions, but national governments retain substantial responsibilities for financing universities, public research bodies and programmes intended to strengthen domestic technological capabilities. A country investing in advanced education while relying on foreign research systems to provide attractive professional destinations may contribute to the overall European research workforce without necessarily obtaining a proportionate domestic share of its productive activity. Conversely, a country attracting internationally trained researchers can expand its research capability without having financed every stage of their education. The resulting asymmetry is a legitimate matter for national economic strategy, although it should not be mischaracterised as an automatic fiscal loss corresponding to the total cost of every departing researcher.

3.8. Principal Strategic Judgment and Implications for the Next Stage of the Assessment

The combined evidence from Eurodoc and ISTAT establishes a more defensible interpretation of Italy’s doctoral human-capital problem than the proposition that low stipends mechanically cause brain drain. Eurodoc identifies a substantial disadvantage in reported early-career remuneration relative to several European research systems, with an important distinction between scholarship-based and employment-based arrangements. ISTAT independently documents that approximately one in ten doctorate holders from the examined Italian university cohorts lives abroad several years after graduation, that employment suitability and remuneration are major stated reasons for foreign mobility, and that jobs performed abroad more frequently require the doctoral qualification than jobs performed within Italy. These findings support a concern about the attractiveness and occupational utilisation of advanced research skills, while leaving the causal contribution of doctoral stipend levels unresolved.

The distinction is fundamental to policy design. Increasing doctoral compensation could improve access to research careers, reduce immediate financial constraints and strengthen the appeal of domestic training positions. Yet the evidence concerning international employment indicates that a successful retention strategy must also address the availability of appropriate professional opportunities after graduation. A country cannot assume that improvements during doctoral education will be sufficient when subsequent career progression continues to favour foreign institutions and employers. Equally, the presence of international departures does not justify restricting mobility, since foreign experience can contribute to scientific competence and international knowledge networks.

The most important unresolved question is whether Italy possesses sufficient institutional capacity to transform advanced training into a durable domestic research workforce distributed across universities, public research organisations and private-sector R&D. The observed regional differences suggest that the problem is geographically uneven, while the distinction between academic research employment and broader occupational utilisation indicates that the issue cannot be confined to university staffing. National research capacity ultimately depends on the relationship between the formation of specialised skills and the existence of organisations capable of employing those skills productively.

The strategic vulnerability becomes self-reinforcing only under identifiable conditions: when domestic remuneration and professional opportunities discourage qualified candidates from entering research, when researchers who do enter subsequently find stronger opportunities abroad, when domestic institutions cannot replace or attract equivalent expertise, and when the resulting weakness reduces the quality, continuity or economic relevance of national scientific activity. The available evidence establishes important elements of this potential mechanism, particularly the remuneration disparity and the professional motivations associated with foreign employment. It does not establish that the entire sequence has already produced an aggregate decline in Italy’s research capacity.

For Italian institutions, the implication is that the evaluation of scientific human capital must shift from counting doctoral qualifications and funded positions toward understanding the entire research career system. Financial accessibility, employment quality, international mobility and occupational utilisation must be assessed through compatible evidence and linked to the capacity of universities, public research organisations and firms to sustain scientific activity. The fiscal cost of strengthening doctoral conditions will be visible in public and institutional budgets; the economic consequences of insufficient retention will be more difficult to quantify and may emerge over longer periods. That asymmetry does not establish that every increase in remuneration is economically justified, but it demonstrates why decisions based solely on the immediate cost of doctoral positions risk overlooking their wider institutional and productive consequences.

The final judgment of Pillar I is that Italy’s doctoral remuneration disadvantage constitutes a credible structural risk to the attractiveness and sustainability of scientific careers, while the national mobility evidence demonstrates that professional suitability and postdoctoral earnings are central to the decisions of researchers who establish careers abroad. These findings justify treating early-career research conditions as a component of national human-capital and competitiveness policy, but they do not support attributing a quantified national economic loss to the stipend differential alone. The principal challenge is to preserve the benefits of international scientific openness while ensuring that Italy remains capable of attracting, employing and retaining sufficient specialised expertise to support its universities, public research institutions and industrial innovation system.

The analytical foundation established here leads directly to Pillar II, where the question moves from the financial and professional conditions governing scientific talent to the ability of Italian industry to absorb that talent, employ it in applied research and convert advanced knowledge into technological and economic capabilities.

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PILLAR II — INDUSTRIAL INNOVATION, TECHNOLOGICAL SOVEREIGNTY AND THE ALLOCATION OF RESEARCH TALENT

Chapter 4. The Transmission of Doctoral Human Capital into Universities, Public Research Institutions and Industrial R&D

4.1. Italy’s Industrial Research Paradox: Expanding Scientific Expenditure, Uneven Productive Absorption

Italy’s principal challenge in converting advanced scientific education into industrial competitiveness lies in the organisation of the productive system that must employ, integrate and develop specialised knowledge. The problem is more complex than a shortage of doctoral graduates, an inadequate university funding mechanism or a simple discrepancy between Italian and northern European researcher remuneration. It concerns the relationship between the creation of advanced capabilities within universities and public research organisations, the institutional mechanisms that transfer those capabilities into commercial activity, and the willingness and capacity of enterprises to maintain continuous research functions. A country can train highly qualified scientists, participate in international research programmes and possess industrial enterprises with substantial engineering expertise while simultaneously exhibiting a structural weakness in the diffusion of scientific knowledge across its broader productive economy. The relevant strategic question is therefore whether Italy’s research system possesses sufficient organisational continuity, financial depth and industrial demand to transform doctoral training into a lasting contribution to national productivity, technological development and competitiveness.

The most recent comprehensive national statistical evidence available at the October 2026 cut-off materially sharpens this diagnosis. On 24 September 2026, ISTAT published its assessment of research and development expenditure for 2024, accompanied by preliminary evidence for 2025. The 2024 data show that expenditure on intramural research and development increased by 5.6% at current prices compared with the preceding year, with growth across the principal institutional sectors. University R&D expenditure increased by 13.4%, public research institutions recorded growth of 4.7%, and enterprises increased expenditure by 2.4%. Yet the aggregate expansion concealed an increasingly uneven industrial structure. Large enterprises increased their R&D expenditure by 6.4%, while small enterprises recorded a contraction of 13.7% and medium-sized enterprises a decline of 5.2%. Preliminary observations for 2025 indicated a further 2.6% reduction in business R&D expenditure, even as public institutions and private non-profit organisations were expected to record increases of 6.2% and 6.4%, respectively. These findings are documented in La ricerca e sviluppo in Italia — Anni 2024–2025 — ISTAT, 24 September 2026.

This evidence establishes a crucial distinction between the growth of national research expenditure and the expansion of research capability throughout the economy. Increased spending by universities may strengthen scientific capacity, support research teams and generate new knowledge, but it does not automatically produce an equivalent expansion in the number of firms capable of using that knowledge. The divergence between growing university expenditure and declining research investment among smaller enterprises is particularly consequential in Italy because innovation depends on the relationships between different organisational actors, rather than on universities and firms operating as isolated systems. A successful research ecosystem requires companies able to formulate technically demanding problems, identify relevant scientific expertise, finance experimentation, integrate research outcomes into production and retain personnel capable of continuing that process. Where these functions are concentrated within a restricted segment of large enterprises, the economic benefits of advanced scientific training may be unevenly distributed across industries and territories.

The September 2026 ISTAT release identifies approximately €18 billion in business R&D expenditure for 2024, corresponding to 56.6% of total national intramural R&D expenditure. Universities accounted for 26.9%, public research institutions for 14.7% and private non-profit organisations for 1.8%. The figures imply a national research system in which enterprises remain the largest executing sector, but the university system provides an unusually important reservoir of scientific activity relative to the limited R&D functions of many smaller businesses. This configuration creates both an opportunity and a vulnerability. Universities can generate advanced expertise beyond the immediate capabilities of the enterprises surrounding them, creating the conditions for technological upgrading. Yet the ability to translate that expertise into commercial production depends on mechanisms for industrial collaboration, research recruitment and applied development that cannot be assumed to emerge spontaneously from the existence of scientific excellence.

The strategic concern is therefore not that Italy lacks industrial research. It is that its industrial research capabilities are highly concentrated, while the university system must sustain a broad portfolio of scientific disciplines, including activities whose economic application depends on firms developing their own complementary capabilities. The distribution of research expenditure provides direct evidence of this concentration. In 2024, large enterprises accounted for €13.3 billion of business R&D expenditure, equivalent to 76.0% of the business total reported in the relevant classification. Enterprises belonging to multinational groups accounted for 82.2% of business R&D expenditure, with Italian-controlled and foreign-controlled multinational groups each responsible for 41.1%. Independent enterprises contributed only 6.1%, while enterprises belonging to domestic corporate groups accounted for 11.7%. These figures describe research expenditure by corporate ownership and organisation; they do not mean that research conducted by multinational enterprises is economically detached from Italy. They do, however, show that the capacity to finance systematic technological development is strongly associated with organisational scale and membership in larger corporate structures. ISTAT — Research and Development in Italy, 2024–2025, September 2026.

The consequences for doctoral human capital are substantial. Large research-intensive enterprises can create specialised roles in which advanced mathematical, scientific and engineering capabilities are directly integrated into product development, process optimisation and technological experimentation. Smaller firms may possess sophisticated practical competencies and substantial commercial knowledge without maintaining permanent scientific research teams. Such enterprises may employ graduate engineers or technical specialists, but their capacity to recruit doctoral researchers into dedicated research positions depends on the scale, continuity and financing of their innovation activities. The presence of advanced research personnel therefore reflects not only labour supply but also the capacity of enterprises to organise research as a sustained business function.

The distinction becomes particularly important when considering the trajectory of doctoral researchers after graduation. If a university produces specialised expertise for which demand exists principally within a limited population of large companies or foreign research organisations, the researcher faces a narrower domestic market for the direct application of those capabilities. This constraint is not necessarily visible in aggregate employment figures. The individual may obtain employment outside research, enter a technical or managerial role, or move internationally toward an organisation capable of employing the specialised qualification more directly. The resulting economic issue is not simply emigration. It is a possible mismatch between the level of expertise developed through doctoral training and the institutional sophistication of the domestic employers capable of absorbing it.

4.2. The Composition of Italy’s Research System: Expenditure, Personnel and Institutional Capacity

The scale of this structural imbalance becomes clearer when financial expenditure is considered alongside the distribution of research personnel. ISTAT reports approximately 510,000 individuals engaged in research and development activities in Italy in 2024, representing a reduction of 1.8% relative to 2023. Expressed in full-time equivalents, the research workforce amounted to approximately 352,000 units, an increase of 1.2%. Researchers themselves accounted for approximately 179,000 full-time equivalents, representing 50.9% of total R&D personnel and an increase of 5.4% compared with the preceding year. These measurements must not be treated as interchangeable. The headcount includes individuals participating in R&D activities regardless of their precise share of working time, whereas full-time equivalents express the effective volume of labour devoted to research. A change in either measure can therefore reflect adjustments in the intensity of research employment as well as changes in the number of individuals involved.

The sectoral composition is more revealing than the aggregate. University R&D personnel increased by 12.0% in headcount and 13.6% in full-time equivalents, while the corresponding measures for enterprises declined by 10.5% and 5.9%. Public institutions increased R&D personnel by 4.0% in headcount and 5.6% in full-time equivalents. Within universities, researchers represented 68.2% of R&D personnel, compared with 62.3% in public institutions and only 37.2% in enterprises. The business sector also recorded a 4.3% decline in researcher full-time equivalents, whereas universities registered a 15.3% increase. These are not trivial variations in the distribution of scientific labour. They indicate that expansion within the institutional research system coexisted with a contraction in the human resources devoted to R&D activities by enterprises. The figures are reported in ISTAT — La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026.

Research indicator	Italy, 2024	Annual change or composition	Strategic significance
Total R&D expenditure	Approximately €31 billion	+5.6% in current prices	Aggregate research investment expanded
Business R&D expenditure	Approximately €18 billion	56.6% of national expenditure	Largest executing sector
University share of R&D expenditure	26.9%	University spending +13.4%	Expansion of institutional scientific activity
Public research institution share	14.7%	Spending +4.7%	Significant publicly executed research capacity
Private non-profit share	1.8%	Part of the national total	Smaller complementary sector
Total R&D personnel	Approximately 510,000 people	−1.8%	Declining headcount
R&D personnel in full-time equivalents	Approximately 352,000	+1.2%	Increased total research labour input
Researchers in full-time equivalents	Approximately 179,000	+5.4%	Expansion of the researcher component
University R&D personnel, FTE	Not separately reproduced here	+13.6%	Strong institutional workforce growth
Enterprise R&D personnel, FTE	Not separately reproduced here	−5.9%	Contraction in industrial research labour input
Enterprise researcher FTE	Not separately reproduced here	−4.3%	Declining business research workforce
University researcher FTE	Not separately reproduced here	+15.3%	Expansion of university research capability

Source: La ricerca e sviluppo in Italia — Anni 2024–2025 — ISTAT, 24 September 2026. Values are rounded as published. Expenditure shares refer to institutional sectors performing R&D; personnel measures distinguish headcount from full-time-equivalent employment.

The combination of rising overall research expenditure and falling business research personnel indicates that the quantity of financial resources allocated to R&D does not translate automatically into a proportional expansion of research employment. Several explanations may be compatible with such a divergence, including changes in the composition of research projects, expenditure on equipment and services, changes in personnel costs, organisational restructuring or greater concentration of activity within enterprises undertaking capital-intensive research. The published aggregate figures do not establish the contribution of each explanation. They do, however, demonstrate that policies aimed at supporting doctoral researchers must be evaluated in relation to both the financial volume and the employment structure of domestic R&D.

An increase in university research personnel alongside a decrease in business research personnel may create an institutional imbalance if the objective is to expand the direct contribution of scientific expertise to industrial production. Such a divergence does not inherently indicate waste or inefficiency. Universities and enterprises perform different functions, and increased public or university research may generate benefits over long periods that cannot be measured through immediate industrial recruitment. Nevertheless, if enterprises reduce their research workforce while universities expand scientific training, the domestic employment opportunities available to research graduates may evolve differently from the national supply of scientific qualifications.

The sectoral structure also influences which categories of scientific workers are available to firms. Researchers constitute one part of the wider R&D workforce, which also includes technicians, specialist support personnel and other employees contributing to research activities. ISTAT’s observation that the business sector experienced a larger decline in overall R&D personnel than in its researcher component suggests that the contraction was particularly pronounced among other personnel categories. This matters because industrial R&D depends on teams with complementary capabilities. A company can employ highly qualified researchers but still lack the technicians, testing personnel, development engineers and operational support needed to convert scientific knowledge into reproducible products and processes. Conversely, an enterprise may possess a strong engineering and technical workforce while lacking the doctoral-level scientific expertise required for certain forms of advanced research. The industrial absorption of doctoral human capital therefore depends on the existence of complementary organisational capabilities rather than on the number of doctorate holders alone.

4.3. The Concentration of Research within Corporate Groups and Its Consequences for Scientific Employment

The predominance of large enterprises and multinational groups in Italian R&D expenditure introduces an important dimension of industrial governance. Research decisions undertaken by large corporate groups are influenced by product strategy, technological priorities, investment returns, access to specialised personnel and the international distribution of corporate activities. Where research expenditure is concentrated in multinational enterprises, domestic scientific employment may depend partly on decisions made within organisations operating across several jurisdictions. This does not mean that multinational investment is undesirable. Foreign-controlled and Italian-controlled multinational enterprises can provide significant research employment, access to international scientific networks and opportunities for technological upgrading. It does mean, however, that the territorial location of advanced research activity becomes a strategic variable rather than an automatic consequence of the presence of industrial production.

The 2024 ISTAT figures demonstrate the scale of this concentration. Multinational groups accounted for 82.2% of business R&D expenditure, divided equally between Italian-controlled and foreign-controlled groups at 41.1% each. The same release identifies a strong increase in research spending among Italian-controlled multinationals, at 13.7%, and foreign-controlled multinationals, at 11.3%, while independent enterprises recorded a contraction of 18.4% and domestic corporate groups a reduction of 19.1%. These figures describe a research system increasingly influenced by the investment strategies of large, internationally connected organisations. ISTAT — Research and Development in Italy, September 2026.

Business R&D performer category	Share of enterprise R&D expenditure, 2024	Annual expenditure change
Italian-controlled multinational groups	41.1%	+13.7%
Foreign-controlled multinational groups	41.1%	+11.3%
Enterprises in domestic corporate groups	11.7%	−19.1%
Independent enterprises	6.1%	−18.4%
All multinational groups combined	82.2%	Derived from the two ownership categories

Source: ISTAT — La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026. Ownership categories describe the organisation of expenditure, not the nationality of the researchers employed or the ownership of resulting intellectual property.

This structure affects how doctoral expertise can contribute to national industrial capabilities. A doctoral researcher employed by an Italian subsidiary of an international group may perform valuable research within Italy, participate in global development projects and contribute to domestic technological activity. However, the location of final strategic decisions concerning product development, intellectual property or subsequent manufacturing may not coincide with the location of the researcher. Conversely, an Italian-controlled multinational may employ researchers abroad while maintaining important scientific and technological functions domestically. The distinction between the place where research occurs, the corporate entity controlling the activity and the jurisdiction in which subsequent economic value is realised is therefore essential.

For public policy, the objective cannot simply be to maximise the number of doctoral graduates employed by any large enterprise. It must also consider whether such employment contributes to the continuity of domestic research functions, the development of specialised suppliers, the circulation of knowledge within industrial clusters and the establishment of local capabilities that survive changes in individual corporate investment decisions. A foreign-controlled research laboratory can become a valuable component of the Italian innovation ecosystem if it maintains sustained relationships with domestic institutions and suppliers. Yet the existence of the laboratory alone does not establish the extent of those relationships.

The concentration of R&D expenditure also suggests why the difficulties facing smaller enterprises cannot be resolved exclusively by increasing the supply of doctoral talent. Small firms may not possess the resources needed to finance dedicated research posts, particularly where technological projects involve uncertain returns and significant fixed costs. Research collaboration, shared laboratories, industrial consortia and access to specialised public facilities may offer alternative organisational mechanisms. Such arrangements can permit companies to benefit from scientific expertise without individually bearing the entire cost of maintaining a permanent research department. Their effectiveness, however, depends on governance, continuity, the definition of intellectual property rights and the capacity of participating firms to formulate and implement research objectives.

4.4. Sectoral Research Specialisation and the Geography of Industrial Demand

Italy’s industrial research profile is not distributed evenly across technologies. ISTAT identifies the production of transport equipment and the manufacture of machinery and equipment as particularly significant research-intensive sectors, together accounting for 35.9% of business R&D expenditure in 2024. Electronics, information technology, research services and pharmaceuticals also each account for more than 5% of the business total. The concentration reflects the technological composition of Italy’s industrial system and the importance of applied engineering, production processes and complex manufacturing. It also indicates where doctoral expertise can encounter specialised industrial demand and where the development of research capabilities may depend on adapting scientific methods to established productive activities. ISTAT — Research and Development in Italy, September 2026.

The annual changes within individual industries are particularly informative because they demonstrate that the technological demand environment is neither homogeneous nor stable. Between 2023 and 2024, ISTAT records an increase of 22.0% in R&D expenditure associated with other transport equipment, 18.9% in pharmaceuticals, 19.5% in fabricated metal products and 6.5% in information technology. By contrast, telecommunications expenditure declined by 13.9%, automotive R&D by 9.3%, machinery by 6.0%, research activities by 6.3% and electronics by 4.2%. These changes should not be interpreted as permanent structural trajectories from a single annual observation. They nevertheless show that employment opportunities for specialised researchers can change substantially across industrial sectors even when total business research expenditure increases.

Italian business R&D activity	Change in R&D expenditure, 2024 versus 2023
Other transport equipment	+22.0%
Fabricated metal products	+19.5%
Pharmaceuticals	+18.9%
Information technology	+6.5%
Electronics	−4.2%
Machinery and equipment	−6.0%
Research activities	−6.3%
Automotive	−9.3%
Telecommunications	−13.9%

Source: ISTAT — La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026. Changes refer to sectoral R&D expenditure at current prices and should not be equated with changes in researcher employment or technological output.

The sectoral evidence indicates why the effective industrial use of doctoral training requires more than a general policy intended to increase the supply of researchers. Different technological fields demand different combinations of scientific expertise, engineering capabilities and industrial infrastructure. Research in materials science may contribute to manufacturing processes, energy technologies and advanced components. Mathematical and computational expertise may be relevant across artificial intelligence, industrial automation, financial technology and scientific modelling. Biological and chemical research may support pharmaceutical production, biotechnology and industrial processes. The transferability of such skills is an economic asset, but it does not eliminate the need for specialised employer capabilities.

The territorial concentration of research further complicates this picture. ISTAT reports that Lombardy, Emilia-Romagna, Lazio and Piedmont together accounted for €18.9 billion of R&D expenditure in 2024, representing more than 60% of the national total. Lombardy contributed approximately one fifth, while each of the other three regions exceeded a 10% share. This concentration reflects the geographical distribution of universities, corporate research facilities, specialised industries and public institutions, but it also produces unequal opportunities for researchers across the country. ISTAT — Research and Development in Italy, Regional Results, September 2026.

Emilia-Romagna recorded R&D intensity equivalent to 2.32% of regional GDP, while Piedmont reached 2.20%. The corresponding business-sector components were 1.75% and 1.67%. These figures are substantially more informative than a uniform national characterisation because they indicate the presence of regional systems in which industrial research accounts for a comparatively large share of economic activity. In contrast, the total R&D intensity of many southern regions remained below 1% of regional GDP, although Campania reached 1.29% and Abruzzo 1.09%. The difference does not establish an absence of scientific capability in southern Italy. Rather, it indicates that the organisation and financing of research are geographically differentiated, with universities and public institutions playing a proportionately greater role in several southern regions than in the principal northern industrial concentrations.

This imbalance has implications for the territorial deployment of doctoral human capital. Where university research is substantial but industrial research demand is limited, doctoral graduates may face fewer opportunities to apply their expertise within the surrounding regional economy. They may move toward national industrial centres, pursue academic careers in other regions or establish professional trajectories abroad. Such movements can be individually rational while weakening the local economy’s capacity to develop technologically sophisticated production. A territorial innovation strategy must therefore account for the geographical relationship between research supply and industrial demand rather than assume that expanding doctoral programmes in a region will automatically generate corresponding local research employment.

The public research system can partially address this imbalance by providing technical facilities, scientific expertise and collaborative opportunities to enterprises that cannot maintain comparable capabilities internally. Yet public research institutions cannot simply substitute for the industrial demand required to transform research outcomes into commercial production. The institutional challenge is to ensure that scientific capabilities and productive opportunities become complementary within regional economies, rather than remaining concentrated in separate organisations whose interaction is episodic or underfunded.

4.5. The Division of Scientific Labour Between Universities, Public Research Institutions and Enterprises

A further dimension of Italy’s industrial research structure concerns the division between fundamental research, applied research and experimental development. This distinction is not merely academic. Different forms of research generate different types of economic value, operate over different time horizons and require different organisational arrangements. Fundamental research may create knowledge whose practical applications are initially uncertain, while applied research is directed toward identifiable scientific or technological objectives. Experimental development is more closely associated with the systematic use of existing knowledge to produce or improve products and processes. The productive significance of doctoral human capital depends partly on how these activities are connected and whether institutions can maintain continuity between the creation of scientific knowledge and its eventual application.

ISTAT’s September 2026 release provides a quantitative picture of this division. In 2024, Italian expenditure on applied research reached approximately €12.5 billion, while experimental development amounted to €10.5 billion and basic research to €8 billion. Experimental development expenditure increased by 9.8%, basic research by 5.9% and applied research by 2.1% in current prices. The share of total R&D expenditure assigned to experimental development increased from 32.7% in 2023 to 34.0% in 2024, while the share assigned to applied research declined from 41.6% to 40.2%. These movements suggest a changing composition of national research activity, with a greater proportion of expenditure directed toward development activities closer to technological implementation. They do not, by themselves, demonstrate an increase in successful innovation or commercially valuable outputs. ISTAT — La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026.

Type of R&D activity	Italian expenditure, 2024	Annual change	Share of total R&D
Basic research	Approximately €8.0 billion	+5.9%	Approximately 25.8%
Applied research	Approximately €12.5 billion	+2.1%	40.2%
Experimental development	Approximately €10.5 billion	+9.8%	34.0%

Source: ISTAT — Research and Development in Italy, 2024–2025. Expenditure is rounded; the basic-research share is calculated approximately from the rounded figures, while the applied-research and experimental-development shares are reported directly.

The more consequential distinction emerges from the allocation of these activities among institutional sectors. ISTAT reports that universities devote more than half of their R&D expenditure to basic research, reflecting their role in generating scientific knowledge across disciplines. Public research institutions allocate 64.9% of their R&D expenditure to applied research, while private non-profit institutions allocate 50.0%. Enterprises increased expenditure on experimental development by 9.8% while reducing expenditure on basic research by 5.8% and applied research by 4.6%. This pattern suggests that the role of universities and public research organisations in sustaining earlier-stage scientific activity may become especially important when enterprises concentrate a growing proportion of their budgets on development closer to industrial application.

The strategic risk is not the specialisation of institutions in different kinds of research. Such specialisation can be economically efficient and scientifically productive. The risk emerges when the mechanisms connecting these activities are insufficiently developed. Firms that concentrate on experimental development still require access to new scientific methods and discoveries, while universities undertaking basic research benefit from interactions with industrial problems that reveal opportunities for applied investigation. Doctoral researchers can participate in this exchange because their training involves advanced methodological competence and the ability to investigate technically difficult problems. Yet the transmission of expertise depends on the institutional arrangements through which universities, public laboratories and firms collaborate.

Knowledge transfer is often described in terms of patents, licensing agreements or commercialisation activities, but these mechanisms represent only part of the process. Researchers moving between universities and enterprises can transfer specialised knowledge that has not been fully formalised in documents. Joint research projects may permit industrial engineers to acquire new analytical methods while academic researchers gain experience with manufacturing constraints. Shared research infrastructure can reduce the fixed costs associated with experimentation. Long-term collaborations can produce the mutual understanding required to formulate research programmes with both scientific relevance and industrial applicability.

The effectiveness of these mechanisms depends on the continuity of the relationships. A single collaborative project may generate useful results, but it does not necessarily create a durable research capability within the participating enterprise. The firm must retain personnel capable of reproducing and extending the knowledge acquired. The university must preserve the scientific competence required to maintain the relationship. The public research institution must possess sufficient operational resources to sustain its contribution. Doctoral human capital is therefore not simply an input transferred from one organisation to another; it is part of the connective infrastructure through which a national innovation system develops cumulative technological capabilities.

4.6. Principal Judgment: Scientific Capacity Is Expanding Faster Than Its Industrial Distribution

The evidence examined in this chapter establishes a significant institutional asymmetry within Italy’s research system. The expansion of university R&D expenditure and personnel demonstrates that scientific activity is not uniformly contracting. The simultaneous reduction in industrial R&D personnel, the weakness of smaller enterprises’ research expenditure and the concentration of business research within large multinational groups indicate that the domestic capacity to absorb advanced scientific expertise is unevenly distributed. This divergence is particularly consequential for doctoral researchers because the value of their training depends not only on the ability of universities to produce expertise but also on the existence of organisations capable of employing it effectively.

Italy’s industrial research challenge is therefore one of institutional integration. Expanding doctoral training may increase the supply of qualified researchers, but the economic benefits will depend on whether enterprises possess sufficient demand, complementary technical personnel, financing and organisational capacity to use those researchers productively. Increasing industrial R&D expenditure can strengthen that demand, but its effectiveness will depend on the availability of appropriate expertise and collaboration with scientific institutions. Research universities, public laboratories and private enterprises must consequently be understood as complementary components of a national technological system whose performance cannot be assessed through any single expenditure or employment indicator.

The decisive conclusion is that Italy’s ability to retain the economic value of doctoral human capital depends on broadening the industrial utilisation of scientific expertise, not simply on expanding the number of researchers trained or increasing aggregate research expenditure. This conclusion leads to the technological fields in which the importance of complementary human capital is particularly apparent, beginning with artificial intelligence and advanced industrial technologies.

Chapter 5. Artificial Intelligence, Advanced Technologies and the Absorptive Capacity of Italian Industry

5.1. Artificial Intelligence as a Test of the Relationship Between Scientific Expertise and Industrial Transformation

Artificial intelligence provides a particularly revealing test of whether Italy’s industrial system possesses the organisational and scientific capabilities necessary to convert access to advanced technology into sustained productivity improvements. Unlike technologies whose productive application depends primarily on acquiring a particular machine or piece of equipment, many forms of artificial intelligence require continuous interaction between computational methods, organisational data, domain expertise and operational processes. The commercial availability of software or externally developed AI models can reduce barriers to initial experimentation, but it does not eliminate the need for internal technical competence. Firms must identify economically relevant problems, determine whether available data are suitable for analysis, evaluate model reliability, integrate outputs into decision-making processes and maintain accountability for technical performance. These activities require combinations of skills that extend beyond routine software use and may include expertise developed through doctoral research in mathematics, computer science, engineering, statistics and specialised scientific disciplines.

The European Commission’s 2025 assessment of Italy under the Digital Decade programme identifies a significant discrepancy between improvements in digital infrastructure and the adoption of advanced technologies by enterprises. Italy made progress in digital connectivity and digital public services, with fibre-to-the-premises coverage reaching 70.7%, broadly matching the European Union average. The Commission simultaneously identified persistent challenges in AI adoption and the development of the start-up ecosystem. In the 2024 reference data included in the 2025 assessment, only 8.2% of Italian enterprises had adopted artificial intelligence, despite 70.2% of Italian small and medium-sized enterprises having achieved at least a basic level of digital intensity. The distinction demonstrates that basic digital capability and the productive adoption of advanced computational technologies are different stages of technological development. European Commission — Italy 2025 Digital Decade Country Report, June 2025.

These figures are important because they establish a measurable difference between the diffusion of basic digital tools and the use of more sophisticated technological systems. A company may possess broadband connectivity, enterprise software and digital administrative processes without having the personnel, data infrastructure or organisational capacity required to implement AI successfully. The adoption of artificial intelligence is therefore not simply an extension of ordinary digitalisation. It often requires changes in the way information is collected, interpreted and applied within production, logistics, quality control, product development and management.

More recent European Commission monitoring indicates that Italy’s enterprise AI adoption reached approximately 16.4% in 2025, compared with a European Union average of 19.95%. The corresponding Italian rate had been 8.2% in 2024, compared with an EU average of 13.48%. These figures indicate substantial growth in Italian AI adoption, while also showing that the country remained below the Union average. The comparison is particularly significant because rapid percentage growth from a low starting point does not necessarily eliminate a structural adoption gap. The relevant European Commission country material is available through the European Commission — State of the Digital Decade, 2025 Country Reports and the European Commission — Italy Digital Decade Assessment.

The difference between adoption and advanced technological capability must remain explicit. An enterprise counted as using artificial intelligence is not necessarily developing its own models, employing doctoral-level researchers or producing proprietary technological knowledge. The statistical definition captures reported use of specified AI technologies, not the sophistication, productivity impact or domestic ownership of the underlying systems. Consequently, an increase in enterprise AI adoption cannot be interpreted automatically as an increase in indigenous AI research capability. Conversely, firms may obtain significant economic benefits from commercially available tools without maintaining dedicated scientific research departments. The relevance of doctoral human capital varies according to the complexity of the application and the extent to which the firm must modify or develop technology rather than merely operate it.

This distinction is central to the strategic position of Italian industry. For routine applications, accessible commercial technologies may permit enterprises to obtain productivity improvements with limited specialised research employment. For technically demanding applications involving industrial data, high-reliability systems, complex engineering processes or proprietary model development, the availability of advanced scientific expertise becomes more important. The strategic problem is therefore not whether every Italian enterprise should employ doctoral researchers. It is whether the national system has enough organisations capable of undertaking the forms of technological development for which such expertise is essential.

5.2. The Industrial Distribution of Artificial Intelligence Adoption

The Commission’s 2025 assessment identifies an important difference between the AI adoption rates of smaller and larger Italian enterprises. In the subsequent 2025 observations, approximately 15.70% of Italian SMEs were reported as using AI, compared with 18.90% across the European Union. Among large Italian enterprises, the adoption rate reached approximately 53.09%, against 55.03% for the corresponding EU population. These figures show that AI adoption increases markedly with enterprise size, while Italy’s adoption rates remained below the European averages in both groups. The annual growth in the Italian SME adoption rate was substantial, but the continuing difference in levels indicates that diffusion across the productive system remained incomplete.

AI adoption indicator	Italy	European Union	Reference year
Enterprises using AI	8.2%	13.48%	2024
Enterprises using AI	16.4%	19.95%	2025
SMEs using AI	15.70%	18.90%	2025
Large enterprises using AI	53.09%	55.03%	2025
Italian AI adoption growth	Approximately 100%	Approximately 48%	2024–2025

Source: European Commission — State of the Digital Decade country reporting. Percentages refer to reported enterprise technology adoption, not the number of researchers employed, the domestic development of AI models or measured productivity gains.

The difference between large and smaller enterprises is consistent with the broader R&D expenditure structure identified by ISTAT. Large enterprises generally have more resources to finance technological experimentation, recruit specialised personnel, undertake organisational transformation and absorb the risks associated with complex innovation projects. Smaller firms may possess valuable data and specific industrial problems that could benefit from AI, but their ability to convert those opportunities into functioning technological applications is constrained by the availability of personnel, financing and technical infrastructure. The relationship between enterprise size and AI adoption cannot be attributed solely to the availability of doctoral researchers, since many other factors contribute to adoption. Nevertheless, the pattern identifies the organisational environment within which advanced scientific skills must be deployed.

A critical dimension is the distinction between purchasing a technology and possessing the capacity to evaluate it. AI systems can produce outputs that appear plausible while containing errors, reflecting limitations in training data or behaving unpredictably under conditions different from those encountered during development. Industrial adoption therefore requires verification methods appropriate to the application. In manufacturing, an automated inspection system must be evaluated against the defects it is intended to identify. In process optimisation, a model must operate within the physical constraints of the production system. In scientific research, analytical methods must be reproducible and their limitations sufficiently understood. Such requirements create demand for technical expertise capable of combining computational methods with domain-specific knowledge.

Doctoral researchers may contribute to this process through advanced modelling, statistical inference, optimisation, experimental design and the validation of complex technical systems. Yet the contribution is effective only when the firm possesses the organisational structures needed to integrate their work. A researcher cannot generate sustained industrial value if there is no reliable access to relevant data, no operational personnel capable of implementing findings or no managerial commitment to maintain the resulting system. The absorptive capacity of an enterprise therefore involves the combination of scientific expertise, data governance, technical infrastructure and operational decision-making.

The policy implication is that support for AI adoption and investment in advanced human capital are complementary rather than interchangeable. Subsidising technological purchases may accelerate diffusion, but it does not necessarily create the domestic capacity to develop and control sophisticated applications. Financing additional doctoral positions may increase the supply of scientific expertise, but it does not automatically generate industrial demand for that expertise. Sustainable technological upgrading requires both the personnel capable of understanding advanced systems and the organisational investments necessary to apply their knowledge productively.

5.3. From Digital Adoption to Technological Sovereignty: The Critical Role of Internal Scientific Capability

The concept of technological sovereignty must be defined carefully if it is to have practical relevance to industrial research policy. It does not require every country or company to design independently every technological component it uses, nor does it imply that reliance on international scientific cooperation is inherently undesirable. Modern advanced technologies depend on specialised supply chains, research collaboration and international markets. The relevant issue is whether a national economy retains sufficient competence to understand, evaluate, adapt and, where strategically necessary, develop the technologies on which important productive and institutional functions depend. This requires distinguishing commercial access from operational control, technical competence and the ability to pursue independent innovation.

For Italy, this distinction is particularly important because technological adoption can advance faster than domestic technological development. The availability of externally produced AI systems, software platforms, computational services and industrial automation solutions may allow firms to modernise without undertaking substantial internal research. Such adoption can be economically rational, especially where developing equivalent technologies internally would impose disproportionate costs. However, excessive dependence on external suppliers can become strategically significant when firms lack the expertise required to assess technological limitations, manage integration risks, protect sensitive operational information or modify systems in response to changing requirements.

The significance of doctoral human capital arises from its contribution to the domestic capacity for independent technical judgment. Advanced research training develops competencies in identifying unresolved problems, evaluating evidence, designing experiments and assessing the reliability of scientific claims. These abilities are relevant not only to the creation of new technologies but also to their responsible procurement and adaptation. A company with appropriately qualified personnel can become a more sophisticated purchaser of technological systems because it is better positioned to distinguish technical performance from marketing claims, evaluate alternative solutions and understand the limitations of suppliers’ products.

Such capabilities can also influence the distribution of economic value between technology suppliers and industrial users. Where firms purchase externally developed systems without possessing sufficient internal expertise, they may become dependent on suppliers for maintenance, modifications and future improvements. Where firms develop internal technical competence, they may negotiate and manage technology relationships more effectively, integrate competing systems and develop proprietary applications adapted to their industrial requirements. The resulting benefit is not necessarily the elimination of external dependence, but the creation of greater strategic flexibility.

This mechanism is relevant to semiconductors, advanced materials, robotics and automated industrial systems as well as artificial intelligence. Each of these fields requires substantial accumulated knowledge and specialised expertise. The ability to manufacture technologically sophisticated products does not automatically confer control over every underlying technology, just as access to advanced components does not guarantee the ability to design, modify or replace them. The distribution of doctoral-level expertise across research organisations and enterprises can influence the extent to which domestic industry participates in the development of technological knowledge rather than remaining primarily a user of externally created solutions.

The European Commission’s assessment recognises that Italy possesses important capabilities in strategic technologies, particularly quantum technologies and semiconductors, despite its difficulties in AI adoption and the development of high-growth technology enterprises. This juxtaposition is significant because it demonstrates that national technological capability is sector-specific. Italy may maintain internationally relevant scientific and industrial positions in selected technological domains while facing weaker adoption or investment patterns elsewhere. A credible industrial research strategy must therefore distinguish between sectors where existing capabilities provide a platform for further development and areas where the main challenge is to acquire, adapt or disseminate externally developed technologies. European Commission — Italy 2025 Digital Decade Country Report, June 2025.

The strategic issue is consequently not whether Italy possesses scientific talent in an abstract sense. It concerns whether its institutions and enterprises can maintain sufficient concentrations of specialised expertise in technologies whose development and application have become central to economic competitiveness. Such concentrations depend on sustained employment opportunities, access to equipment, experienced research leadership and the ability to coordinate work across organisational boundaries. The remuneration and career structures examined in Pillar I influence the availability of this expertise, while the industrial investment patterns examined in Chapter 4 determine where it can be employed.

5.4. The Complementarity Between Research Personnel, Computational Infrastructure and Industrial Investment

Advanced technological development depends on investments that are complementary rather than freely substitutable. Computational infrastructure can provide the resources needed to train and operate sophisticated AI systems, but it does not independently determine which industrial problems should be addressed or whether the resulting models produce reliable and economically useful outcomes. Research personnel may possess the expertise needed to develop innovative methods, but their contribution can be constrained by insufficient computational resources, poor data quality or limited access to operational environments. Firms may finance technology projects without obtaining substantial returns if organisational processes remain incompatible with the new systems.

This relationship explains why the economic return from technological expenditure cannot be understood solely through capital investment. A firm’s productive capability depends on its ability to combine infrastructure, scientific expertise, data resources, management and operational knowledge. Where one component is missing, the value generated by the others can be reduced. The mechanism is especially important for smaller enterprises because the fixed costs associated with advanced research can be disproportionate to their individual scale. Shared research facilities, collaboration with universities and access to external technical expertise may help overcome those constraints, but their effectiveness depends on the continuity of the relationships and the ability of participating firms to retain acquired knowledge.

The Italian evidence indicates that these complementarities are relevant across a substantial part of the industrial system. ISTAT reports that engineering sciences and technological research account for 55.6% of total Italian R&D expenditure. Within enterprises, the corresponding concentration reaches 83.3%. These figures demonstrate the importance of engineering-oriented research to the country’s industrial innovation profile. They also indicate that scientific human capital must be understood through its relationship with established industrial capabilities rather than through an exclusive focus on emerging digital technologies. ISTAT — Research and Development in Italy, September 2026.

In industrial engineering, the economic value of research personnel frequently depends on integrating scientific analysis with practical production expertise. Mathematical modelling may improve the understanding of complex processes, while materials research may inform the selection or development of components with particular physical properties. Experimental design can help identify the effects of changes in manufacturing conditions, and computational methods can support the interpretation of operational data. These functions may contribute to productivity, product quality, resource efficiency or the development of new production capabilities. Their effectiveness depends on technically competent industrial teams as well as researchers.

This creates a strategic distinction between technological adoption and the internalisation of technological capabilities. A firm may adopt a new production technology through an external supplier and obtain immediate benefits. Internalisation occurs when the organisation also acquires sufficient knowledge to maintain, modify and improve the technology in response to changing requirements. Doctoral-level expertise can contribute to that process, but the necessary combination of skills varies across sectors. Some enterprises require researchers with advanced computational expertise; others need materials scientists, physicists, chemists, biomedical researchers or specialists in complex industrial systems.

The relevance for national competitiveness lies in the cumulative character of these capabilities. Repeated interaction between research personnel and industrial operations can generate knowledge that becomes embedded within the organisation. Such knowledge can improve the design of subsequent projects and reduce dependence on external expertise. However, the accumulation process requires continuity. When experienced researchers leave and cannot be replaced, firms may lose part of their capacity to extend previous technological developments. The consequences may be particularly important in specialised activities where operational knowledge is not fully documented and successful research depends on familiarity with particular equipment, processes or experimental conditions.

The challenge for Italy is therefore not simply to increase the total number of people with advanced qualifications. It is to create conditions under which specialised expertise can accumulate within productive organisations, while remaining connected to universities and research institutions capable of supplying new knowledge. The national innovation system becomes more resilient when research capabilities are distributed across multiple organisations with sufficiently strong connections to sustain scientific cooperation. It becomes more vulnerable when advanced expertise remains concentrated in a limited number of institutions or firms without effective mechanisms for diffusion.

5.5. Industrial Technology Adoption and the Political Economy of Research Investment

The decision of an enterprise to recruit doctoral researchers or undertake internal R&D is influenced by the expected economic return from those activities. Research can involve substantial uncertainty, particularly where technological feasibility, market demand or the time required for commercialisation cannot be determined in advance. Firms facing limited financial resources or strong short-term operational pressures may prefer investments with more predictable returns. Such decisions can be individually rational while producing a national pattern of underinvestment in knowledge-intensive activities.

This issue is particularly relevant when the benefits of research extend beyond the organisation financing it. Scientific knowledge may circulate through professional mobility, publications, collaboration and the diffusion of technological methods. An individual firm may be unable to capture all the benefits generated by its research expenditure, creating a potential divergence between private incentives and the broader economic value of scientific investment. Public support for research and innovation can be justified partly by this divergence, but the effectiveness of such support depends on whether the mechanisms used actually address the underlying constraints.

Direct incentives for R&D expenditure, collaborative research programmes, shared infrastructure and measures supporting specialised recruitment operate through different channels. An expenditure incentive may reduce the effective cost of research, but it does not necessarily provide access to appropriately qualified personnel. A collaborative programme may connect firms with universities, but it requires clear responsibilities and mechanisms for translating research outcomes into practical applications. Support for doctoral recruitment can expand the supply of advanced expertise, but it must be aligned with genuine research activities rather than used simply to reduce ordinary labour costs.

The institutional design of these interventions determines whether public expenditure produces additional research activity or subsidises projects that would have been undertaken without support. The distinction is important because technological development depends on more than the nominal volume of public financing. A policy may increase reported research expenditure without proportionately increasing the scientific capabilities available to firms. Conversely, a targeted improvement in research organisation or access to specialised expertise may generate benefits that are not immediately visible in expenditure totals.

The observed concentration of Italian business R&D reinforces the need to distinguish between support for established research performers and the expansion of capability among enterprises that currently undertake little formal research. Policies directed toward large firms may produce substantial technological outputs because those organisations possess the complementary capabilities necessary to execute complex projects. Policies directed toward smaller enterprises may have a different objective: developing the organisational competence needed to begin or expand systematic research activity. The appropriate measure of success therefore differs according to the recipient. For established research-intensive enterprises, the relevant outcomes may include additional research activity, technological development and sustained domestic employment. For smaller firms, the relevant achievement may be the creation of an enduring capacity to identify and use advanced scientific knowledge.

The strategic implication is that Italy’s digital and industrial transformation requires differentiated institutional instruments rather than a uniform assumption that technology expenditure automatically generates innovation. Advanced scientific personnel form part of the infrastructure required to transform access to technology into independent technological capability. Their effective employment depends on the financing, organisational sophistication and strategic objectives of the enterprises in which they work.

5.6. Principal Judgment: The Constraint Is Technological Absorption, Not Mere Technological Availability

The evidence presented in this chapter indicates that Italy’s technological challenge cannot be understood solely through indicators of access to digital infrastructure or enterprise adoption of advanced software. The European Commission’s assessment demonstrates substantial progress in parts of the digital infrastructure system, alongside slower diffusion of AI and persistent differences between smaller and larger enterprises. ISTAT’s research expenditure data independently reveal a productive system in which advanced technological investment is heavily concentrated in larger organisations.

These findings support the judgment that the availability of doctoral-level scientific expertise is economically consequential because advanced technological adoption requires capabilities that cannot always be purchased as finished products. The precise contribution of doctoral researchers varies across technologies and enterprises, and the available evidence does not permit a numerical estimate of how much Italy’s AI adoption rate would increase under a different doctoral remuneration system. Nevertheless, the causal mechanisms are sufficiently clear to identify a strategic dependency: sophisticated industrial technologies generate durable national value when firms possess the personnel and organisational capabilities needed to understand, integrate and improve them.

Italy’s technological sovereignty is therefore better assessed through the depth of its internal scientific and industrial capabilities than through the volume of technology it purchases or the number of enterprises reporting initial adoption. This distinction provides the foundation for comparing Italy with other major European research systems, where differences in funding intensity, industrial organisation and institutional capacity influence the distribution of scientific value.

Chapter 6. European Research Competition: Italy, Germany, France, the United Kingdom and the Distribution of Scientific Value

6.1. Europe’s Unequal Research Economies: The Difference Between Scientific Participation and Industrial Scale

The competition for research talent within Europe is inseparable from the unequal financial and organisational capacities of national innovation systems. Italy, Germany, France and the United Kingdom participate in overlapping scientific networks, recruit researchers from international labour markets and maintain institutions capable of contributing to advanced technological development. Nevertheless, the scale of their research expenditure, the relative contribution of enterprises, the organisation of public research and the economic opportunities available to scientific personnel differ substantially. These differences influence the ability of each country to sustain research teams, finance infrastructure, develop industrial applications and offer professional careers through which advanced scientific expertise can accumulate domestically. The strategic significance of doctoral remuneration must therefore be understood within these wider national research economies. A researcher deciding between institutions is not choosing solely between two compensation packages, but between systems offering different combinations of research funding, professional opportunities, industrial partnerships and prospects for subsequent employment.

The most useful basis for comparison is research and development expenditure relative to GDP, combined with the distribution of that expenditure among enterprises, universities and public institutions. In 2024, the European Union devoted approximately €403.1 billion to R&D, equivalent to about 2.2% of GDP in the Eurostat release published in December 2025. Germany’s national statistical office subsequently reported expenditure of €137.1 billion, equivalent to 3.17% of GDP. France’s most recent national statistical assessment, published on 15 October 2026, placed 2024 R&D expenditure at €64.1 billion and research intensity at 2.18%. Italy’s national expenditure stood at approximately €31 billion, while its R&D intensity was approximately 1.4% of GDP in the harmonised European comparison. The United Kingdom’s Office for National Statistics reported £79.4 billion in domestic R&D expenditure, equivalent to 2.71% of GDP. These figures establish substantial differences in the economic resources allocated to research, although they do not by themselves measure research quality, innovation efficiency or the productivity of individual scientists.

The relevant official sources are Eurostat — EU Spending on R&D Exceeded €403 Billion in 2024, December 2025, Destatis — Research and Development Expenditure in Germany, 2024, March 2026, INSEE — La recherche en France, 15 October 2026, ISTAT — La ricerca e sviluppo in Italia — Anni 2024–2025, September 2026 and Office for National Statistics — Gross Domestic Expenditure on Research and Development, UK: 2024, August 2026.

Research economy	Domestic R&D expenditure, 2024	R&D intensity	Business-performed R&D	Official reference
Italy	Approximately €31 billion	Approximately 1.4%	Approximately €18 billion; 56.6%	ISTAT, September 2026
Germany	€137.1 billion	3.17%	€92.5 billion; approximately 67.5%	Destatis, March 2026
France	€64.1 billion	2.18%	€42.0 billion; approximately 65.5%	INSEE, October 2026
United Kingdom	£79.4 billion	2.71%	£55.6 billion; approximately 70.0%	ONS, August 2026
European Union	€403.1 billion	Approximately 2.2%	€268.1 billion; 66.5%	Eurostat, December 2025

Sources: ISTAT — Italian R&D, September 2026; Destatis — German R&D by Institutional Sector; INSEE — French Research Statistics, October 2026; ONS — UK R&D, 2024; Eurostat — EU R&D Expenditure, December 2025.

The table preserves national currencies rather than introducing a currency conversion without a specified exchange-rate convention. Business shares for Germany and France are calculated from their reported business and total expenditure figures. The figures refer to R&D performed within national territories, not all research financed by nationally headquartered companies. National statistical revisions and methodological differences must also be considered when comparing levels.

The comparison shows that Germany’s R&D intensity in 2024 was more than twice Italy’s approximate level, while France and the United Kingdom also allocated substantially larger shares of their economies to research. The difference in absolute expenditure is even greater, reflecting the combination of national economic scale and research intensity. However, it would be analytically incorrect to infer that Germany automatically produces twice as much useful scientific knowledge per unit of economic activity or that every Italian research institution is less productive than its German counterpart. Expenditure measures the resources devoted to research, not the economic value of its outputs. Its strategic significance is that sustained expenditure provides the financial conditions within which research organisations can maintain personnel, equipment, projects and infrastructure over time.

For internationally mobile researchers, the scale and composition of these systems matter because employment opportunities depend on the number and type of organisations capable of financing specialised work. A larger research economy may support a wider range of laboratories, industrial development programmes and scientific occupations. It may also permit more differentiated careers, allowing researchers to move between universities, public laboratories and industry without necessarily leaving the country. This does not guarantee attractive employment conditions in every field, but it can increase the diversity of potential professional destinations.

Italy’s relatively low research intensity consequently interacts with its doctoral remuneration disadvantage. The country does not simply offer a comparatively modest starting financial package within an otherwise identical European research environment. It operates within a national system where the resources devoted to R&D represent a smaller share of economic output and where industrial research activity is concentrated among a restricted set of corporate groups. These conditions can reinforce the attractiveness of larger or more research-intensive foreign systems, particularly for individuals whose specialisations require expensive infrastructure or access to employers maintaining substantial internal research programmes.

6.2. Germany: Industrial Research Scale, Federal Specialisation and the Accumulation of Scientific Expertise

Germany represents a particularly important comparator because its research economy combines substantial industrial expenditure with geographically distributed scientific and technological capabilities. According to Destatis, German R&D expenditure reached €137.06 billion in 2024, comprising €92.51 billion performed by enterprises, €24.10 billion by higher education institutions and €20.44 billion by government and private non-profit institutions. The business sector consequently accounted for approximately 67.5% of national R&D expenditure, while higher education represented approximately 17.6% and the government and non-profit sector approximately 14.9%. The distribution differs from Italy’s, where universities account for a larger proportion of total research expenditure and business research is more heavily concentrated in a relatively narrow corporate population. Destatis — Expenditure on Research and Development by Sector, 2024.

The German distribution is significant because enterprises constitute a major source of demand for scientific and engineering expertise. Industrial R&D expenditure finances personnel working on product development, materials, engineering systems, manufacturing technologies and other activities requiring specialised competencies. The presence of substantial research expenditure outside universities can create professional alternatives for doctorate holders who do not pursue permanent academic appointments. These alternatives are relevant to the sustainability of doctoral training because they provide possible career outcomes beyond the relatively limited number of senior academic positions.

Germany’s federal structure also creates differentiated regional research environments. Destatis reports that Baden-Württemberg devoted 5.71% of its regional GDP to R&D in 2024, including 4.74% attributable to enterprises. Bavaria recorded total research intensity of 3.39%, with business research representing 2.60% of regional GDP. Berlin reached 3.03%, but with a different institutional composition, reflecting the importance of universities and public research organisations alongside enterprises. Saxony recorded 2.37%, including a comparatively substantial contribution from higher education and public research. These differences illustrate that national research strength does not require every region to possess an identical institutional structure. Rather, research capabilities can be organised through regional specialisation, provided that the broader national system offers sufficient mechanisms for cooperation and mobility. Destatis — Research and Development Expenditure by Land and Sector as a Percentage of GDP, 2024.

The scale of research investment in Baden-Württemberg is particularly instructive because it demonstrates the potential importance of industrial demand in sustaining a concentrated regional research economy. A high business R&D intensity indicates that enterprises perform substantial research relative to regional economic output. It does not establish that every doctoral researcher in the region receives attractive remuneration or that every scientific field possesses abundant employment opportunities. However, it indicates the presence of a productive environment in which research personnel can potentially move between industrial and institutional research activities without relocating internationally.

Germany’s advantage must therefore be understood as more than the difference between the reported Eurodoc doctoral remuneration figures. The broader research system offers substantial industrial research expenditure and multiple regional concentrations of advanced technological activity. This combination can increase the range of professional opportunities available to researchers and reduce dependence on permanent university employment as the principal route for applying doctoral expertise.

For Italy, the comparative lesson is not that the German system can be reproduced simply through higher doctoral compensation. Germany’s research intensity reflects accumulated industrial capabilities, enterprise investment and institutional arrangements that cannot be created immediately through scholarship reform. The relevant insight is that doctoral remuneration forms one component of an economic environment in which the long-term demand for specialised research personnel is supported by substantial industrial investment. Strengthening Italy’s doctoral research conditions without addressing the industrial demand for advanced expertise would therefore reproduce only part of the German institutional configuration.

6.3. France: Public Research Capacity, Industrial R&D and the Coordination of Scientific Investment

France provides a different comparative model because its research system combines a substantial public scientific infrastructure with significant business expenditure. INSEE’s October 2026 statistical assessment reports total domestic R&D expenditure of €64.1 billion in 2024, equivalent to 2.18% of GDP. Of that expenditure, €42.0 billion was performed by enterprises and €22.1 billion by public administrations and associated institutional research performers under the French statistical classification. The business sector therefore accounted for approximately 65.5% of domestic R&D expenditure, with the remaining 34.5% attributable to the public and institutional component. These figures demonstrate that France maintains a research economy with a higher relative intensity than Italy and a substantial financial commitment from enterprises. INSEE — La recherche en France, 15 October 2026.

The scale of French research expenditure is relevant not only because of the total resources involved but also because of the institutional infrastructure through which scientific activity is organised. The French system includes universities, public research organisations and industrial research performers operating within a national policy environment that seeks to connect scientific capabilities with economic and technological priorities. These institutions are not identical in mission or funding structure, and their performance cannot be reduced to a single national model. Nevertheless, the public research component provides a substantial organisational base for scientific careers, while business R&D creates opportunities for applying specialised expertise outside universities.

The French Ministry of Higher Education and Research reported in November 2025 that domestic R&D expenditure reached €61.5 billion in 2023 and mobilised approximately 513,200 full-time-equivalent personnel across enterprises and public administrations, with researchers accounting for 69% of the total. The figure illustrates the scale of the professional research workforce supported by the French system, although it refers to 2023 and cannot be directly compared with Italian 2024 personnel data without harmonising the reference period and institutional definitions. The source is Dépenses de recherche et développement expérimental en France — Résultats détaillés pour 2023 et premières estimations pour 2024 — Ministère de l’Enseignement supérieur et de la Recherche, November 2025.

For doctoral researchers, the significance of the French system lies in the existence of multiple organisational routes through which scientific expertise can be employed. University research, public research organisations and industrial R&D offer different professional environments. This institutional diversity can reduce the dependence of doctoral careers on a single employer category, although the available aggregate expenditure figures do not establish the ease of movement between these sectors or the attractiveness of individual research appointments.

The French comparison also demonstrates why starting doctoral remuneration must be evaluated in relation to subsequent career opportunities. The Eurodoc figure supplied for France is €26,400 annually, substantially higher than the Italian €16,243 baseline. Yet the long-term attractiveness of French research careers depends on more than that initial difference. The availability of research appointments, the stability of funding, the organisation of public scientific employment and the demand for advanced skills within enterprises all influence the professional opportunities available after doctoral completion.

The strategic lesson for Italy is that the public research system can serve as an important intermediary between fundamental scientific knowledge and industrial technological development. However, public research expenditure produces stronger domestic industrial value when enterprises possess the capacity to participate in research partnerships, recruit qualified personnel and undertake subsequent development activities. France’s higher research intensity and substantial business R&D expenditure indicate that this interaction operates within a larger financial envelope than that available in Italy. Whether the French system is more efficient in translating each euro of research expenditure into innovation would require additional evidence on scientific outputs, productivity, industrial performance and technological commercialisation.

6.4. The United Kingdom: Research Scale, Corporate Demand and the Economic Geography of Innovation

The United Kingdom provides a third model of research organisation, characterised by substantial business expenditure, a significant higher education research sector and strong geographical concentrations of technological activity. The Office for National Statistics reports that total R&D expenditure performed in the United Kingdom reached £79.4 billion in 2024, an increase of £3.6 billion compared with 2023. Business enterprises performed £55.6 billion of R&D, representing approximately 70% of the national total. Higher education institutions performed £17.9 billion, accounting for approximately 23%, while government organisations performed £4.7 billion and private non-profit organisations £1.2 billion. Total expenditure represented 2.71% of GDP, compared with 2.72% in 2023. The appropriate official reference is Gross Domestic Expenditure on Research and Development, UK: 2024 — Office for National Statistics, 7 August 2026.

The distribution of British research expenditure is consequential because it combines a large business research sector with substantial university research capacity. Higher education institutions perform nearly one quarter of national R&D, while enterprises remain the dominant executing sector. This configuration creates the potential for scientific expertise to circulate between institutional research and commercial development, although the actual effectiveness of that circulation depends on the organisation of individual sectors and regions.

The ONS business R&D statistics provide additional insight into the technological specialisation of the British research economy. In 2024, software development accounted for £10.3 billion of business research expenditure when classified by product group, equivalent to 18.5% of the business total. The scientific research and development industry performed £13.0 billion, representing 23.5% of business R&D when classified by industry, while computer programming, consultancy and related activities performed £7.5 billion, equivalent to 13.4%. The distinction between product group and industry classification is important because the two measures describe different statistical dimensions and should not be added together. The figures nevertheless demonstrate the economic significance of software and research-oriented services within the British business research system. ONS — Business Enterprise Research and Development, UK: 2024, November 2025.

This structure is relevant to advanced scientific employment because software development, computational research and specialised technical services can create professional demand for individuals with advanced mathematical and scientific capabilities. The presence of substantial business expenditure in these activities does not establish how many doctoral researchers are employed or the remuneration offered to them. It does indicate that the British innovation system includes commercially organised research activities capable of employing expertise beyond traditional academic careers.

The geographical concentration of research expenditure is equally significant. ONS reports that London accounted for £13.3 billion of business R&D expenditure in 2024, equivalent to 24.0% of the national business total. The East of England recorded £10.3 billion, or 18.5%, while the South East recorded £9.2 billion, or 16.6%. Together, these three regions accounted for £32.8 billion, approximately 59.0% of UK business R&D expenditure. The figures demonstrate the importance of regional research concentrations and the relationship between specialised economic activity and the geographical distribution of advanced scientific employment.

United Kingdom business R&D concentration	Expenditure, 2024	Share of UK business R&D
London	£13.3 billion	24.0%
East of England	£10.3 billion	18.5%
South East	£9.2 billion	16.6%
Combined three-region concentration	£32.8 billion	Approximately 59.0%

Source: Office for National Statistics — Business Enterprise Research and Development, UK: 2024, November 2025.

The British case also illustrates the importance of distinguishing scientific competitiveness from geographical equality. A research system may achieve international prominence through highly concentrated regional ecosystems, while other areas possess substantially lower levels of research expenditure. Such concentration can generate benefits through proximity between specialised firms, universities, research institutions and skilled personnel. It can also produce unequal access to research employment and reinforce regional economic differences. The policy challenge is to preserve the advantages associated with scientific concentration while developing mechanisms through which expertise, infrastructure and technological opportunities become accessible to a broader productive economy.

For Italy, the comparison is particularly relevant because both countries exhibit significant geographical concentrations of R&D expenditure. The difference lies in their respective research intensity, business expenditure structure and technological specialisation. The United Kingdom’s 2.71% research intensity and substantial business expenditure provide a different national context for the employment of specialised researchers than Italy’s approximately 1.4% research intensity. However, the data do not establish that the United Kingdom retains all of the researchers it trains or that its research workforce faces no difficulties associated with funding, employment stability or career progression.

6.5. The European Union: Integrated Scientific Mobility, Unequal Industrial Returns

The European Union represents a scientific and technological space in which national research systems are increasingly interconnected but remain economically heterogeneous. The availability of cross-border research opportunities can improve the allocation of specialised talent by allowing researchers to work in institutions that possess relevant equipment, expertise and funding. Scientific collaboration may distribute knowledge across countries and support the development of technologies that would be difficult for individual national systems to pursue independently. Yet the economic benefits generated through research employment, corporate technological development and the commercial application of scientific knowledge need not be distributed proportionately among the countries financing researchers’ education.

Eurostat’s December 2025 assessment reports that European Union R&D expenditure reached €403.1 billion in 2024, with enterprises performing €268.1 billion, or 66.5% of the total. Higher education accounted for €86.1 billion, equivalent to 21.4%, while government institutions performed €43.5 billion and the private non-profit sector €5.4 billion. This distribution indicates that the European research economy is predominantly business-driven in expenditure terms. The implications for doctoral human capital are substantial: the opportunities available to researchers depend not only on academic institutions but also on the ability of European enterprises to finance scientific and technological development. Eurostat — EU Spending on R&D Exceeded €403 Billion in 2024, December 2025.

The unequal distribution of national research intensity demonstrates why European scientific integration cannot be assumed to produce identical opportunities across member states. Eurostat reported that six EU countries reached an R&D intensity of at least 3% in 2024. Sweden recorded approximately 3.6%, Belgium 3.4%, Austria 3.3%, Finland 3.2%, Germany 3.1% and Denmark 3.0% in that statistical vintage. Italy remained considerably below this group. These differences indicate that researchers operating within the same broad European scientific area encounter national economies allocating materially different proportions of their output to research activities.

The consequences for Italy depend on the interaction between scientific mobility and industrial location. A researcher educated in an Italian university who subsequently works in a German industrial laboratory may contribute to internationally shared scientific knowledge, but the immediate employment and industrial development activities occur within Germany. An Italian enterprise may subsequently benefit from the knowledge generated through international collaboration or commercial technology acquisition, but this is not equivalent to maintaining the underlying research capability domestically. Conversely, an internationally trained researcher employed by an Italian organisation can contribute directly to domestic R&D even if the earlier stages of their education were financed elsewhere.

The distribution of scientific value therefore involves more than the number of researchers moving between countries. It includes the location of laboratories, research-intensive enterprises, intellectual property development, technological experimentation and the subsequent use of research results within production. Public policy must distinguish between participation in European scientific networks and the ability to capture economic benefits through domestic industrial activity. These objectives can reinforce one another, but they are not identical.

For Italy, the strategic concern is that relatively low doctoral remuneration operates within a research economy already characterised by lower R&D intensity and weaker diffusion of systematic research among smaller enterprises. This combination may affect both the supply of research personnel and the domestic demand for their expertise. The resulting asymmetry can strengthen incentives for internationally mobile researchers to establish their careers within economies that provide larger or more diversified research employment markets.

However, the relationship should not be interpreted deterministically. Italy’s scientific institutions may remain highly attractive in particular disciplines, and its industrial enterprises may possess specialised technological capabilities that are competitive internationally. Research intensity alone cannot predict the destination of every researcher or the success of individual research programmes. The relevant judgment is that a sustained difference in the scale and organisation of research investment creates structural conditions that can influence the distribution of scientific employment and industrial technological development.

6.6. Comparative Institutional Structure and the Strategic Implications for Italy

The four-country comparison supports a distinction between the volume of scientific resources and the institutional mechanisms through which those resources generate industrial value. Germany combines a large R&D budget with substantial business expenditure and geographically differentiated research concentrations. France maintains a significant public research infrastructure alongside a sizeable business research sector. The United Kingdom combines substantial university research expenditure with commercially organised research activities, including software development and scientific services. Italy possesses important universities, public research organisations and specialised industrial capabilities, but its overall research intensity is lower and its business R&D expenditure is strongly concentrated among large multinational groups.

Structural dimension	Italy	Germany	France	United Kingdom
R&D intensity, 2024	Approximately 1.4%	3.17%	2.18%	2.71%
Business share of R&D expenditure	56.6%	Approximately 67.5%	Approximately 65.5%	Approximately 70.0%
University or higher education share	26.9%	Approximately 17.6%	Not separately stated in the cited INSEE institutional aggregate	Approximately 23.0%
Main verified structural feature	Concentration in large and multinational enterprises	Large industrial research sector and regional specialisation	Substantial enterprise and public research expenditure	Large commercial research sector, with significant software-related activity
Main analytical exposure	Limited diffusion of industrial R&D across smaller enterprises	Regional differences and dependence on sustained industrial investment	Coordination between institutional and business research	Geographical concentration and continuity of research investment

Sources: ISTAT — Research and Development in Italy, September 2026; Destatis — German R&D Expenditure by Sector, March 2026; INSEE — La recherche en France, October 2026; ONS — UK Gross Domestic R&D Expenditure, August 2026.

The table deliberately excludes a directly comparable United Kingdom doctoral remuneration figure because such a value was not established in the Eurodoc eight-country comparison used for this assessment. It also avoids treating the French aggregate for public administrations and research institutions as equivalent to university expenditure alone. These distinctions are necessary to prevent differences in statistical classification from being misinterpreted as substantive institutional differences.

The comparison clarifies the limitations of policies centred exclusively on doctoral remuneration. If Italy were to increase doctoral stipends materially without expanding industrial research opportunities, the immediate financial attractiveness of doctoral education could improve while the longer-term employment market remained comparatively constrained. If industrial research expenditure expanded without corresponding improvements in the availability and retention of scientific personnel, firms could encounter difficulties recruiting the expertise required to carry out technologically demanding projects. If both remuneration and R&D financing increased without stronger mechanisms for collaboration between universities and enterprises, the resulting investments might remain institutionally fragmented.

The strategic requirement is therefore institutional complementarity. Research compensation influences entry into scientific careers and the attractiveness of domestic training opportunities. University and public research funding influence the quality and continuity of the scientific infrastructure within which researchers develop their capabilities. Industrial R&D expenditure influences the demand for specialised expertise and the opportunities available to apply scientific knowledge productively. International collaboration influences access to external discoveries, personnel and technological opportunities. National competitiveness depends on the capacity to coordinate these elements rather than maximising any one of them independently.

The comparative evidence also suggests that the appropriate objective is not numerical convergence with a particular foreign research system. Germany’s industrial research structure reflects accumulated capabilities that cannot be reproduced immediately through changes in doctoral financing. France’s institutional configuration reflects its own public research architecture, while the United Kingdom’s industrial and scientific organisation is shaped by its particular economic specialisations. Italy must therefore evaluate which elements of these systems are relevant to its own industrial structure and which institutional constraints have the greatest consequences for domestic technological development.

6.7. Final Strategic Assessment of Pillar II

Pillar II establishes that the structural consequences of doctoral remuneration cannot be assessed independently of the industrial economy into which researchers are expected to move. Italy’s principal exposure is not simply the possibility that qualified researchers will establish careers abroad. It is the combination of a comparatively weak early-career financial position, uneven industrial research expenditure, substantial concentration of R&D within large corporate groups and a technological transformation that increasingly requires specialised scientific and computational expertise.

The latest ISTAT evidence demonstrates that university research expenditure and personnel expanded significantly in 2024, while smaller enterprises reduced R&D expenditure and the business sector experienced a contraction in research employment. These developments indicate that the creation and maintenance of scientific capabilities within universities are not necessarily accompanied by an equivalent expansion in domestic industrial research demand. The resulting imbalance can constrain the productive utilisation of doctoral expertise even when the academic research system remains scientifically active.

The European Commission’s digital indicators reveal a related challenge in the technological sphere. Italy has improved digital infrastructure and accelerated AI adoption, but the diffusion of advanced technologies remains uneven across the enterprise population. The distinction between using externally available technologies and developing internal technological capabilities is especially important. A research-intensive economy must possess organisations capable of evaluating, adapting and improving sophisticated technologies, not merely purchasing access to them.

The comparison with Germany, France and the United Kingdom demonstrates that Italy operates within a European research environment characterised by substantial differences in investment intensity and the scale of business-performed R&D. These differences influence the range of professional opportunities available to researchers and the ability of national economies to sustain industrial technological development. They do not establish that scientific talent inevitably moves toward the countries with the largest research budgets, but they identify institutional conditions that can reinforce the attractiveness of those systems.

The principal strategic judgment is that Italy’s long-term competitiveness depends on the ability to convert publicly supported scientific training into an industrially embedded stock of specialised knowledge, supported by sustained research employment and effective university–industry integration. Increasing the supply of doctoral researchers without strengthening the domestic organisations capable of employing them risks preserving the underlying imbalance. Expanding industrial technological investment without maintaining a sufficiently qualified research workforce risks creating a different constraint, in which capital expenditure cannot be fully converted into productive capability.

The implications for national policy are therefore broader than compensation reform. The state must determine how research funding, university governance, public scientific infrastructure and industrial innovation policy can operate as complementary elements of a common strategy. The objective is not to eliminate international scientific mobility or to reproduce the institutional arrangements of another country. It is to ensure that Italy possesses sufficient domestic scientific and industrial capacity to participate meaningfully in the development of technologies that will shape future economic production.

The unresolved issue is the economic return generated by different forms of intervention. The evidence establishes substantial differences in expenditure, employment and technology adoption, but does not identify the precise contribution of doctoral compensation to those outcomes. Evaluating policy alternatives will require distinguishing the immediate fiscal cost of supporting researchers from the longer-term benefits associated with retention, scientific productivity, industrial technological development and the diffusion of advanced expertise.

That distinction provides the analytical foundation for Pillar III, where the assessment will examine the fiscal consequences of scientific talent migration, the institutional architecture required for research career reform and the strategic choices facing Italy over the coming five years.

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PILLAR III — INSTITUTIONAL DESIGN, PUBLIC INVESTMENT AND LONG-TERM STRATEGIC COMPETITIVENESS

ACADEMIC GOVERNANCE EDITION V10-1 — OPEN-SOURCE STRATEGIC ASSESSMENT

Reference date: 26 October 2026 | Strategic horizon: 2027–2031

Chapter 7. The Fiscal and Economic Consequences of Publicly Financed Scientific Talent Migration

7.1. The Public Economics of Advanced Research Training: Who Finances Scientific Human Capital and Who Captures Its Value?

The fiscal consequences of international scientific mobility must be examined through the distinction between the public expenditure required to develop specialised human capital and the geographical distribution of the economic benefits generated by that capital over time. This distinction is essential because doctoral training differs fundamentally from a conventional public procurement transaction. When the state finances a laboratory, purchases equipment or constructs research infrastructure, the resulting physical asset generally remains associated with the institution responsible for the investment, subject to its ownership and operating arrangements. When public resources support the education and professional development of a researcher, the resulting knowledge is embodied in a person whose subsequent occupational decisions cannot, and should not, be treated as the property of the financing institution. Advanced scientific education produces transferable capabilities, and the location in which those capabilities are eventually employed depends on the decisions of researchers, employers and research institutions operating within an international labour market.

This characteristic of human-capital investment creates a structural tension between nationally financed educational systems and internationally distributed employment opportunities. Italy can finance doctoral training, provide access to publicly supported laboratories and sustain the academic supervision required for specialised research, while the resulting researcher may subsequently obtain employment in a foreign institution. The economic returns to that investment can then be distributed among several beneficiaries: the individual researcher, the foreign employer, collaborating scientific organisations, companies using the resulting knowledge and potentially Italian institutions retaining productive connections with the researcher. The distribution is not necessarily zero-sum. Nevertheless, the existence of benefits beyond Italy’s jurisdiction raises a legitimate question concerning the extent to which nationally financed scientific training contributes to the development of domestic research capabilities and the competitiveness of the national industrial system.

The institutional basis of Italy’s doctoral financing is established by the framework governing university research education and doctoral scholarships. Ministerial Decree No. 226 of 14 December 2021 regulates the accreditation of doctoral programmes and their institutional requirements, while Ministerial Decree No. 247 of 23 February 2022 established the annual reference scholarship amount of €16,243, effective from 1 July 2022, before the social-security contributions borne by the recipient. The regulatory framework also establishes provisions concerning research activity abroad and resources for doctoral research. These measures demonstrate that doctoral financing consists of more than a transfer of money to an individual. It is part of an institutional arrangement involving accredited research programmes, university supervision, research facilities, additional research budgets and obligations associated with the delivery of advanced education. The relevant legal sources are Decreto Ministeriale n. 226 del 14 dicembre 2021 — Ministero dell’Università e della Ricerca and Decreto Ministeriale n. 247 del 23 febbraio 2022 — Ministero dell’Università e della Ricerca.

The fiscal cost of producing an advanced researcher cannot therefore be calculated by multiplying the annual scholarship by the nominal duration of the doctorate and treating the resulting amount as the total public investment lost when an individual subsequently emigrates. Such a calculation would omit the financing of institutional infrastructure, academic personnel, laboratory equipment, research administration and complementary scientific services. Conversely, it could incorrectly attribute the entire cost of shared research resources to a single doctoral candidate, even though those resources support numerous researchers, students and projects. A rigorous accounting framework would distinguish expenditure directly attributable to an individual doctoral position from institutional overhead, common infrastructure costs and expenditure that would continue to exist even if that position were not financed.

The economic benefit requires equally careful treatment. A researcher’s subsequent contribution may appear through employment, scientific publications, technological discoveries, industrial process improvements, patents, research partnerships or the diffusion of specialised methods. Some benefits may be captured directly by employers; others may become accessible more broadly through scientific exchange. Public revenues may arise through taxation and economic activity, but these flows depend on the researcher’s location, employment conditions and the wider economic effects of the work undertaken. The fact that a researcher relocates internationally does not establish that the entire original expenditure has been wasted. Nor does the possibility of international knowledge circulation establish that the financing country receives an adequate return.

The relevant national accounting problem is consequently one of additionality and opportunity cost. Policymakers must determine whether public financing produces scientific capabilities that would otherwise not exist, whether those capabilities remain available to domestic institutions and whether alternative financing arrangements could improve the proportion of expertise productively employed within Italy. The counterfactual is not a world in which every publicly funded researcher necessarily remains in Italy. It is a comparison between feasible institutional arrangements generating different combinations of doctoral participation, scientific output, international mobility, domestic employment and long-term research capability.

7.2. The Difference Between Gross Training Expenditure, Fiscal Leakage and National Economic Loss

A defensible estimate of the economic consequences of scientific talent migration must distinguish three concepts that are frequently conflated in political debate. Gross training expenditure is the amount spent on educating and supporting researchers. Fiscal leakage concerns public revenues or benefits that may accrue outside the financing jurisdiction because productive activity subsequently takes place elsewhere. National economic loss concerns the difference between the domestic economic outcomes that would have occurred under alternative feasible arrangements. These concepts are related, but none can be substituted directly for another.

Suppose a researcher completes publicly supported doctoral training in Italy before accepting employment abroad. The scholarship and associated institutional costs represent expenditure already incurred in the process of developing scientific knowledge and human capital. The departure does not retroactively eliminate the educational or scientific outputs produced during the doctorate. Publications, research contributions, collaboration and teaching-related activities may have generated value while the researcher was still in Italy. The subsequent foreign employment may also create continuing scientific benefits through international collaboration. The fiscal consequences depend on the taxes and contributions that would have been generated through domestic employment and the extent to which those hypothetical revenues would exceed the public expenditure associated with supporting the researcher’s professional career in Italy.

Even this formulation remains incomplete unless the domestic employment opportunity is established. If no suitable research position would otherwise have been available, it would be incorrect to attribute to Italy the full future tax revenue associated with a hypothetical domestic research salary. If the researcher would have entered employment outside research, the relevant counterfactual would involve the revenues and economic contributions arising from that alternative occupation. If another qualified researcher fills the domestic position, the net effect on national research employment may be smaller than the apparent loss associated with the departure of the original individual. Conversely, if the departed researcher possesses specialised skills that are difficult to replace, the economic consequences may extend beyond the individual employment position.

The 2025 ISTAT survey provides evidence supporting the importance of professional opportunities in these decisions. Among doctorate holders working abroad, 81.7% identified better opportunities for work suited to their qualifications, while 73.7% identified higher remuneration. Those findings establish that international employment decisions are strongly associated with the quality and economic attractiveness of professional opportunities. They do not establish what those individuals would have earned or contributed economically had they remained in Italy. The relevant official evidence is L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, 11 March 2026.

The distinction matters because the concept of a public subsidy to foreign research systems is economically meaningful only when appropriately qualified. Italian public expenditure may contribute to the formation of knowledge subsequently used by foreign employers. In that limited sense, the destination economy can obtain human-capital benefits without having directly financed the same doctoral training. However, the size of any net transfer depends on the value created during training, the researcher’s subsequent activities, continuing connections with Italy, replacement opportunities and the public finances of both jurisdictions. A researcher working abroad may participate in collaborative projects with Italian institutions or facilitate access to scientific knowledge that subsequently contributes to domestic activity. The resulting flows cannot be captured through a calculation based solely on the original scholarship amount.

The appropriate policy question is therefore not how much money Italy has supposedly lost whenever a doctoral graduate leaves. It is how alternative institutional arrangements affect the expected domestic value of public investment in scientific education. That requires studying the probability of domestic research employment, the duration and quality of professional careers, the degree of occupational utilisation of doctoral skills and the extent of international scientific collaboration. Without those observations, assigning an aggregate monetary value to scientific brain drain would create false precision and risk encouraging policies whose fiscal cost exceeds their actual economic benefit.

7.3. The Verified Budgetary Baseline: University Financing in 2026

The financial feasibility of doctoral reform must be evaluated against the actual budgetary instruments available to the Italian university system. The principal national mechanism is the Fondo di Finanziamento Ordinario, which supports the functioning of state universities, teaching, research and personnel expenditure through an allocation framework defined by ministerial regulation. The Ministry of University and Research announced in August 2026 that the FFO for the year amounted to €9.415 billion, an increase of €25.6 million compared with 2025 and approximately 26% above the 2019 level. The allocation criteria were established through Ministerial Decree No. 982 of 29 July 2026, registered by the Corte dei conti on 6 August and published by the Ministry on 7 August. The ministerial communication also stated that no university would receive a reduction compared with the preceding year. These are official budgetary allocations, not evidence that every institution possesses unrestricted resources for increasing doctoral remuneration. The verified references are Università: aumentano fondi ad atenei, FFO 2026 a 9,415 miliardi — Ministero dell’Università e della Ricerca, 10 August 2026 and Decreto Ministeriale n. 982 del 29 luglio 2026 — Ripartizione FFO 2026 — Ministero dell’Università e della Ricerca.

The distinction between total university funding and resources available for doctoral scholarships is indispensable. The FFO finances multiple institutional obligations, including teaching, research, personnel and designated policy interventions. Its allocation is not equivalent to a discretionary national fund that can be redirected entirely toward doctoral compensation. The Ministry identifies specific financing streams within the university funding framework, including resources for post-lauream scholarships, recruitment and student mobility. The 2026 decree contains separate allocation tables for postgraduate financing, international mobility and other targeted purposes. Consequently, the fiscal feasibility of scholarship realignment depends on the legal and accounting rules attached to the relevant funding streams, the obligations already undertaken by universities and the availability of genuinely additional financing. The institutional framework is described in Finanziamenti delle università — Ministero dell’Università e della Ricerca.

The comparison between the €25.6 million annual increase in the FFO and the €9.415 billion total illustrates the difference between the scale of an existing university financing envelope and its marginal annual expansion. The increase represents approximately 0.27% of the 2026 fund. This percentage does not measure the resources theoretically available for doctoral reform, because allocations within the fund may be subject to specific purposes and institutional obligations. It does, however, show why proposals for substantial recurring increases in doctoral compensation require an explicit financing mechanism rather than an assumption that the ordinary annual expansion of university funding can absorb all additional expenditure.

The financing question becomes more consequential when the distinction between recurring and temporary resources is considered. Doctoral appointments entail commitments extending over multiple years, while university budgets must finance continuing personnel, infrastructure and operational obligations. A one-time funding allocation can support a temporary programme or a defined cohort, but it does not automatically provide a sustainable basis for permanently higher remuneration across successive cohorts. A reform that raises annual scholarship amounts without securing financing over the complete duration of the funded positions may create instability for institutions and candidates. Conversely, a financing mechanism covering the full contractual or scholarship period can improve institutional planning and make the commitment more credible.

A further complication concerns differences among universities. Institutions vary in their financial capacity, external research funding, ability to obtain industrial co-financing and obligations associated with existing programmes. A national increase financed entirely through institutional budgets may affect universities unevenly. Better-resourced institutions may absorb additional costs while preserving the number of doctoral places, whereas institutions with tighter budgets may need to reduce new positions or redirect resources from other research activities. The resulting redistribution could strengthen some research centres while weakening others, even if the formal national minimum increased.

The policy choice therefore concerns not merely how much money should be allocated, but how the financing burden is divided among central government, universities, research institutions and participating enterprises. Each financing structure produces different incentives and exposes different institutional weaknesses.

7.4. The Arithmetic of Doctoral Remuneration Reform: Direct Costs and Institutional Obligations

The supplied Eurodoc reference figure allows the direct arithmetic of alternative remuneration benchmarks to be calculated without constructing an unsupported forecast of total national expenditure. Such calculations are useful because they make the scale of potential policy choices explicit. They remain conditional illustrations rather than budget proposals or estimates of the total cost to the Italian state. The relevant baseline is the €16,243 annual gross scholarship established under Ministerial Decree No. 247/2022. The calculation excludes additional employer-side or institutional contribution costs, research budgets, supplementary allowances, differences in scholarship arrangements and any change in the number of funded positions. The legal basis for the baseline is Decreto Ministeriale n. 247 del 23 febbraio 2022 — Ministero dell’Università e della Ricerca.

Illustrative annual gross scholarship benchmark	Increase per funded researcher per year	Increase for 1,000 simultaneously funded positions per year	Direct increase over three funded years for 1,000 positions
€18,000	€1,757	€1.757 million	€5.271 million
€20,000	€3,757	€3.757 million	€11.271 million
€22,000	€5,757	€5.757 million	€17.271 million
€24,360 — Spanish comparison amount	€8,117	€8.117 million	€24.351 million
€26,400 — French comparison amount	€10,157	€10.157 million	€30.471 million

Source of the baseline: MUR — Decree No. 247/2022. The Spanish and French comparison figures are drawn from the Eurodoc remuneration dataset used in Pillar I. All increments are exact arithmetic calculations from the stated nominal values. The population of 1,000 positions is a transparent illustrative unit, not an estimate of the number of Italian doctoral scholarships. The three-year column assumes that each illustrated position is financed at the relevant amount for three full years; it is not a calendar-year appropriation forecast.

The table demonstrates why the number of funded positions is a decisive fiscal variable. Increasing the gross annual amount by a given sum produces a direct cost proportional to the number of scholarships affected and the number of years for which the increase applies. Yet the actual budgetary implications are more complicated because scholarship expenditure may involve contribution-related charges borne by institutions, research budgets calculated in relation to scholarship values and supplementary financing attached to particular categories of doctoral activity.

The University of Pisa’s implementation of the doctoral regulatory framework identifies a research budget of at least 10% of the scholarship value, additional to the scholarship itself, under Article 9(4) of Ministerial Decree No. 226/2021. For national-interest doctoral programmes, the regulatory arrangement permits a higher research budget supported through the relevant co-financing mechanism. The existence of these provisions means that a policy changing scholarship values may also have consequences for expenditure categories calculated by reference to those values. The applicable institutional explanation is Budget di ricerca e missioni — Università di Pisa.

A reform that increases the scholarship from €16,243 to €20,000 would therefore create a direct annual gross scholarship increment of €3,757 per position. Where a research budget is calculated at a minimum of 10% of the scholarship value, the associated minimum research-budget amount would increase by €375.70 per year, assuming the same percentage remains applicable and is calculated on the same reference amount. The combined illustrative increase would consequently be €4,132.70 before institution-side contribution costs and any other related obligations. This calculation is not a comprehensive estimate of the incremental cost of reform, but it demonstrates why budget planning cannot rely solely on the difference between two nominal scholarship amounts.

The interaction between remuneration and the number of doctoral positions creates a fundamental trade-off. If a university receives a fixed amount for doctoral scholarships, increasing the amount allocated per researcher reduces the number of positions that can be financed from that allocation unless additional resources become available. Maintaining the number of positions while increasing remuneration requires a higher funding envelope. The policy choice is therefore partly between the number of researchers supported and the financial adequacy of the support provided. Neither objective should be maximised without considering the other. A system that finances many positions at economically unattractive levels may struggle to recruit and retain candidates, while a system that offers highly competitive remuneration to a greatly reduced cohort may restrict access to advanced training and weaken scientific workforce renewal.

The most economically appropriate allocation cannot be derived from the Eurodoc comparison alone. It depends on the relationship between remuneration and recruitment, completion, research productivity, employment outcomes and the availability of institutional supervision and infrastructure. The marginal value of financing another doctoral position may be high in a research group with strong scientific opportunities and unmet demand, while the marginal value of increasing remuneration may be greater where insufficient financial support is causing qualified candidates to reject offers. A defensible policy must therefore distinguish positions for which remuneration is the principal recruitment constraint from those where the limiting factor is research infrastructure, supervision capacity or subsequent employment opportunities.

7.5. The Fiscal Importance of Time Horizons and Policy Reversibility

The timing of costs and benefits creates a further challenge for institutional decision-making. Scholarship increases affect budgets as soon as the revised remuneration becomes payable, while changes in research recruitment, completion and subsequent employment require longer observation. Some effects may become visible within a single admissions cycle, particularly where universities record differences in application numbers, accepted offers or the financial circumstances of successful candidates. Other effects depend on whether individuals complete their training, obtain appropriate employment and continue to contribute to domestic research. Such outcomes cannot be observed immediately after a financing decision.

This difference in timing creates a risk of evaluating reforms through indicators that are administratively convenient but economically incomplete. A government can readily report the number of funded doctoral positions, the total amount appropriated and the average scholarship value. These measures demonstrate the implementation of expenditure commitments, but do not establish that the reform has improved national scientific capacity. Conversely, an increase in the number of researchers remaining in Italy after graduation cannot automatically be attributed to the reform without accounting for broader changes in employment conditions, industrial demand and international opportunities.

The appropriate evaluation period must therefore correspond to the mechanism under examination. Recruitment effects can be assessed through application and acceptance data. Financial accessibility can be evaluated through the socioeconomic composition of entrants and their reported financial constraints. Research continuity can be examined through completion, interruption and institutional retention records. The effect on domestic scientific employment requires information on postdoctoral appointments and private-sector research recruitment. The eventual industrial consequences require evidence on the utilisation of advanced skills within firms, the durability of university–industry relationships and measurable outputs of research activity.

The five-year policy horizon adopted for this assessment is long enough to observe initial cohorts under revised funding conditions and some early professional outcomes, but it is not sufficient to capture every economic benefit associated with scientific training. Major technological developments may depend on research programmes whose effects emerge over longer periods. Accordingly, the absence of an immediately measurable industrial return should not automatically be interpreted as policy failure, just as increased expenditure should not automatically be treated as evidence of success.

The decisive fiscal judgment is that Italy faces a choice between financing structures with different levels of certainty. The direct cost of raising doctoral remuneration can be calculated with considerable precision once the number of positions, contribution rules and supplementary obligations are known. The economic cost of inadequate retention is more uncertain because it depends on professional outcomes, replacement capacity and the productive activities that might otherwise have taken place domestically. Sound policy cannot eliminate this asymmetry, but it can reduce uncertainty through better longitudinal evidence and reforms designed to permit meaningful evaluation.

Chapter 8. University Governance, Research Career Reform and the Integration of Industrial Policy

8.1. The Institutional Architecture of Research Careers: Why Scholarship Reform Cannot Be Separated from University Governance

The reform of doctoral remuneration is inseparable from the institutional structure governing research careers because universities do not operate as ordinary employers with unrestricted authority to determine the financial conditions attached to every scientific position. Their decisions are shaped by national legislation, ministerial accreditation requirements, public financing arrangements, collective employment rules where applicable, institutional budgets and the conditions attached to external research grants. These constraints affect the number of doctoral positions that can be financed, the duration and conditions of research appointments, the availability of subsequent employment and the capacity of institutions to recruit internationally competitive specialists. The strategic question is therefore whether the existing governance architecture permits universities to translate additional financial resources into more attractive and sustainable research careers without producing unintended reductions in scientific capacity elsewhere.

The regulatory framework established by Ministerial Decree No. 226/2021 provides the foundation for the organisation and accreditation of doctoral education. Its provisions concern the institutions authorised to establish doctoral programmes and the conditions required for their operation, thereby connecting research training to institutional responsibility for supervision, facilities and programme quality. Doctoral financing must consequently be evaluated as part of the cost of maintaining an accredited research programme rather than as an independent payment mechanism. A scholarship increase undertaken without adequate attention to supervision capacity, laboratory availability or the continuity of research projects might improve individual financial conditions while leaving other institutional constraints unresolved. Conversely, investment in facilities and scientific infrastructure may fail to deliver its expected benefits if doctoral programmes cannot recruit suitably qualified candidates. The relevant legal reference is Decreto Ministeriale n. 226 del 14 dicembre 2021 — Ministero dell’Università e della Ricerca.

This institutional perspective requires distinguishing the authorities responsible for different elements of reform. The Ministry can establish national financing arrangements and exercise regulatory powers within the applicable legislative framework. Parliament determines primary legislation and the budgetary authority required for certain changes. Universities implement programmes, manage institutional resources, recruit candidates and organise scientific activity within the boundaries of the law and their own regulations. Research institutions and enterprises may finance or co-finance positions through agreements establishing the purposes and conditions of scientific work. No single actor can guarantee the success of a comprehensive reform by changing one component independently.

The governance problem becomes particularly consequential when considering the relationship between doctoral programmes and subsequent research employment. A doctoral scholarship supports a defined period of advanced training, but completion does not create an automatic entitlement to a permanent university position. Institutions must recruit researchers through separate legal and administrative procedures, drawing on financing streams and employment arrangements that differ from the funding of doctoral scholarships. The continuity of a scientific career therefore depends on transitions between distinct institutional regimes. Weak coordination across these transitions can generate uncertainty even where individual stages of the career are adequately funded.

The central reform objective should consequently be understood as improving the continuity and credibility of research careers rather than eliminating every period of temporary employment. Scientific research necessarily involves projects with defined durations, changing priorities and uncertain funding. Temporary appointments may therefore be appropriate in particular circumstances. The problem arises when the cumulative organisation of successive appointments makes professional progression excessively uncertain or discourages individuals from remaining in research despite the existence of continuing scientific needs. An institution may rely on successive project-based researchers to maintain valuable research capabilities while lacking a transparent mechanism for converting sustained scientific demand into more stable employment opportunities.

A sustainable framework must distinguish temporary research activities from enduring institutional functions. Project funding may reasonably support personnel required for a finite programme, but laboratories and research infrastructures that perform continuing scientific functions require mechanisms for preserving expertise over longer periods. The strategic value of university governance reform lies in establishing greater consistency between the duration of research needs, the employment conditions offered to researchers and the financing commitments made by the institution.

8.2. The Postdoctoral Employment Framework and the 2025 Legislative Reform

The legal framework governing research employment underwent significant modification before the October 2026 reference date. Article 22 of Law No. 240/2010, as amended, provides for research contracts intended for the performance of specific scientific projects by universities, public research institutions and other eligible organisations. The provision establishes fixed-term employment arrangements that can be financed through internal resources or external public and private funding agreements. Its significance lies in the recognition of research activity as employment under a defined contractual framework, rather than through arrangements that treat every stage of early-career scientific work as an extension of training.

The legislative framework was further modified through Decree-Law No. 45 of 7 April 2025, converted with amendments by Law No. 79 of 5 June 2025. Article 1-bis introduced additional provisions concerning postdoctoral appointments and research assignments. The new Article 22-bis permits eligible institutions to establish fixed-term postdoctoral appointments for research, teaching collaboration and third-mission activities, while Article 22-ter provides a separate category of research assignments. The legislation distinguishes these arrangements according to their purposes, eligibility conditions and permissible duration. The relevant official texts are Legge 30 dicembre 2010, n. 240 — Articolo 22, Contratti di ricerca — Normattiva and Decreto-legge 7 aprile 2025, n. 45, convertito dalla Legge 5 giugno 2025, n. 79 — Articolo 1-bis — Dipartimento delle Finanze.

The distinction between these employment instruments is important for financial planning and career design. Research contracts under Article 22 are linked to specific scientific projects and involve employment relationships whose cost includes remuneration and associated employer obligations. Postdoctoral appointments under Article 22-bis have their own duration and activity requirements, including the possibility of participation in teaching and third-mission functions. Research assignments under Article 22-ter serve a different purpose associated with the development of scientific activity and the initial experience of research. Treating these instruments as interchangeable would conceal differences in eligibility, cost and professional status.

Research career instrument	Verified legal foundation	Institutional function	Principal governance issue
Doctoral scholarship	DM 226/2021 and DM 247/2022	Advanced research training within an accredited doctoral programme	Adequacy of financial support and programme quality
Research contract	Article 22, Law 240/2010, as amended	Employment for defined research projects	Financing duration, research continuity and subsequent progression
Postdoctoral appointment	Article 22-bis, introduced through the 2025 reform	Fixed-term research employment, potentially including teaching and third-mission activities	Transparent progression and continuity beyond the appointment
Research assignment	Article 22-ter, introduced through the 2025 reform	Early research experience under the relevant statutory conditions	Distinction between initial research training and established research employment
Permanent academic recruitment	Applicable university recruitment and employment framework	Sustained teaching and research functions	Institutional workforce planning and long-term budget commitments

Sources: MUR — DM 226/2021; MUR — DM 247/2022; Normattiva — Law 240/2010, Article 22; Italian Government Legislative Repository — Decree-Law 45/2025, Article 1-bis.

The practical implementation of research contracts is also shaped by remuneration arrangements and institutional rules. The University of Milan publishes salary and cost schedules for Article 22 research contracts, referring to the relevant collective bargaining framework and to updates associated with the decree of 13 July 2026. These institutional schedules illustrate why the cost of employing a researcher cannot be inferred simply from the remuneration received by the individual. The university must account for the contractual obligations and employer-related costs associated with the position. The relevant record is Trattamento economico — Contratti di ricerca — Università degli Studi di Milano.

The reform challenge is therefore not merely to increase the number of postdoctoral positions. It is to determine whether the available contractual instruments create an intelligible and financially sustainable professional pathway. Where different appointments operate under separate rules, candidates may face uncertainty concerning eligibility, career recognition, the cumulative duration of temporary employment and the relationship between project-based work and subsequent recruitment. Institutions may also face administrative complexity when coordinating appointments financed through national funds, European programmes and private research agreements.

Reform should consequently focus on the institutional coherence of the career structure. Universities require sufficient flexibility to recruit researchers for different scientific purposes, but that flexibility must coexist with transparent eligibility rules, appropriate employment protections and a clear distinction between genuine training appointments and professional research roles. The value of such reform would arise not only from improving individual conditions but also from reducing uncertainty for institutions planning scientific programmes over several years.

8.3. The PNRR Research Architecture: Evidence of Existing Instruments Rather Than an Unfinanced Reform Proposal

Italy has already established policy instruments intended to connect doctoral education more directly with industrial research and public-sector needs. This is strategically important because it means that institutional reform need not begin from an absence of relevant programmes. The PNRR framework includes measures explicitly designed to expand doctoral training and strengthen the relationship between research institutions and enterprises. The challenge is to evaluate whether these instruments produce sustained changes in professional opportunities and technological capabilities beyond the period in which extraordinary financing is available.

The Ministry of University and Research’s Investment 3.3 under Mission 4, Component 2, is expressly directed toward innovative doctorates responding to the innovation needs of enterprises and promoting researcher recruitment by participating businesses. The programme envisages a total of 6,000 doctoral scholarships over three years through private co-financing and incentives associated with researcher employment. The legal implementation includes Ministerial Decree No. 117 of 2 March 2023 and Ministerial Decree No. 630 of 24 April 2024. These measures demonstrate a policy intention to link advanced scientific training with industrial demand, rather than finance doctoral positions independently of subsequent productive applications. The relevant documentation is Investimento 3.3 — Dottorati innovativi per le imprese — Ministero dell’Università e della Ricerca, Decreto Ministeriale n. 117 del 2 marzo 2023 — MUR and Decreto Ministeriale n. 630 del 24 aprile 2024 — MUR.

The existence of a programme envisaging 6,000 scholarships should not be interpreted automatically as confirmation that every planned position has been completed, that every recipient subsequently entered industrial research or that the participating enterprises created durable employment opportunities. Programme objectives, allocations, activated positions, completed doctorates and subsequent employment outcomes represent different stages of implementation. The Ministry’s documentation includes administrative measures concerning allocations, implementation and subsequent adjustments, reinforcing the need to distinguish the announced financing architecture from observed results.

A separate PNRR investment under Mission 4, Component 1, addresses the expansion of doctoral programmes, including innovative doctorates relevant to public administration and cultural heritage. Ministerial Decree No. 118 of 2 March 2023 forms part of this framework. The measure demonstrates that the demand for doctoral-level expertise extends beyond industrial enterprises. Public administration, cultural institutions and other knowledge-intensive public functions may also benefit from specialised analytical and scientific capabilities. The relevant records are Investimento 4.1 — Estensione del numero di dottorati di ricerca e dottorati innovativi per la pubblica amministrazione e il patrimonio culturale — MUR and Decreto Ministeriale n. 118 del 2 marzo 2023 — MUR.

These programmes create a valuable institutional opportunity because they establish mechanisms through which universities can coordinate doctoral training with organisations possessing identifiable research or innovation needs. Yet the economic effectiveness of such arrangements depends on the quality of the collaboration rather than the administrative existence of a co-financing agreement. A participating enterprise must possess a genuine scientific or technological problem that benefits from doctoral-level expertise. The university must ensure that the research project remains academically rigorous and provides transferable research competencies. The financing arrangement must establish workable responsibilities concerning supervision, access to data and facilities, confidentiality, publication and intellectual property. The researcher must have a professional environment in which the acquired expertise can be developed rather than being used primarily for routine operational tasks.

The arrangement also raises a question concerning the distribution of public and private responsibilities. Public co-financing may reduce the cost of participation for enterprises, potentially encouraging organisations that would otherwise not undertake research to develop internal capabilities. However, the public subsidy should generate additional research activity rather than substitute for expenditure that the enterprise would have undertaken in any case. The relevant evaluation therefore requires a counterfactual assessment: whether participating firms create research capabilities, employment opportunities or collaborative relationships that would not have existed without the intervention.

8.4. The Transition from Extraordinary PNRR Financing to Sustainable Institutional Capacity

The PNRR framework creates an institutional challenge that extends beyond the implementation of individual research programmes. Extraordinary financing can accelerate investment in doctoral training, research facilities and collaboration, but its long-term value depends on whether the resulting capabilities can be maintained when the extraordinary funding cycle ends. A doctoral programme or research partnership financed for a defined period may generate valuable training and scientific outputs, yet its continuation requires an institution or employer willing and able to sustain the relevant activities.

The risk is particularly important where programmes expand the supply of advanced qualifications without establishing durable demand for them. An extraordinary increase in doctoral positions may temporarily enlarge the number of researchers in training, but the subsequent labour market must be capable of absorbing the graduates. If participating enterprises recruit only during the period of subsidised financing, the intervention may increase short-term research activity without permanently strengthening domestic research employment. Similarly, universities may expand research programmes using temporary resources while lacking the recurring funding required to maintain laboratories, research support and professional positions after the initial programme ends.

The Ministry’s PNRR architecture includes instruments intended to promote permanent recruitment by enterprises participating in innovative doctoral co-financing. The relevant interministerial decree of 19 October 2023 implements provisions concerning an exemption from employer social-security contributions for qualifying permanent recruitment under specified conditions. This is significant because it addresses the transition from financed doctoral training toward employment, rather than limiting intervention to the training phase. The instrument appears in the Ministry’s official PNRR Research Investment Documentation — MUR.

The effectiveness of such incentives depends on whether the research positions remain economically viable once the relevant benefit ends. A permanent employment contract establishes a different formal relationship from a temporary doctoral arrangement, but its sustainability still depends on the employer’s continuing productive need for the researcher’s capabilities. Incentives can reduce the initial cost of recruitment, yet they cannot independently create the technological opportunities required to justify sustained research employment. A firm without sufficient research activity may have limited reason to maintain a specialised position even when initial hiring is subsidised.

A credible transition strategy must therefore identify the durable capabilities produced by extraordinary financing. These might include functioning university–industry research partnerships, institutionalised access to specialised facilities, research positions sustained by enterprise activity, and scientific competencies integrated into public administration or industrial processes. The appropriate indicators are not simply the amounts committed or the number of administrative agreements signed. They concern the continuity of research functions after the intervention and the degree to which participating organisations maintain the capabilities developed.

The distinction also affects the management of fiscal risk. Expanding recurring obligations on the assumption that extraordinary resources will continue indefinitely would expose universities and research institutions to financing difficulties. Conversely, refusing to create any continuing institutional capacity because extraordinary financing is temporary could reduce the long-term value of the original investment. The policy challenge is to identify which activities justify sustained financing and which should remain project-specific, while avoiding the conversion of temporary programmes into permanent obligations without a credible economic or budgetary basis.

8.5. University–Industry Governance, Intellectual Property and Scientific Independence

The expansion of industrially oriented doctoral research introduces governance questions that cannot be resolved through financial incentives alone. Universities and enterprises participate in research for overlapping but not identical purposes. Universities are expected to advance scientific knowledge, provide rigorous training and maintain academic standards. Enterprises may finance research to solve technical problems, develop products, improve processes or create commercially valuable intellectual property. Collaboration can generate substantial mutual benefits, but it also requires explicit rules governing the use of research results, publication, confidentiality and the respective responsibilities of academic and industrial supervisors.

The principal institutional challenge is to preserve the scientific character of doctoral education while ensuring that collaboration addresses genuine industrial needs. A doctoral project should provide opportunities for original research, methodological development and the production of knowledge that can be evaluated academically. Where the work becomes indistinguishable from routine commercial development or operational support, the educational and scientific purpose of the doctorate may be weakened. Conversely, where the project remains academically sophisticated but disconnected from the partner enterprise’s technological requirements, the collaboration may produce limited industrial benefit.

Governance arrangements must therefore distinguish between research objectives, access to data, ownership or exploitation of resulting intellectual property and the right to publish scientific findings. Commercial confidentiality can be legitimate where research involves proprietary processes or sensitive information, but excessive restrictions on dissemination can undermine doctoral assessment and the wider scientific value of the work. The allocation of intellectual property must also avoid creating incentives that discourage researchers or universities from engaging in collaboration. These questions require agreements adapted to the specific research programme rather than a uniform assumption that industrial participation automatically produces effective technology transfer.

The institutional capacity to manage such agreements is itself a component of the research ecosystem. Universities require administrative and legal expertise capable of negotiating arrangements with enterprises, while firms require personnel able to understand academic research processes and evaluate the technical content of projects. Smaller enterprises may face particular difficulties because they lack dedicated research management and legal functions. Shared institutional services, standardised contractual frameworks and specialised support can reduce these barriers, but the economic benefits depend on the suitability of the arrangements to the research being undertaken.

The broader implication is that industrial collaboration should be evaluated as an institutional relationship rather than simply as a source of additional doctoral financing. Its success depends on the quality of the research, the acquisition of transferable skills, the relevance of the results to the participating organisation and the possibility of continuing cooperation after the doctorate ends. A financing model that maximises the number of industrial partnerships without examining these dimensions may increase reported activity while generating limited durable research capacity.

8.6. European Research Career Governance and the Scope for Institutional Convergence

Italy’s institutional reform options must also be assessed within the European framework for research careers. The Council Recommendation of 18 December 2023 on attracting and retaining research, innovation and entrepreneurial talent provides a common reference for improving the attractiveness, sustainability and recognition of scientific careers. Its relevance extends beyond researcher remuneration to professional development, career mobility, recruitment practices, working conditions and the recognition of expertise acquired in different sectors. The instrument is a recommendation rather than a regulation imposing an identical employment model across member states, and implementation remains dependent on national and institutional decisions. Nevertheless, it establishes a European policy direction in which the sustainability of research careers is treated as a condition for the performance of the wider research system. The official instrument is Council Recommendation of 18 December 2023 on a European Framework to Attract and Retain Research, Innovation and Entrepreneurial Talents in Europe — Council of the European Union.

The subsequent European Research Area Policy Agenda for 2025–2027 strengthens the relevance of this framework. The agenda was developed through cooperation involving member states, the European Commission, associated countries and research stakeholders, and identifies activities intended to improve the operation of the European Research Area. Its research career priorities include working conditions, mobility, the recognition of diverse professional roles and the ability of researchers to move between institutional sectors. These priorities align with the structural problems examined in this dossier because the economic sustainability of research careers depends partly on whether scientific experience remains professionally valuable outside the institution in which it was acquired. The official references are ERA Policy Agenda 2025–2027 — European Research Area and Research Careers in the European Union — European Research Executive Agency.

For Italy, the significance of these initiatives lies in their potential to support more coherent recognition of research skills across universities, public research institutions and enterprises. A researcher who develops advanced competencies through doctoral training should be able to demonstrate the relevance of those competencies to a variety of professional roles. Barriers to such transitions may arise when recruitment systems recognise academic publications but provide insufficient recognition for applied technical work, or when industrial employers value practical experience but have limited mechanisms for evaluating doctoral research expertise.

Institutional convergence should not be confused with uniformity. National research systems differ in their legal frameworks, industrial structures and financing capacities. An employment arrangement appropriate for one system may impose different costs or consequences in another. The practical objective is therefore to improve the transparency, portability and recognition of research careers while permitting national institutions to adopt arrangements consistent with their economic and legal circumstances.

European funding mechanisms can contribute to this objective by supporting international training and collaboration. The Marie Skłodowska-Curie Actions, including Doctoral Networks, provide instruments for doctoral training within international research consortia. The 2026 Doctoral Networks call, with a deadline of 24 November 2026, illustrates the continuing availability of European mechanisms through which institutions can finance collaborative doctoral activity under programme-specific conditions. Such instruments do not replace national financing systems, and their competitive nature means that institutions cannot assume universal access to their resources. They can, however, support internationally connected research programmes and provide opportunities for institutions capable of participating successfully. The relevant source is Apply for Marie Skłodowska-Curie Actions Funding under Horizon Europe — European Research Executive Agency.

The institutional objective should consequently be to use European instruments as complements to sustainable domestic research careers. International programmes can increase access to specialised scientific networks, but they cannot compensate indefinitely for inadequate national recruitment or weak industrial demand. A country whose researchers repeatedly obtain internationally financed training but cannot subsequently find suitable domestic positions may contribute to European scientific mobility without proportionately strengthening its own research workforce.

8.7. Institutional Design as the Central Determinant of Reform Effectiveness

The principal judgment of Chapter 8 is that Italy already possesses regulatory and financing instruments capable of supporting doctoral reform, research employment and university–industry collaboration. The challenge is not the absence of an institutional framework but the coordination of its components. Doctoral scholarships, research contracts, postdoctoral appointments, ordinary university financing, PNRR programmes and European research instruments operate through different rules and time horizons. Their effectiveness depends on whether researchers can move through these arrangements without encountering unnecessary discontinuities and whether institutions can convert temporary scientific activity into enduring capabilities where sustained demand exists.

A reform centred solely on increasing doctoral scholarships would address part of the economic problem but leave unresolved the organisation of subsequent employment. A reform centred solely on research contracts might improve professional status while increasing institutional costs and potentially reducing the number of appointments financed from fixed budgets. A reform centred solely on industrial doctoral programmes could improve collaboration with participating enterprises while leaving other scientific disciplines and research institutions with limited employment opportunities. The appropriate design must therefore reflect the different purposes and constraints of these instruments.

Italy’s institutional priority is to establish a more coherent relationship between scientific training, research employment and productive demand, supported by financing commitments consistent with the duration of the activities undertaken. The success of such a framework should be assessed through the continuity and quality of research careers, the utilisation of scientific expertise and the durability of institutional and industrial research capabilities, rather than through the number of new contractual categories or funding announcements.

Chapter 9. Strategic Scenarios, Institutional Trade-offs and Italy’s Five-Year Research Competitiveness Outlook

9.1. The 2027–2031 Strategic Horizon and the Limits of Forecasting

The five-year outlook for Italy’s research competitiveness must begin by distinguishing developments already established by the public record from future outcomes that remain conditional on institutional decisions, financial resources and economic behaviour. The available evidence establishes the existence of significant doctoral remuneration differences, the professional motivations associated with international mobility, the concentration of business R&D within large enterprises and the regulatory instruments governing research careers. It does not provide a defensible statistical basis for assigning precise probabilities to alternative national outcomes. No numerical forecast of researcher emigration, patent production, economic growth or fiscal losses can therefore be generated responsibly from the supplied remuneration figures or the available aggregate institutional data alone.

The appropriate forecasting method is a conditional scenario assessment. Each pathway describes a coherent combination of policy choices and institutional responses, identifies mechanisms through which those choices could influence research competitiveness and specifies observations that would strengthen or weaken the judgment. The scenarios are not assumed to be mutually exclusive. Italy may improve remuneration in some institutions, expand industrial research in certain sectors and continue to face career constraints elsewhere. National performance will reflect the combined effects of these developments rather than a single uniform trajectory.

The European Innovation Scoreboard 2026 provides an additional reference for the outlook. Published by the European Commission on 9 July 2026, the report evaluates innovation performance across a framework of 32 indicators covering four dimensions. It therefore provides a broader perspective than R&D expenditure alone, incorporating elements of the innovation environment, investment, innovative activities and economic impacts. The Commission’s 2026 assessment reports that Italy’s innovation performance improved relative to its earlier position, but the country remained below the European Union average. The relevant official reference is European Innovation Scoreboard 2026 — European Commission, Directorate-General for Research and Innovation, 9 July 2026.

The scoreboard is useful as a multidimensional benchmark, but it should not be interpreted as a direct measure of doctoral remuneration policy or as evidence that a particular scholarship reform would produce a specified improvement in national innovation performance. Composite innovation indicators combine variables with different causal relationships and reference periods. Changes in the aggregate score may reflect developments in investment, skills, research output, firm-level innovation or other dimensions. A national improvement can therefore coexist with weakness in specific components of the research career system.

The relevance of the scoreboard to this assessment lies in its capacity to show whether research workforce reform occurs alongside broader improvements in the national innovation environment. A policy that strengthens doctoral recruitment but leaves industrial innovation unchanged may generate valuable scientific benefits without materially changing some short-term innovation indicators. Conversely, improvements in industrial innovation may result from factors unrelated to doctoral reform. Evaluation must consequently identify the specific mechanisms through which each policy is expected to operate.

9.2. Scenario One: Institutional Continuity and Uneven Adjustment

The first pathway assumes that Italy broadly maintains its existing institutional configuration while permitting incremental remuneration increases, selective improvements in research contracts and continued development of established programmes. Under this pathway, some universities may improve doctoral financial conditions through institutional resources or external financing, while others remain closer to the national minimum. PNRR-related programmes and other targeted funding instruments may continue to influence research activity, but the general organisation of doctoral careers would not undergo a comprehensive realignment.

The principal advantage of this approach is its relatively limited immediate disruption to public finances and university governance. Institutions can adapt within existing regulatory arrangements, and policymakers avoid undertaking large recurring commitments before sufficient evidence is available concerning the effectiveness of more extensive reform. Incremental adjustments may also permit experimentation, allowing universities to evaluate how remuneration changes affect recruitment and retention under different conditions.

The principal weakness is that partial adjustment may preserve the structural differences already identified. Universities with substantial external funding or industrial partnerships may become more attractive, while financially weaker institutions remain constrained. Research-intensive firms may continue to recruit specialised personnel successfully, while enterprises without established R&D functions encounter limited incentives to employ doctoral researchers. Internationally competitive research groups may maintain strong professional networks, yet the national system as a whole may remain unable to provide sufficiently attractive career opportunities across disciplines and regions.

This pathway would not necessarily produce an immediate decline in national research performance. Italy already possesses scientific institutions and industrial capabilities capable of sustaining valuable research activity. The risk is that the distribution of those capabilities becomes increasingly concentrated and that the economic conditions governing research careers improve too slowly to offset competing opportunities elsewhere. The relevant evidence would be the persistence of differences in doctoral recruitment outcomes, institutional retention and the concentration of research employment.

A particularly important indicator would be whether universities offering higher financial support experience measurable improvements in the acceptance of doctoral offers and the subsequent continuity of research careers. If such improvements are limited, that would weaken the proposition that remuneration is the dominant constraint in those institutions and strengthen the case for examining research quality, employment prospects and other factors. If improvements are substantial, the evidence would support considering broader financial realignment.

9.3. Scenario Two: Remuneration Realignment Without Structural Reform

The second pathway assumes a material increase in doctoral remuneration across a significant part of the university system, without equivalent changes in postdoctoral career opportunities, industrial research demand or university governance. Such a reform could improve the immediate financial accessibility of doctoral programmes and reduce the disadvantage associated with choosing research instead of alternative professional opportunities. It could also strengthen the international attractiveness of Italian doctoral positions, especially where scientific quality is already strong.

The central limitation is that the benefits may be concentrated at the entry stage. Candidates may find doctoral education more affordable while continuing to face uncertain professional opportunities after graduation. If the domestic market for advanced scientific employment remains constrained, the reform could produce a larger or more financially secure population of doctoral graduates without ensuring that their expertise is subsequently employed in Italy.

The budgetary consequences would depend on the number of positions affected and the financing arrangements used. If additional expenditure were provided through a recurring national funding mechanism, universities could maintain the number of positions while improving remuneration, subject to other related costs. If institutions were required to finance increases within fixed budgets, they might reduce positions or redirect expenditure from other activities. The reform could therefore produce different effects according to institutional financial capacity.

This pathway is important because it demonstrates the distinction between improving social and economic conditions for doctoral candidates and achieving a broader industrial competitiveness objective. Better remuneration may be justified on grounds of fairness, financial accessibility or the professional value of scientific work, even if its immediate contribution to industrial innovation cannot be quantified. But if the policy objective is specifically to retain doctoral-level expertise within the national research and industrial system, remuneration reform must be evaluated against subsequent employment outcomes.

A successful outcome would require observable improvements in recruitment, completion and the financial accessibility of research careers. A weaker outcome would be indicated by improved conditions during training without corresponding improvements in domestic postdoctoral employment or industrial research recruitment. The latter would not establish that the expenditure was wasted, but it would demonstrate that the intervention had not fully addressed the structural competitiveness problem.

9.4. Scenario Three: Integrated Reform of Research Careers and Industrial Demand

The third pathway assumes that remuneration improvements are coordinated with measures strengthening postdoctoral employment, university research capacity and the demand for scientific expertise within enterprises and public institutions. The defining characteristic is not the magnitude of any one expenditure increase, but the effort to connect the stages of the research career system and the organisations expected to use advanced knowledge productively.

Under this pathway, doctoral remuneration would be treated as an entry condition within a broader professional structure. Universities would require greater predictability in financing and recruitment, while postdoctoral appointments would need to provide scientifically meaningful work and credible opportunities for subsequent progression. Industrial collaboration would be evaluated through the quality and continuity of research activity rather than the number of co-financing agreements alone. Public research institutions would be included because they provide important scientific capabilities and can connect advanced research with public policy, technological development and industrial applications.

The principal advantage is that the reform would address both the supply of researchers and the demand for their expertise. Better financial conditions could improve recruitment, while more credible professional opportunities could support retention. Stronger university–industry relationships could expand the range of domestic occupations requiring advanced scientific skills. The resulting benefits would depend on the successful coordination of institutions and on the willingness of enterprises to undertake sustained research investment.

The implementation burden would be greater than under incremental adjustment. Multiple authorities would need to coordinate financing, regulatory provisions, recruitment rules and programme evaluation. Universities would have to reconcile increased expenditure with teaching and infrastructure obligations. Enterprises would need incentives that reward additional research activity rather than merely subsidising existing operations. Regional differences would require differentiated implementation, because the constraints facing a large industrial research centre are not identical to those facing a university serving an area with limited private R&D.

The timing of benefits would also be uneven. Recruitment and financial accessibility might respond relatively quickly, while industrial research capacity would require the accumulation of expertise, organisational adaptation and sustained investment. A five-year horizon could reveal whether research career conditions and industrial recruitment were improving, but it would not necessarily capture the full economic effects of technological developments initiated during that period.

The risk is that coordination becomes an end in itself, generating complex programmes without additional scientific activity. An integrated strategy would therefore need clear responsibilities, transparent financing arrangements and indicators capable of distinguishing implementation from results. Its success should be judged by whether institutions and enterprises retain and productively employ additional scientific capabilities, not by the number of policy instruments created.

9.5. Scenario Four: Industrial Expansion with Persistent Academic Career Constraints

A fourth pathway assumes that technological investment and industrial R&D demand expand in selected sectors while doctoral and postdoctoral career conditions remain comparatively unattractive. This outcome is plausible where large enterprises undertake new research projects or adopt advanced technologies independently of broader university reforms.

The immediate effect could be increased competition for qualified researchers within Italy. Enterprises offering attractive professional opportunities may recruit doctoral graduates who would otherwise have pursued academic careers or moved abroad. Such movement can represent a productive domestic allocation of scientific expertise, particularly where firms employ researchers in roles requiring advanced qualifications. It may strengthen industrial research capacity without necessarily increasing the number of researchers employed by universities.

However, the pathway could also expose weaknesses in the academic research system. If universities cannot retain sufficient experienced researchers, their capacity to sustain doctoral training and scientific programmes may weaken over time. Industrial employers depend partly on the continued production of advanced knowledge and qualified personnel by universities and public research institutions. A system that expands industrial demand while allowing the research training infrastructure to deteriorate could eventually constrain its own supply of scientific expertise.

The resulting balance would depend on whether industrial employment opportunities compensate for academic career disadvantages without undermining the continuity of university research. A strong national innovation system does not require all doctoral graduates to remain in academia, but it does require universities capable of renewing scientific knowledge and training successive generations of researchers.

This scenario illustrates why retention cannot be defined simply as maintaining individuals within the institution that trained them. Domestic movement from academia into research-intensive industry may improve national competitiveness. The relevant objective is to preserve and develop scientific capability within the national economy while maintaining the institutions responsible for its formation.

9.6. Comparative Scenario Assessment and the Indicators Required for Policy Decisions

The four pathways describe different combinations of reform, investment and institutional behaviour. Their purpose is to identify the conditions under which research competitiveness could improve or deteriorate, not to assign invented probabilities to future developments. The available evidence is sufficient to distinguish the mechanisms associated with each pathway, but not to quantify their expected effects on migration, innovation output or national economic growth.

Strategic pathway, 2027–2031	Main institutional change	Potential benefit	Principal exposure	Decisive observable indicators
Institutional continuity	Incremental adjustments within existing structures	Limited disruption and selective improvements	Persistent differences between institutions and regions	Offer acceptance, retention and institutional financial divergence
Remuneration realignment	Higher doctoral compensation without equivalent career reform	Improved affordability and attractiveness of doctoral entry	Higher expenditure without corresponding postdoctoral retention	Applicant quality, completion, domestic employment after graduation
Integrated research career reform	Coordinated remuneration, employment and industrial research measures	Stronger continuity between training and productive employment	Fiscal commitments and implementation complexity	Research employment, sustained industrial recruitment, institutional collaboration
Industrial expansion without academic realignment	Increased research demand from selected enterprises	Greater domestic utilisation of specialised expertise	Pressure on university research continuity and uneven sectoral outcomes	Academic vacancies, industrial research recruitment, researcher mobility between sectors

The scenario comparison should be interpreted alongside the policy orientation established in the European Research Area Policy Agenda 2025–2027 — European Commission and European Research Area and the regulatory framework governing Italian university financing under DM 982/2026 — Ministero dell’Università e della Ricerca.

The first group of indicators should concern the accessibility of doctoral education. These include the number of qualified applicants per funded position, the share of offers accepted, the socioeconomic characteristics of entrants and the reasons candidates decline funded positions. The decisive issue is whether remuneration affects the composition and quality of the incoming research workforce. A rising number of applicants would not necessarily demonstrate improved attractiveness if it resulted from changes in the total graduate population or labour-market conditions. The evidence would be stronger if institutions could compare outcomes before and after remuneration changes while accounting for changes in programme quality, research funding and external opportunities.

The second group should concern continuity within research careers. Completion rates, interruptions, transitions into postdoctoral appointments and the duration of employment in research-intensive roles would provide information about whether doctoral education leads to sustainable professional opportunities. These observations should distinguish individuals entering academic research, public research institutions, private-sector R&D and employment not formally requiring the doctorate. The relevant benchmark is not the proportion remaining in academia alone, but the extent to which advanced scientific qualifications are employed productively.

The third group should concern international mobility and attraction. Departures, arrivals, returns and the maintenance of cross-border research connections must be examined together. A reduction in outward mobility would not necessarily be desirable if it resulted from fewer international training opportunities, while an increase in mobility might be beneficial if accompanied by strong return flows and collaboration. The relevant measure is therefore the balance between international openness and domestic research capability.

The fourth group should concern institutional and industrial demand. Universities and public research institutions should be evaluated according to their ability to maintain scientific programmes and recruit specialised personnel. Enterprises should be examined according to the extent to which they create sustained research activities, employ doctoral-level expertise and participate in research collaborations producing additional capabilities. Expenditure alone would be an incomplete indicator because it may increase through higher prices, equipment purchases or other changes not directly associated with researcher employment.

The fifth group should concern the distribution of scientific opportunities across disciplines and regions. National averages may conceal important differences between research-intensive industrial centres and regions where universities provide a greater proportion of scientific activity. A reform that improves outcomes in already well-resourced institutions while weakening financially constrained universities may increase concentration without necessarily improving national research capacity proportionately.

9.7. The Time Structure of Reform and the Risk of Misinterpreting Early Results

The timing of evaluation is particularly important because research policy operates through processes that unfold over different periods. A change in doctoral remuneration can affect a candidate’s decision to accept a position at the beginning of a programme, while the consequences for completion and postdoctoral employment emerge only later. Industrial utilisation of advanced scientific expertise may depend on further professional development and the continuation of research projects after graduation.

The first phase of a five-year reform should therefore establish a consistent information baseline. Institutions need reliable data on remuneration, total position costs, recruitment outcomes and the financial circumstances affecting access to doctoral education. Without such information, policymakers may struggle to distinguish the effects of remuneration reform from changes in the wider economic environment.

The second phase should examine the implementation of changes across institutions. A national reform may be legally uniform but operationally uneven because universities differ in their capacity to recruit, finance research infrastructure and maintain doctoral programmes. Monitoring should therefore identify whether institutions preserve the number and quality of funded positions, whether additional expenditure reaches researchers as intended and whether unexpected constraints emerge.

The third phase should assess early professional outcomes. The relevant observations include transitions into subsequent research appointments, the emergence of industrial employment opportunities and the maintenance of research collaborations. These indicators can begin to reveal whether changes in doctoral conditions are producing a more coherent research career system.

The later phase should assess the durability of those outcomes. A temporary increase in recruitment or the creation of short-lived projects cannot be equated with sustained research capacity. The decisive question is whether universities, public institutions and enterprises maintain the resulting scientific functions after the initial financing arrangements end.

The five-year horizon is therefore sufficient to evaluate implementation quality and some early outcomes, but it cannot provide a complete measure of the long-term economic return on scientific education. Institutional decision-makers should avoid interpreting the absence of immediate patent growth, productivity gains or measurable fiscal returns as evidence that a reform has failed, while also avoiding the opposite assumption that increased public expenditure will inevitably generate such benefits.

9.8. Principal Strategic Judgment for the 2027–2031 Period

The most defensible outlook is conditional rather than deterministic. Italy possesses established scientific institutions, industrial research capabilities and policy instruments intended to connect doctoral training with productive demand. At the same time, the evidence establishes significant differences in the financing and employment conditions offered across European research systems and identifies domestic constraints associated with the utilisation of advanced expertise.

If remuneration and career conditions improve without corresponding changes in research employment opportunities, Italy may strengthen doctoral accessibility without fully resolving the incentives driving subsequent international mobility. If industrial research demand expands while universities remain financially constrained, the national economy may gain research employment in selected sectors while encountering difficulties sustaining its scientific training infrastructure. If institutional reform connects remuneration, career progression and industrial demand through credible financing and governance arrangements, the country could improve the conditions under which specialised knowledge accumulates domestically.

The strategic priority is therefore to preserve flexibility while avoiding fragmented interventions. Reform should be sufficiently broad to address the relationships between research training, employment and industrial capability, but sufficiently disciplined to permit evaluation of its fiscal consequences and observable outcomes.

The five-year objective should not be defined as eliminating the difference between Italy and the highest-paying European doctoral systems. It should be to establish whether improved research career conditions can strengthen the domestic availability, continuity and productive utilisation of advanced scientific expertise at a fiscally sustainable cost.

Chapter 10. National Policy Choices, Implementation Constraints and Final Strategic Assessment

10.1. Doctoral Human Capital as a National Investment Priority

The strategic significance of Italy’s doctoral remuneration system derives from the role of advanced scientific knowledge in the country’s long-term economic development. Public investment in doctoral education supports the formation of specialised capabilities that may contribute to universities, research institutions, industrial enterprises and other knowledge-intensive organisations. Yet the domestic economic value of that investment depends on the existence of conditions under which those capabilities can be applied productively. Scientific education and technological development are consequently connected through institutional mechanisms that extend beyond the financing of individual researchers.

This creates a national policy problem involving several legitimate but potentially competing objectives. The university system must preserve access to advanced education, sustain scientific quality and support research across disciplines. Public finances must accommodate the recurring cost of remuneration, institutional infrastructure and research employment. Industrial policy must promote technological capabilities and productive investment without assuming that public expenditure alone can substitute for enterprise demand. European research participation must preserve scientific openness and collaboration while allowing Italy to maintain sufficient domestic research capacity.

The national decision should therefore begin by defining the objective of reform precisely. Increasing doctoral remuneration can be justified as a measure improving the financial sustainability of advanced education. Strengthening postdoctoral career conditions can be justified as a measure supporting professional continuity and the retention of research expertise. Expanding university–industry collaboration can be justified as a means of improving the productive use of scientific knowledge. These interventions may reinforce one another, but their effectiveness should be assessed against their respective objectives rather than treated as interchangeable mechanisms.

The relevant policy framework already contains instruments addressing several of these functions. The Italian doctoral regulatory structure establishes the organisation and financing conditions of accredited programmes; the research employment legislation defines contractual mechanisms; the FFO supports the institutional university system; and the PNRR research investments include measures connecting doctoral training with industrial and public-sector needs. The European Research Area provides an additional framework for the attractiveness, mobility and recognition of research careers. The underlying authorities include MUR — Doctoral Accreditation and Programme Regulation, DM 226/2021, MUR — Ordinary University Financing, DM 982/2026, MUR — Innovative Doctorates for Enterprises, DM 630/2024 and Council of the European Union — European Framework for Research Careers, December 2023.

The policy challenge is not to create a separate administrative instrument for every identified weakness. It is to align existing instruments around a coherent set of objectives and ensure that the institutions responsible for implementation possess the resources, authority and information required to deliver them.

10.2. The Distribution of Authority and the Requirements of Implementation

A comprehensive research career strategy would require coordination among authorities whose responsibilities are legally and operationally distinct. National government and Parliament determine the legislative and budgetary framework within which major reforms can be financed. The Ministry of University and Research exercises responsibilities concerning university financing, doctoral regulation and relevant research programmes. Universities retain institutional functions associated with research organisation, academic recruitment, programme design and resource allocation. Public research organisations operate under their respective governing frameworks, while enterprises make investment and employment decisions according to their technological needs and economic incentives.

The distribution of responsibility creates a risk that reforms will be implemented through disconnected administrative measures. A national increase in doctoral remuneration may be established without corresponding changes in postdoctoral opportunities. Universities may adopt new research employment instruments while lacking reliable funding for long-term appointments. Industrial programmes may finance collaborative projects without ensuring that participating enterprises develop durable research capabilities. Each measure can be formally implemented while the broader strategic objective remains unmet.

The solution is not necessarily greater centralisation of every university decision. Research institutions require autonomy to respond to disciplinary differences, recruit specialised personnel and establish partnerships suited to their scientific activities. However, autonomy must operate within a framework that provides predictable financing, transparent responsibilities and sufficient consistency for national evaluation.

A central authority may establish minimum remuneration conditions and financing rules, while institutions retain discretion to provide additional support where resources and recruitment conditions justify it. A national framework may specify minimum standards for transparency and research career information, while universities determine the academic suitability of candidates and the organisation of research programmes. Public programmes may define requirements for additional industrial research activity, while firms retain responsibility for identifying economically meaningful projects.

The critical issue is accountability. Each institutional actor should be evaluated against outcomes within its actual authority. Universities should not be held solely responsible for the absence of industrial demand they cannot create. Enterprises should not be expected to employ researchers whose expertise is unrelated to their activities merely because public policy encourages doctoral recruitment. Central government should not assume that the allocation of resources automatically guarantees successful implementation by autonomous institutions.

Effective governance therefore requires an explicit division between financing authority, academic responsibility, employer obligations and the collection of performance evidence.

10.3. National Policy Options and Their Economic Consequences

The available policy choices differ in their objectives, financing requirements, implementation burdens and exposure to unintended consequences. They should not be ranked solely according to the size of the expenditure involved. A financially ambitious intervention may be ineffective if it does not address the binding institutional constraint, while a more limited intervention may produce valuable results where a specific obstacle is clearly identified.

Policy option	Responsible institutions	Expected mechanism	Main fiscal or operational burden	Principal downside
National doctoral remuneration adjustment	Parliament, government, MUR, universities	Improves financial accessibility and recruitment attractiveness	Recurring scholarship and associated costs	Reduction in funded places if financing is insufficient
Targeted support for financially constrained programmes	MUR and eligible institutions	Addresses recruitment difficulties where financial constraints are most consequential	Selection, verification and targeted funding	Uneven treatment and administrative complexity
Postdoctoral career restructuring	Legislator, MUR, universities and research institutions	Improves employment continuity and professional recognition	Research employment costs and institutional planning	Increased rigidity or fewer appointments under fixed budgets
Expanded industrial doctorate partnerships	MUR, universities and participating firms	Connects advanced training to defined research demand	Co-financing, supervision and programme governance	Subsidised activity without enduring research employment
Research recruitment incentives for enterprises	Competent national authorities and participating employers	Reduces initial costs of hiring specialised researchers	Fiscal expenditure and compliance monitoring	Subsidising recruitment that would occur anyway
International return and collaboration mechanisms	Research institutions, universities, national authorities	Strengthens access to internationally developed expertise	Financing, recruitment and institutional coordination	Temporary attraction without sustainable employment
Research workforce monitoring and evaluation	MUR, ISTAT, universities and research organisations	Improves evidence for financing and career policy	Administrative systems and data governance	Reporting burden without consequential use of evidence

The options are grounded in the institutional framework described by MUR — University Financing, MUR — PNRR Research Investments, Italian Research Employment Legislation — Law 240/2010, Article 22 and European Research Executive Agency — Research Careers in the EU.

The first option addresses the most immediate financial barrier, but its effectiveness depends on the sensitivity of doctoral recruitment and retention to remuneration. A national increase could improve accessibility and reduce the economic disadvantage associated with entering research. However, if financed through unchanged institutional envelopes, it could reduce the number of positions available. Its implementation therefore requires explicit treatment of the relationship between remuneration and programme capacity.

The second option seeks to distinguish institutions or programmes where financial constraints are particularly consequential. Targeting could improve the efficiency of expenditure where differences in living costs, recruitment competition or research conditions create measurable difficulties. Yet targeted funding can introduce administrative complexity and unequal treatment between candidates undertaking comparable research. Eligibility criteria would have to be transparent and based on observable conditions rather than discretionary assessments unsupported by evidence.

The third option concerns the transition from doctoral education into professional research employment. Greater continuity could improve the attractiveness of scientific careers, but research contracts create financial obligations that institutions must be able to sustain. Reforms that raise the cost of each appointment without increasing available resources may reduce the number of positions financed. Accordingly, changes in contractual status should be evaluated alongside their effects on employment capacity and the organisation of research programmes.

The fourth and fifth options operate through industrial demand. Collaborative doctorates and recruitment incentives can reduce the separation between university training and enterprise research. Their effectiveness depends on whether firms create additional scientific activity and maintain demand for advanced expertise beyond the subsidised period. The relevant policy risk is the substitution of public financing for private expenditure that would otherwise have occurred.

The sixth option recognises that international mobility may generate value for Italy even when researchers establish careers abroad. Return recruitment, collaborative programmes and institutional networks can strengthen access to scientific expertise developed internationally. However, temporary incentives cannot compensate indefinitely for weak domestic professional opportunities. The sustainability of return depends on the existence of research roles, infrastructure and institutional conditions consistent with the researcher’s expertise.

The seventh option is a necessary component of evaluation rather than a substitute for substantive reform. Better information can improve the allocation of resources, identify effective programmes and reveal unintended consequences. Its value depends on whether policymakers and institutions use the resulting evidence to adjust financing and governance decisions.

10.4. Fiscal Sustainability, Institutional Autonomy and the Risk of Displacing Research Capacity

The most significant implementation constraint is the relationship between recurring financial commitments and the resources available to universities and research institutions. Doctoral scholarships, research contracts and permanent academic employment have different budgetary characteristics, but each requires financing consistent with its duration. Increasing remuneration may be justified on economic or institutional grounds, yet it cannot be treated as fiscally neutral unless additional resources or identifiable savings are available.

The 2026 FFO allocation of €9.415 billion provides the broad financing context for state universities, but it does not establish the amount that can be redirected toward doctoral remuneration without affecting other institutional functions. Universities must finance teaching, research infrastructure, personnel, maintenance and other obligations. Reform therefore creates an allocation problem between activities that are complementary over the long term but may compete for resources within a given budget year.

A university that improves doctoral remuneration by reducing laboratory investment may strengthen short-term recruitment while constraining the quality of the scientific environment available to those researchers. A university that finances additional research contracts by reducing doctoral places may improve professional continuity for existing graduates while limiting the entry of new candidates. A university that preserves current expenditure patterns may avoid immediate disruption while maintaining the financial conditions that discourage some individuals from pursuing research.

The relevant objective is to identify the combination of expenditure producing the greatest sustainable contribution to scientific capacity, rather than treating every increase in personnel spending as inherently superior to investment in infrastructure or research projects.

Institutional autonomy complicates this decision because universities differ in scientific specialisation, financial resources and local employment conditions. A uniform national policy can establish a common standard, but it cannot ensure identical effects across institutions. Financially stronger universities may continue to provide additional benefits, while others depend more heavily on central financing. The policy must therefore reconcile national minimum conditions with the flexibility required to respond to institutional and disciplinary differences.

The design of financing mechanisms also affects incentives. If universities receive additional resources automatically in proportion to existing doctoral positions, the system may support continuity but provide limited encouragement to examine recruitment effectiveness. If funding depends excessively on short-term performance measures, institutions may concentrate resources in activities with readily measurable outputs while neglecting research whose benefits emerge over longer periods. A balanced framework must therefore distinguish between stable institutional financing and targeted incentives intended to address identifiable constraints.

10.5. Evidence Requirements for a National Research Workforce Strategy

A credible national strategy requires an information system capable of connecting doctoral funding, research training and subsequent employment without reducing scientific performance to a single numerical indicator. Existing sources already provide important components of this evidence. The Ministry records regulatory and financing arrangements, universities maintain information on doctoral admissions and programmes, and ISTAT conducts surveys examining the professional outcomes of doctorate holders. Eurostat and the European Commission provide broader research and innovation indicators permitting international comparison.

The limitation is that these sources measure different populations and activities. Doctoral scholarship data concern funded positions and recipients. Employment surveys concern individuals who have completed doctoral education. R&D personnel statistics measure the workforce engaged in research, frequently through full-time equivalents. Innovation indicators concern enterprise activity, scientific output and economic outcomes. These measures cannot be treated as interchangeable, but they can be used together when their definitions and reference periods are made explicit.

The national evaluation system should therefore distinguish access to research training from subsequent career outcomes. The financial conditions faced by candidates should be assessed through scholarship values, mandatory contributions, additional support and relevant living costs. Programme quality should be examined through academic supervision, access to infrastructure and completion outcomes. Professional progression should be evaluated through employment conditions, occupation, research activity and the utilisation of advanced qualifications. International mobility should include arrivals, departures, returns and ongoing research connections. Industrial research capacity should be measured through expenditure, employment, collaboration and the continuity of technological activities.

The decisive requirement is longitudinal consistency. A researcher may complete a doctorate under one financing arrangement, enter a postdoctoral appointment under another and subsequently move into industry or international employment. Evaluating only the initial position would conceal the outcome of the wider career trajectory. Conversely, evaluating employment several years after graduation without reference to the original training conditions would make it difficult to identify which institutional features influence professional decisions.

The latest ISTAT survey demonstrates the value of longitudinal evidence by examining doctorate holders several years after completing their qualifications and distinguishing employment, international mobility and the occupational requirement for doctoral training. Its findings provide a foundation for policy analysis while also identifying the need for more detailed connections between individual funding conditions and subsequent outcomes. The relevant source remains L’inserimento professionale dei dottori di ricerca — Anno 2025 — ISTAT, March 2026.

An effective information framework should also preserve confidentiality and proportionate administrative requirements. Researchers should not be subjected to unnecessary reporting obligations merely to support policy analysis, and universities should not divert excessive resources from scientific activity toward data collection. The objective is to use existing administrative and statistical systems more coherently, identify consequential evidence gaps and support decisions through information directly relevant to financing and employment outcomes.

10.6. The Relationship Between National Scientific Capacity and European Technological Integration

Italy’s research strategy must operate within a European scientific system whose economic and institutional integration creates both opportunities and competitive pressures. The European Union’s research programmes, mobility arrangements and common policy frameworks facilitate collaboration and the circulation of expertise. These mechanisms can improve scientific productivity and permit participating institutions to undertake projects that would be more difficult to finance or organise nationally. Yet the existence of a common research area does not eliminate differences in national employment conditions, public financing or industrial demand.

The strategic challenge is to reconcile scientific openness with the maintenance of domestic capabilities. Italy benefits when its researchers participate in international programmes, acquire expertise abroad and contribute to collaborative scientific networks. It also benefits when foreign researchers join Italian institutions and enterprises. The potential disadvantage emerges when the national system consistently develops specialised personnel without offering sufficient opportunities to retain, attract or reconnect with those capabilities.

The European policy framework recognises the importance of more attractive and sustainable research careers. The Council Recommendation of December 2023 identifies research employment conditions, professional recognition and mobility as matters relevant to the performance of the European Research Area, while the 2025–2027 policy agenda provides a framework for voluntary action by participating states and institutions. These instruments support national reform but do not substitute for domestic financing and organisational decisions. Their relevance is documented in Council Recommendation on a European Framework to Attract and Retain Research, Innovation and Entrepreneurial Talents in Europe — Council of the European Union, December 2023 and ERA Policy Agenda 2025–2027 — European Research Area.

European integration consequently changes the conditions of national research competition without making national institutions irrelevant. Researchers can compare opportunities across borders, but universities, public research organisations and industrial enterprises remain embedded in particular legal, financial and productive environments. The capacity to attract scientific talent depends on those environments, and the ability to benefit from talent mobility depends on the strength of the institutions receiving or maintaining connections with researchers.

For Italy, participation in European research cooperation should therefore be treated as a means of strengthening domestic scientific capacity rather than as an alternative to it. International networks can provide access to knowledge, but domestic institutions must possess the expertise and infrastructure required to use that knowledge effectively. European funding can support collaborative projects, but recurring national research functions require sustainable institutional resources. Foreign research experience can increase an individual’s professional capabilities, but Italy must provide credible opportunities if it wishes to attract that expertise into its own scientific and industrial system.

The central policy objective should consequently be the capacity to participate in international scientific networks without becoming structurally dependent on external organisations for the advanced expertise required by national technological activities. This does not imply technological self-sufficiency or restrictions on scientific mobility. It requires maintaining sufficient competence to evaluate, adapt and develop technologies within sectors where domestic research capability is economically and strategically important.

10.7. The Final Allocation Problem: Research Remuneration, Industrial Investment and National Priorities

The decision facing Italian policymakers is ultimately one of allocating limited financial and institutional resources among activities whose benefits are interconnected and whose results emerge over different periods. Doctoral remuneration affects the financial conditions under which individuals enter scientific careers. Research employment arrangements affect whether those careers remain professionally sustainable. University and public research financing affect the quality and continuity of scientific activity. Industrial investment determines the extent to which enterprises can absorb and develop advanced knowledge. International cooperation provides access to scientific capabilities beyond those available domestically.

Treating these elements as competing priorities without considering their complementarities risks producing inefficient allocations. Higher remuneration may yield limited retention benefits if researchers subsequently encounter inadequate employment opportunities. Industrial innovation incentives may yield limited additional research if firms cannot recruit the necessary expertise. Investment in scientific infrastructure may be underutilised if institutions cannot maintain research teams capable of operating it. Conversely, the productive combination of these investments can generate capabilities whose value exceeds that of each component considered independently.

The appropriate policy framework must therefore distinguish between minimum conditions necessary for the viability of research careers and additional investments intended to improve scientific or industrial performance. A nationally defined remuneration floor can establish a degree of consistency and financial accessibility, but it cannot replace institution-specific financing for advanced laboratories or the specialised employment requirements of different scientific disciplines. Postdoctoral employment protections can improve professional security, but they must be compatible with the duration and financing of research activities. Industrial programmes can promote demand for researchers, but their implementation must reflect genuine technological needs and preserve the scientific integrity of doctoral education.

The national budgetary framework imposes an additional requirement: financing commitments must be credible over their full duration. Announcing higher remuneration or additional research positions without securing the resources required to maintain them would create uncertainty for institutions and researchers. Conversely, refusing to consider reform because its benefits cannot be measured immediately would privilege short-term expenditure visibility over the less readily observable consequences of scientific underinvestment.

The choice should therefore be evaluated through the marginal effectiveness of alternative interventions. In some programmes, financial accessibility may be the principal obstacle to recruitment. In others, research infrastructure or supervision may be more consequential. In some regions, the principal problem may be limited industrial demand for advanced expertise. In others, research-intensive enterprises may face difficulties recruiting specialists in particular fields. A coherent national strategy should accommodate such differences while preserving a transparent framework of minimum conditions and performance evaluation.

This approach also provides a more defensible relationship between scientific policy and industrial competitiveness. The purpose of doctoral training is not exclusively to supply researchers to enterprises, and the value of basic scientific research cannot be reduced to its immediate commercial application. Nevertheless, a national economy increasingly dependent on advanced technologies must ensure that scientific expertise can circulate productively between universities, research institutions and industry. The challenge is to preserve the independent scientific functions of universities while strengthening the organisations capable of translating research knowledge into industrial capabilities.

10.8. Final Net Assessment: Italy’s Research Workforce as a Strategic National Capability

The evidence examined across the three pillars supports a clear distinction between the established characteristics of Italy’s research system and the long-term economic consequences that remain conditional on policy choices and institutional behaviour. The European remuneration comparison establishes that Italy’s historical annual gross doctoral scholarship benchmark of €16,243 is substantially lower than the reported compensation arrangements in several competing European systems. The national employment evidence establishes that research career decisions are shaped by professional suitability and remuneration, and that doctoral-level expertise is not employed in identical ways across domestic and foreign labour markets. The industrial research evidence establishes that Italy possesses significant scientific and technological capabilities, but that its R&D expenditure and employment are distributed unevenly across institutions, enterprises and regions.

The fiscal evidence adds an important qualification. The cost of increasing doctoral remuneration can be calculated directly once the population of funded positions and the applicable contribution and research-budget rules are established. The economic return from improved retention cannot be inferred with comparable precision. It depends on the professional opportunities available to researchers, the capacity of institutions and enterprises to use their expertise and the scientific and economic activities that would otherwise have taken place.

This uncertainty does not invalidate the case for reform. It establishes the conditions under which reform should be designed and evaluated. Public expenditure on scientific training is justified by educational, scientific and economic objectives that extend beyond the future tax payments of individual researchers. The state must therefore avoid reducing the evaluation of doctoral education to a narrowly fiscal calculation. At the same time, the existence of wider public benefits does not justify treating every additional expenditure as economically productive regardless of its institutional context.

The European comparative evidence indicates that Italy operates within a market for scientific talent in which financial and professional opportunities vary significantly between national research systems. Maintaining relatively weak early-career conditions may therefore place greater pressure on other dimensions of domestic attractiveness, including scientific quality, access to infrastructure and subsequent employment prospects. Where these compensating advantages are sufficiently strong, Italian institutions can remain internationally competitive. Where they are insufficient, researchers may reasonably pursue opportunities elsewhere.

The central strategic vulnerability is the possibility that these pressures interact cumulatively. Financially unattractive doctoral conditions may discourage some qualified individuals from entering research. Weak postdoctoral career opportunities may reduce the willingness of graduates to remain in Italy. Limited industrial demand for advanced expertise may constrain the range of domestic occupations capable of using doctoral skills productively. The resulting loss of specialised personnel can weaken institutional continuity and reduce the capacity of domestic organisations to undertake technologically demanding activities. If these developments diminish the visibility of research’s economic contribution, they may also weaken support for the investments required to address the original constraints.

Such a cycle is not inevitable, and the available evidence does not establish that it has already produced an aggregate contraction in Italy’s national research capability. It nevertheless identifies a coherent risk pathway connecting remuneration, professional employment, institutional capacity and industrial competitiveness. The appropriate national response is to reduce the probability that these constraints reinforce one another while preserving the benefits associated with international scientific cooperation.

The most defensible institutional approach combines financially sustainable doctoral support with credible professional opportunities, research organisations capable of maintaining scientific expertise and industrial policies that promote genuine demand for advanced knowledge. Its implementation requires coordinated authority, transparent funding, institutional flexibility and longitudinal evaluation. It should not be assessed according to whether Italy reproduces the remuneration levels or research institutions of Germany, France, Denmark or the United Kingdom, but according to whether the country’s own scientific and industrial system becomes better able to recruit, retain, attract and productively employ researchers.

The final policy decision is therefore broader than an adjustment to doctoral scholarships. It concerns the priority assigned to scientific human capital within Italy’s economic development model. A country seeking to strengthen advanced manufacturing, artificial intelligence, research-intensive industry and technological independence must determine whether its institutional conditions are consistent with the formation and continued availability of the expertise required for those objectives.

Italy’s scientific competitiveness will depend not only on the resources committed to producing advanced knowledge, but also on the institutions responsible for maintaining and applying that knowledge. Universities cannot perform this function alone, nor can enterprises substitute entirely for the scientific infrastructure on which advanced technological development depends. Public research institutions, industrial organisations and internationally connected research networks must contribute complementary capabilities within a system sufficiently attractive to sustain specialised employment over time.

The final strategic judgment is that doctoral remuneration should be treated as one component of Italy’s national scientific and industrial capacity, not as an isolated university expenditure category. Its adequacy must be evaluated in relation to access to research careers, employment continuity, institutional financing and the productive demand for advanced expertise. Persistent underinvestment in these interconnected functions could weaken the country’s long-term position within the European research system, while reform undertaken without attention to industrial absorption and fiscal sustainability could generate additional expenditure without delivering the intended strategic benefits.

The national objective is not to retain every researcher educated in Italy, but to maintain a research system sufficiently capable, attractive and internationally connected that outward mobility is balanced by continuing domestic scientific capacity, inward recruitment, return opportunities and productive collaboration. The effectiveness of that system will ultimately be measured by whether Italy can convert advanced human-capital formation into durable scientific knowledge, technological capability and industrial competitiveness.

Final assessment — October 2026: Italy possesses the institutional foundations and policy instruments required to address its doctoral research competitiveness challenge. What remains unresolved is whether those instruments can be coordinated, adequately financed and evaluated against long-term outcomes rather than short-term expenditure commitments. The strategic cost of failing to resolve that question is not captured by the difference between national doctoral stipend amounts. It lies in the potential weakening of the domestic institutions and productive organisations through which scientific knowledge becomes a lasting national capability.

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