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Scientific and industrial specialisation, structural change and economic growth: Global evidence

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  • Teixeira, Aurora A.C.
  • Pinto, Alexandre

Abstract

Understanding how structural change drives long-run growth requires jointly considering the dynamics of productive and scientific specialisations, and science–industry alignment. This paper develops and tests a unified framework that integrates evolutionary, structuralist, complexity, and innovation-systems perspectives to assess how productive and scientific specialisations, science-industry alignment, diversification, and global value chain integration shape economic performance. To operationalize this framework, we construct new indicators, including a Science–Industry Matching (SIM) index, measures of dynamic entry and relatedness density, and specialisation-based diversity indices, and apply them to a panel of up to 142 countries over 2000–2018/2023. Estimation relies on country fixed effects with Driscoll–Kraay standard errors to address heteroskedasticity, autocorrelation, and cross-sectional dependence. The results reveal that persistent specialisation in high- and medium-high-tech industries fosters growth, while low-tech dependence constrains it. Scientific specialisation in enabling fields such as mathematics, physics, chemistry, and energy/environmental sciences supports growth, but excessive concentration risks lock-in. Science–industry alignment enhances growth in advanced economies with strong absorptive capacity but penalises weaker systems. Industrial diversification often dilutes resources, whereas scientific diversification consistently promotes growth by broadening the knowledge base for recombination. Finally, integration into global value chains is growth-enhancing in developing economies, while advanced economies can sustain higher domestic value added without significant penalties.

Suggested Citation

  • Teixeira, Aurora A.C. & Pinto, Alexandre, 2026. "Scientific and industrial specialisation, structural change and economic growth: Global evidence," Research Policy, Elsevier, vol. 55(2).
    • Handle: RePEc:eee:respol:v:55:y:2026:i:2:s0048733325002124
    DOI: 10.1016/j.respol.2025.105383
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    1. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    2. Prebisch, Raúl, 1950. "The economic development of Latin America and its principal problems," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 29973, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    3. Stephen Redding, 2002. "Path Dependence, Endogenous Innovation, and Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1215-1248, November.
    4. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    5. Natalia I. Doré & Aurora A. C. Teixeira, 2023. "Empirical Literature on Economic Growth, 1991–2020: Uncovering Extant Gaps and Avenues for Future Research," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 15(1), pages 7-37, January.
    6. Fagerberg, Jan, 2000. "Technological progress, structural change and productivity growth: a comparative study," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 393-411, December.
    7. Carayol, Nicolas, 2003. "Objectives, agreements and matching in science-industry collaborations: reassembling the pieces of the puzzle," Research Policy, Elsevier, vol. 32(6), pages 887-908, June.
    8. Martin, Chris J., 2016. "The sharing economy: A pathway to sustainability or a nightmarish form of neoliberal capitalism?," Ecological Economics, Elsevier, vol. 121(C), pages 149-159.
    9. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    10. Michael Peneder, 2009. "The impact of venture capital on innovation behaviour and firm growth," Venture Capital, Taylor & Francis Journals, vol. 12(2), pages 83-107, November.
    11. Carolina Castaldi & Koen Frenken & Bart Los, 2015. "Related Variety, Unrelated Variety and Technological Breakthroughs: An analysis of US State-Level Patenting," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 767-781, May.
    12. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    13. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    14. Cimoli, Mario & Dosi, Giovanni, 1995. "Technological Paradigms, Patterns of Learning and Development: An Introductory Roadmap," Journal of Evolutionary Economics, Springer, vol. 5(3), pages 243-268, September.
    15. Tânia Pinto & Aurora A. C. Teixeira, 2020. "The impact of research output on economic growth by fields of science: a dynamic panel data analysis, 1980–2016," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 945-978, May.
    16. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, April.
    17. Howard Pack & Kamal Saggi, 2023. "Is There a Case for Industrial Policy? A Critical Survey," World Scientific Book Chapters, in: Kamal Saggi (ed.), Technology Transfer, Foreign Direct Investment, and the Protection of Intellectual Property in the Global Economy, chapter 26, pages 585-615, World Scientific Publishing Co. Pte. Ltd..
    18. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    19. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    20. Pier P. Saviotti, 1996. "Technological Evolution, Variety and the Economy," Books, Edward Elgar Publishing, number 727.
    21. Jan Ditzen & Yiannis Karavias & Joakim Westerlund, 2025. "Multiple Structural Breaks in Interactive Effects Panel Data Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 40(1), pages 74-88, January.
    22. Cassi, Lorenzo & Lahatte, Agénor & Rafols, Ismael & Sautier, Pierre & de Turckheim, Élisabeth, 2017. "Improving fitness: Mapping research priorities against societal needs on obesity," Journal of Informetrics, Elsevier, vol. 11(4), pages 1095-1113.
    23. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    24. Pier Paolo Saviotti & Andreas Pyka, 2013. "The co-evolution of innovation, demand and growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(5), pages 461-482, July.
    25. Andreoni, Antonio & Tregenna, Fiona, 2020. "Escaping the middle-income technology trap: A comparative analysis of industrial policies in China, Brazil and South Africa," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 324-340.
    26. repec:plo:pone00:0113470 is not listed on IDEAS
    27. Paul Nightingale, 2014. "What is technology? Six definitions and two pathologies," SPRU Working Paper Series 2014-19, SPRU - Science Policy Research Unit, University of Sussex Business School.
    28. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    29. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    30. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    31. Cockburn Iain M. & Stern Scott, 2010. "Finding the Endless Frontier: Lessons from the Life Sciences Innovation System for Technology Policy," Capitalism and Society, De Gruyter, vol. 5(1), pages 1-50, July.
    32. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    33. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    34. C'esar A. Hidalgo, 2022. "The Policy Implications of Economic Complexity," Papers 2205.02164, arXiv.org, revised Aug 2023.
    35. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    36. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    37. Victor Stolzenburg & Daria Taglioni & Deborah Winkler, 2019. "Economic upgrading through global value chain participation: which policies increase the value-added gains?," Chapters, in: Stefano Ponte & Gary Gereffi & Gale Raj-Reichert (ed.), Handbook on Global Value Chains, chapter 30, pages 483-505, Edward Elgar Publishing.
    38. Karl Aiginger & Dani Rodrik, 2020. "Rebirth of Industrial Policy and an Agenda for the Twenty-First Century," Journal of Industry, Competition and Trade, Springer, vol. 20(2), pages 189-207, June.
    39. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    40. Dani Rodrik, 2008. "Goodbye Washington Consensus, Hello Washington Confusion? A Review of the World Bank’s Economic Growth in the 1990s: Learning from a Decade of Reform," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 55(2), pages 135-156.
    41. Gary Gereffi & Joonkoo Lee, 2016. "Economic and Social Upgrading in Global Value Chains and Industrial Clusters: Why Governance Matters," Journal of Business Ethics, Springer, vol. 133(1), pages 25-38, January.
    42. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    43. Bent Dalum & Keld Laursen & Gert Villumsen, 1998. "Structural Change in OECD Export Specialisation Patterns: de-specialisation and 'stickiness'," International Review of Applied Economics, Taylor & Francis Journals, vol. 12(3), pages 423-443.
    44. Rainer Kattel & Mariana Mazzucato, 2018. "Mission-oriented innovation policy and dynamic capabilities in the public sector," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 787-801.
    45. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    46. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    47. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 709-751, August.
    48. Felipe, Jesus & Kumar, Utsav & Abdon, Arnelyn & Bacate, Marife, 2012. "Product complexity and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 36-68.
    49. Pier Saviotti & Andreas Pyka, 2004. "Economic development by the creation of new sectors," Journal of Evolutionary Economics, Springer, vol. 14(1), pages 1-35, January.
    50. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    51. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    52. Pier Saviotti & Koen Frenken, 2008. "Export variety and the economic performance of countries," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 201-218, April.
    53. Richard P. Nelson & Giovanni Dosi & Constance Helfat & Andreas Pyka & Pier-Paolo Saviotti & Keun Lee & Kurt Dopfer & Franco Malerba & Sidney Winter, 2018. "Modern evolutionary economics: an overview," Post-Print hal-02097506, HAL.
    54. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    55. Przemyslaw Kowalski & Javier Lopez Gonzalez & Alexandros Ragoussis & Cristian Ugarte, 2015. "Participation of Developing Countries in Global Value Chains: Implications for Trade and Trade-Related Policies," OECD Trade Policy Papers 179, OECD Publishing.
    56. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    57. Keld Laursen, 2015. "Revealed comparative advantage and the alternatives as measures of international specialization," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 99-115, June.
    58. repec:nas:journl:v:115:y:2018:p:12646-12653 is not listed on IDEAS
    59. Nomaler, Önder & Verspagen, Bart, 2024. "Related or unrelated diversification: What is smart specialization?," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 503-515.
    60. Marcel P Timmer & Sébastien Miroudot & Gaaitzen J de Vries, 2019. "Functional specialisation in trade," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 1-30.
    61. Narin, Francis & Hamilton, Kimberly S. & Olivastro, Dominic, 1997. "The increasing linkage between U.S. technology and public science," Research Policy, Elsevier, vol. 26(3), pages 317-330, October.
    62. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    63. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LLC, vol. 7(3), pages 281-312, September.
    64. Robert C. Johnson & Guillermo Noguera, 2012. "Proximity and Production Fragmentation," American Economic Review, American Economic Association, vol. 102(3), pages 407-411, May.
    65. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    66. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    67. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990.
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