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The Technological Potential of Innovation Ecosystems: An Inter-Dimensional Network Approach

Author

Listed:
  • Federico Moscatelli
  • Julio Raffo
  • Alessio Muscarnera
  • Shreyas Gadgin Matha
  • Christian Chacua
  • Matté Hartog
  • Eduardo Hernández-Rodríguez
  • Muhammed A. Yildirim

Abstract

In developing countries’ innovation activities, limited patenting suggests structural gaps that hinder technological progress. This paper investigates whether countries can leverage their scientific and productive capabilities to realize untapped technological potential. We analyze connections between trade, science, and technology across global innovation ecosystems and introduce an indicator to assess where countries are positioned to expand their technological capabilities. Our results show that the indicator predicts technological output growth, though growth slows when countries exceed their predicted potential, indicating diminishing returns. The indicator performs better in more complex ecosystems. These findings provide valuable insights for policymakers, offering a framework to address weaknesses in innovation ecosystems and foster balanced, sustainable technological development.

Suggested Citation

  • Federico Moscatelli & Julio Raffo & Alessio Muscarnera & Shreyas Gadgin Matha & Christian Chacua & Matté Hartog & Eduardo Hernández-Rodríguez & Muhammed A. Yildirim, 2026. "The Technological Potential of Innovation Ecosystems: An Inter-Dimensional Network Approach," WIPO Economic Research Working Papers 90, World Intellectual Property Organization - Economics and Statistics Division.
  • Handle: RePEc:wip:wpaper:90
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    References listed on IDEAS

    as
    1. Rosenberg, Nathan, 1974. "Science, Invention and Economic Growth," Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March.
    2. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    3. David L. Rigby & Christoph Roesler & Dieter Kogler & Ron Boschma & Pierre-Alexandre Balland, 2022. "Do EU regions benefit from Smart Specialisation principles?," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2058-2073, December.
    4. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    5. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    6. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    7. Riccardo Crescenzi & Simona Iammarino & Carolin Ioramashvili & Andres Rodriguez-Pose & Michael Storper, 2019. "The Geography of Innovation: Local Hotspots and Global Innovation Networks," WIPO Economic Research Working Papers 57, World Intellectual Property Organization - Economics and Statistics Division.
    8. Ernest Miguelez & Julio Raffo & Christian Chacua & Massimiliano Coda-Zabetta & Deyun Yin & Francesco Lissoni & Gianluca Tarasconi, 2019. "Tied In: The Global Network of Local Innovation," WIPO Economic Research Working Papers 58, World Intellectual Property Organization - Economics and Statistics Division.
    9. Ricardo Hausmann & Muhammed A. Yildirim & Christian Chacua & Matte Hartog & Shreyas Gadgin Matha, 2024. "Global Trends in Innovation Patterns: A Complexity Approach," WIPO Economic Research Working Papers 80, World Intellectual Property Organization - Economics and Statistics Division.
    10. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack:The Relatedness and Complexity of Priorities in Smart Specialization Strategies," Economic Geography, Taylor & Francis Journals, vol. 97(5), pages 497-520, October.
    11. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    12. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    13. Eduardo Hernández-Rodríguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2025. "The role of complementary interregional linkages for functional upgrading and downgrading of global value chains in EU regions," Industry and Innovation, Taylor & Francis Journals, vol. 32(9), pages 1002-1036, October.
    14. Viktor Stojkoski & Philipp Koch & C'esar A. Hidalgo, 2022. "Multidimensional Economic Complexity and Inclusive Green Growth," Papers 2209.08382, arXiv.org, revised Apr 2023.
    15. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    16. Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    17. Pietrobelli, Carlo & Rabellotti, Roberta, 2011. "Global Value Chains Meet Innovation Systems: Are There Learning Opportunities for Developing Countries?," World Development, Elsevier, vol. 39(7), pages 1261-1269, July.
    18. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    19. Dieter F Kogler & Emil Evenhuis & Elisa Giuliani & Ron Martin & Elvira Uyarra & Ron Boschma, 2023. "Re-imagining evolutionary economic geography," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 373-390.
    20. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    21. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    22. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    23. Federico Moscatelli & Christian Chacua & Shreyas Gadgin Matha & Matte Hartog & Eduardo Hernandez Rodriguez & Julio Raffo & Muhammed A. Yildirim, 2024. "Can we map innovation capabilities?," WIPO Economic Research Working Papers 81, World Intellectual Property Organization - Economics and Statistics Division.
    24. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    25. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    26. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    27. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    28. Pintar, Nico & Scherngell, Thomas, 2022. "The complex nature of regional knowledge production: Evidence on European regions," Research Policy, Elsevier, vol. 51(8).
    29. Julio Raffo & Stephane Lhuillery & Luis Miotti, 2008. "Northern and southern innovativity: a comparison across European and Latin American countries," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 219-239.
    30. 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.
    31. César Hidalgo & Pierre-Alexandre Balland & Ron Boschma & Mercedes Delgado & Maryann Feldma & Koen Frenken & Edward Glaeser & Canfei He & Dieter F. Kogler & Andrea Morrison & Frank Neffke & David Rigby, 2018. "The Principle of Relatedness," Papers in Evolutionary Economic Geography (PEEG) 1830, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2018.
    32. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    33. Mathieu P A Steijn & Pierre-Alexandre Balland & Ron Boschma & David L Rigby, 2023. "Technological diversification of U.S. cities during the great historical crises," Journal of Economic Geography, Oxford University Press, vol. 23(6), pages 1303-1344.
    34. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    35. Giuri, Paola & Mariani, Myriam, 2007. "Inventors and invention processes in Europe: Results from the PatVal-EU survey," Research Policy, Elsevier, vol. 36(8), pages 1105-1106, October.
    36. Christian Chacua & Shreyas Gadgin Matha & Matte Hartog & Ricardo Hausmann & Muhammed A. Yildirim, 2024. "Global Trends in Innovation Patterns: A Complexity Approach," Growth Lab Working Papers 235, Harvard's Growth Lab.
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    Keywords

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    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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