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Characterising innovation policy mixes in innovation systems

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  • Howoldt, David

Abstract

Along with the rising economic relevance, scope, and complexity of innovation policy, attention to the concept of the innovation policy mix has surged. Yet, knowledge about how innovation policy mixes relate to innovation systems is limited. Drawing on expert survey data on 4710 policies, this paper uses natural language processing to map innovation policy mixes and represent them as mixtures of 25 distinct topics whose proportions vary across countries. It identifies research, innovation in firms and supporting coordination in the innovation system as key focal areas in these mixes and analyses how these focal areas vary in relation to different performance aspects of innovation systems as well as structural and institutional country characteristics. The results indicate that policymakers design policy instruments supporting innovation in firms to mitigate comparative weaknesses of the innovation system, while they design policy instruments supporting research to complement comparative strengths of the innovation system. The results also indicate that the design of policy instruments strengthening coordination in the innovation system is partly shaped by factors unrelated to innovation. These findings illustrate the utility of a novel dataset and natural language processing methods for innovation policy studies and advance the debate about the determinants of innovation policy design.

Suggested Citation

  • Howoldt, David, 2024. "Characterising innovation policy mixes in innovation systems," Research Policy, Elsevier, vol. 53(2).
    • Handle: RePEc:eee:respol:v:53:y:2024:i:2:s0048733323001865
    DOI: 10.1016/j.respol.2023.104902
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    1. Kincsö Izsak & Paresa Markianidou & Slavo Radošević, 2015. "Convergence of National Innovation Policy Mixes in Europe – Has It Gone Too Far? An Analysis of Research and Innovation Policy Measures in the Period 2004–12," Journal of Common Market Studies, Wiley Blackwell, vol. 53(4), pages 786-802, July.
    2. Morlacchi, Piera & Martin, Ben R., 2009. "Emerging challenges for science, technology and innovation policy research: A reflexive overview," Research Policy, Elsevier, vol. 38(4), pages 571-582, May.
    3. Sandrine Kergroach & Dirk Meissner & Nicholas S. Vonortas, 2018. "Technology transfer and commercialisation by universities and PRIs: benchmarking OECD country policy approaches," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(5-6), pages 510-530, August.
    4. K. Matthias Weber & Bernhard Truffer, 2017. "Moving innovation systems research to the next level: towards an integrative agenda," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 101-121.
    5. Cristina Chaminade & Bengt-åke Lundvall & Jan Vang & K. J. Joseph, 2009. "Designing Innovation Policies for Development: Towards a Systemic Experimentation-based Approach," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 13, Edward Elgar Publishing.
    6. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    7. Magro, Edurne & Wilson, James R., 2013. "Complex innovation policy systems: Towards an evaluation mix," Research Policy, Elsevier, vol. 42(9), pages 1647-1656.
    8. Kern, Florian & Rogge, Karoline S. & Howlett, Michael, 2019. "Policy mixes for sustainability transitions: New approaches and insights through bridging innovation and policy studies," Research Policy, Elsevier, vol. 48(10).
    9. Jakob Edler & Jan Fagerberg, 2017. "Innovation policy: what, why, and how," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(1), pages 2-23.
    10. Charles Edquist & Jon Mikel Zabala-Iturriagagoitia & Javier Barbero & Jose Luis Zofío, 2018. "On the meaning of innovation performance: Is the synthetic indicator of the Innovation Union Scoreboard flawed?," Research Evaluation, Oxford University Press, vol. 27(3), pages 196-211.
    11. Archibugi, Daniele & Coco, Alberto, 2005. "Measuring technological capabilities at the country level: A survey and a menu for choice," Research Policy, Elsevier, vol. 34(2), pages 175-194, March.
    12. Liv Langfeldt & Helge Godø & Åse Gornitzka & Aris Kaloudis, 2012. "Integration modes in EU research: Centrifugality versus coordination of national research policies," Science and Public Policy, Oxford University Press, vol. 39(1), pages 88-98, February.
    13. Acciai, Claudia, 2021. "The politics of research and innovation: Understanding instrument choices in complex governance environments – the case of France and Italy," Research Policy, Elsevier, vol. 50(9).
    14. Sharif, Naubahar, 2006. "Emergence and development of the National Innovation Systems concept," Research Policy, Elsevier, vol. 35(5), pages 745-766, June.
    15. M. Feldman & M. Kenney & Francesco Lissoni, 2015. "The New Data Frontier: Special issue of Research Policy," Post-Print hal-02482632, HAL.
    16. Schot, Johan & Steinmueller, W. Edward, 2018. "Three frames for innovation policy: R&D, systems of innovation and transformative change," Research Policy, Elsevier, vol. 47(9), pages 1554-1567.
    17. Lanahan, Lauren & Feldman, Maryann P., 2015. "Multilevel innovation policy mix: A closer look at state policies that augment the federal SBIR program," Research Policy, Elsevier, vol. 44(7), pages 1387-1402.
    18. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    19. Jan Fagerberg & Maryann P. Feldman & Martin Srholec, 2014. "Technological dynamics and social capability: US states and European nations," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 313-337.
    20. Borrás, Susana & Edquist, Charles, 2013. "The choice of innovation policy instruments," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1513-1522.
    21. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    22. Borrás, Susana & Laatsit, Mart, 2019. "Towards system oriented innovation policy evaluation? Evidence from EU28 member states," Research Policy, Elsevier, vol. 48(1), pages 312-321.
    23. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    24. Laranja, Manuel & Uyarra, Elvira & Flanagan, Kieron, 2008. "Policies for science, technology and innovation: Translating rationales into regional policies in a multi-level setting," Research Policy, Elsevier, vol. 37(5), pages 823-835, June.
    25. Stefan Kuhlmann & Arie Rip, 2018. "Next-Generation Innovation Policy and Grand Challenges," Science and Public Policy, Oxford University Press, vol. 45(4), pages 448-454.
    26. Conley, Timothy G. & Dupor, Bill, 2013. "The American Recovery and Reinvestment Act: Solely a government jobs program?," Journal of Monetary Economics, Elsevier, vol. 60(5), pages 535-549.
    27. Rogge, Karoline S. & Reichardt, Kristin, 2016. "Policy mixes for sustainability transitions: An extended concept and framework for analysis," Research Policy, Elsevier, vol. 45(8), pages 1620-1635.
    28. Maryann Feldman, 2014. "The character of innovative places: entrepreneurial strategy, economic development, and prosperity," Small Business Economics, Springer, vol. 43(1), pages 9-20, June.
    29. Margaret E. Roberts & Brandon M. Stewart & Dustin Tingley & Christopher Lucas & Jetson Leder‐Luis & Shana Kushner Gadarian & Bethany Albertson & David G. Rand, 2014. "Structural Topic Models for Open‐Ended Survey Responses," American Journal of Political Science, John Wiley & Sons, vol. 58(4), pages 1064-1082, October.
    30. Mytelka, Lynn K. & Smith, Keith, 2002. "Policy learning and innovation theory: an interactive and co-evolving process," Research Policy, Elsevier, vol. 31(8-9), pages 1467-1479, December.
    31. Kieron Flanagan & Elvira Uyarra, 2016. "Four dangers in innovation policy studies -- and how to avoid them," Industry and Innovation, Taylor & Francis Journals, vol. 23(2), pages 177-188, February.
    32. Russo, Margherita & Pavone, Pasquale, 2021. "Evidence-based portfolios of innovation policy mixes: A cross-country analysis," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    33. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    34. 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.
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