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The influence of bottlenecks on innovation systems performance: Put the slowest climber first

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  • Zofio, Jose Luis
  • Aparicio, Juan
  • Barbero, Javier
  • Zabala-Iturriagagoitia, Jon Mikel

Abstract

This paper contributes to the literature with a methodology that helps identify the functions that constrain the overall performance of an innovation system, hence providing clear guidelines to policymakers on the direction of their interventions. This methodology relies on the notion of penalty for bottleneck, which is defined as the weakest link or the binding constraint that holds back system performance. These penalty bottlenecks are applied to all the indicators that characterize innovation systems, and consider its input-output mix when assessing their performance through a Productivity Innovation Index. The data provided by the 2021 edition of the European Innovation Scoreboard are used to illustrate the utility of the method introduced in the paper.

Suggested Citation

  • Zofio, Jose Luis & Aparicio, Juan & Barbero, Javier & Zabala-Iturriagagoitia, Jon Mikel, 2023. "The influence of bottlenecks on innovation systems performance: Put the slowest climber first," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
  • Handle: RePEc:eee:tefoso:v:193:y:2023:i:c:s0040162523002925
    DOI: 10.1016/j.techfore.2023.122607
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    1. Paolo Paruolo & Michaela Saisana & Andrea Saltelli, 2013. "Ratings and rankings: voodoo or science?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(3), pages 609-634, June.
    2. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    3. Enrico Casadio Tarabusi & Paolo Palazzi, 2004. "An index for sustainable development," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 57(229), pages 185-206.
    4. Zabala-Iturriagagoitia, Jon Mikel & Aparicio, Juan & Ortiz, Lidia & Carayannis, Elias G. & Grigoroudis, Evangelos, 2021. "The productivity of national innovation systems in Europe: Catching up or falling behind?," Technovation, Elsevier, vol. 102(C).
    5. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2010. "Should you believe in the Shanghai ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 237-263, July.
    6. Grupp, Hariolf & Schubert, Torben, 2010. "Review and new evidence on composite innovation indicators for evaluating national performance," Research Policy, Elsevier, vol. 39(1), pages 67-78, February.
    7. Mariana Mazzucato, 2018. "Mission-oriented innovation policies: challenges and opportunities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 803-815.
    8. Charles Edquist, 2011. "Design of innovation policy through diagnostic analysis: identification of systemic problems (or failures)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1725-1753, December.
    9. Taylor, Mark Zachary, 2016. "The Politics of Innovation: Why Some Countries Are Better Than Others at Science and Technology," OUP Catalogue, Oxford University Press, number 9780190464134.
    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. Grupp, Hariolf & Mogee, Mary Ellen, 2004. "Indicators for national science and technology policy: how robust are composite indicators?," Research Policy, Elsevier, vol. 33(9), pages 1373-1384, November.
    12. Jacques Mairesse & Pierre Mohnen, 2009. "Innovation Surveys and Innovation Policy," Chapters, in: Dominique Foray (ed.), The New Economics of Technology Policy, chapter 17, Edward Elgar Publishing.
    13. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    14. Zoltán J. Ács & Erkko Autio & László Szerb, 2015. "National Systems of Entrepreneurship: Measurement issues and policy implications," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 28, pages 523-541, Edward Elgar Publishing.
    15. Souzanchi Kashani, Ebrahim & Roshani, Saeed, 2019. "Evolution of innovation system literature: Intellectual bases and emerging trends," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 68-80.
    16. James A. Cunningham & Albert N. Link, 2016. "Exploring the effectiveness of research and innovation policies among European Union countries," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 415-425, June.
    17. repec:dau:papers:123456789/2947 is not listed on IDEAS
    18. Harrison, Glenn W & Hirshleifer, Jack, 1989. "An Experimental Evaluation of Weakest Link/Best Shot Models of Public Goods," Journal of Political Economy, University of Chicago Press, vol. 97(1), pages 201-225, February.
    19. Richard R. Nelson & Paul M. Romer, 1996. "Science, Economic Growth, and Public Policy," Challenge, Taylor & Francis Journals, vol. 39(1), pages 9-21, January.
    20. Andreas Schibany & Gerhard Streicher, 2008. "The European Innovation Scoreboard: drowning by numbers?," Science and Public Policy, Oxford University Press, vol. 35(10), pages 717-732, December.
    21. L Cherchye & W Moesen & N Rogge & T Van Puyenbroeck & M Saisana & A Saltelli & R Liska & S Tarantola, 2008. "Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(2), pages 239-251, February.
    22. Freeman, Christopher & Soete, Luc, 2009. "Developing science, technology and innovation indicators: What we can learn from the past," Research Policy, Elsevier, vol. 38(4), pages 583-589, May.
    23. Barbero, Javier & Zabala-Iturriagagoitia, Jon Mikel & Zofío, José L., 2021. "Is more always better? On the relevance of decreasing returns to scale on innovation," Technovation, Elsevier, vol. 107(C).
    24. Bergek, Anna & Jacobsson, Staffan & Carlsson, Bo & Lindmark, Sven & Rickne, Annika, 2008. "Analyzing the functional dynamics of technological innovation systems: A scheme of analysis," Research Policy, Elsevier, vol. 37(3), pages 407-429, April.
    25. Jon Zabala-Iturriagagoitia & Peter Voigt & Antonio Gutierrez-Gracia & Fernando Jimenez-Saez, 2007. "Regional Innovation Systems: How to Assess Performance," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 661-672.
    26. Barbosa, Natália & Faria, Ana Paula, 2011. "Innovation across Europe: How important are institutional differences?," Research Policy, Elsevier, vol. 40(9), pages 1157-1169.
    27. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    28. Liu, Xielin & White, Steven, 2001. "Comparing innovation systems: a framework and application to China's transitional context," Research Policy, Elsevier, vol. 30(7), pages 1091-1114, August.
    29. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
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