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A composite indicator analysis for optimizing entrepreneurial ecosystems

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  • Lafuente, Esteban
  • Ács, Zoltán J.
  • Szerb, László

Abstract

We employ the ‘benefit of the doubt’ approach rooted in non-parametric techniques to evaluate the entrepreneurial ecosystem of 71 countries for the period 2016. By scrutinizing the relative efficiency of countries’ entrepreneurial ecosystems, the proposed analysis of composite indicators allows the computation of endogenous (country-specific) weights that can be used for developing more informed policy making. The results show that countries prioritize different aspects of their national system of entrepreneurship which confirms that, contrary to homogeneous prescription, tailor-made policy is necessary if the objective is to optimize the resources deployed to enhance the countries’ entrepreneurial ecosystem. The findings of the empirical application reveal significant improvements in the quality of the entrepreneurial ecosystem can be realized by targeting the policy priorities of the local entrepreneurship system identified by the ‘benefit of the doubt’ weights. By analyzing the variation in economic and entrepreneurship outcomes over the seven-year period centered on the study year (period 2013–2019), we found a significant positive correlation between quality improvements in the entrepreneurial ecosystem and venture capital investments.

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  • Lafuente, Esteban & Ács, Zoltán J. & Szerb, László, 2022. "A composite indicator analysis for optimizing entrepreneurial ecosystems," Research Policy, Elsevier, vol. 51(9).
  • Handle: RePEc:eee:respol:v:51:y:2022:i:9:s004873332100175x
    DOI: 10.1016/j.respol.2021.104379
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    as
    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, December.
    2. Zoltán J. Acs & David B. Audretsch & Erik E. Lehmann & Georg Licht, 2016. "National systems of entrepreneurship," Small Business Economics, Springer, vol. 46(4), pages 527-535, April.
    3. Hideyuki Mizobuchi, 2014. "Measuring World Better Life Frontier: A Composite Indicator for OECD Better Life Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(3), pages 987-1007, September.
    4. Philippe Aghion, 2017. "Entrepreneurship and growth: lessons from an intellectual journey," PSE-Ecole d'économie de Paris (Postprint) halshs-01599618, HAL.
    5. Lovell, C. A. Knox & Pastor, Jesus T., 1999. "Radial DEA models without inputs or without outputs," European Journal of Operational Research, Elsevier, vol. 118(1), pages 46-51, October.
    6. Ben Spigel, 2017. "The Relational Organization of Entrepreneurial Ecosystems," Entrepreneurship Theory and Practice, , vol. 41(1), pages 49-72, January.
    7. Naudé, Wim, 2011. "Entrepreneurship is Not a Binding Constraint on Growth and Development in the Poorest Countries," World Development, Elsevier, vol. 39(1), pages 33-44, January.
    8. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    9. 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.
    10. Philippe Aghion, 2017. "Entrepreneurship and growth: lessons from an intellectual journey," Post-Print halshs-01599618, HAL.
    11. Prieger, James E. & Bampoky, Catherine & Blanco, Luisa R. & Liu, Aolong, 2016. "Economic Growth and the Optimal Level of Entrepreneurship," World Development, Elsevier, vol. 82(C), pages 95-109.
    12. Munari, Federico & Toschi, Laura, 2015. "Assessing the impact of public venture capital programmes in the United Kingdom: Do regional characteristics matter?," Journal of Business Venturing, Elsevier, vol. 30(2), pages 205-226.
    13. Mircea Epure & Esteban Lafuente, 2015. "Monitoring bank performance in the presence of risk," Journal of Productivity Analysis, Springer, vol. 44(3), pages 265-281, December.
    14. Esteban Lafuente & Zoltan J. Acs & Mark Sanders & László Szerb, 2020. "The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship," Small Business Economics, Springer, vol. 55(1), pages 153-178, June.
    15. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    16. Christos Pitelis, 2012. "Clusters, entrepreneurial ecosystem co-creation, and appropriability: a conceptual framework," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(6), pages 1359-1388, December.
    17. Zoltan J. Acs & Saul Estrin & Tomasz Mickiewicz & László Szerb, 2018. "Entrepreneurship, institutional economics, and economic growth: an ecosystem perspective," Small Business Economics, Springer, vol. 51(2), pages 501-514, August.
    18. Araya, Manuel, 2019. "Efficiency assessment of Costa Rica’s counties: A non-parametric analysis of the county competitiveness index," TEC Empresarial, School of Business, Costa Rica Institute of Technology (ITCR), vol. 13(3), pages 78-92.
    19. Ashish Sood & Gerard J. Tellis, 2009. "Do Innovations Really Pay Off? Total Stock Market Returns to Innovation," Marketing Science, INFORMS, vol. 28(3), pages 442-456, 05-06.
    20. Ross Brown & Colin Mason, 2017. "Looking inside the spiky bits: a critical review and conceptualisation of entrepreneurial ecosystems," Small Business Economics, Springer, vol. 49(1), pages 11-30, June.
    21. Mercedes Delgado & Michael E. Porter & Scott Stern, 2010. "Clusters and entrepreneurship," Journal of Economic Geography, Oxford University Press, vol. 10(4), pages 495-518, July.
    22. Basu, Sandip & Phelps, Corey & Kotha, Suresh, 2011. "Towards understanding who makes corporate venture capital investments and why," Journal of Business Venturing, Elsevier, vol. 26(2), pages 153-171, March.
    23. Abhishek Borah & Gerard J. Tellis, 2014. "Make, Buy, or Ally? Choice of and Payoff from Announcements of Alternate Strategies for Innovations," Marketing Science, INFORMS, vol. 33(1), pages 114-133, January.
    24. Michael Fritsch, 2001. "Co-operation in Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 35(4), pages 297-307.
    25. André Stel & Martin Carree & Roy Thurik, 2005. "The Effect of Entrepreneurial Activity on National Economic Growth," Small Business Economics, Springer, vol. 24(3), pages 311-321, February.
    26. 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.
    27. Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(2), pages 115-151, August.
    28. D K Despotis, 2005. "A reassessment of the human development index via data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 969-980, August.
    29. Radosevic, Slavo & Yoruk, Esin, 2013. "Entrepreneurial propensity of innovation systems: Theory, methodology and evidence," Research Policy, Elsevier, vol. 42(5), pages 1015-1038.
    30. Liu, W.B. & Zhang, D.Q. & Meng, W. & Li, X.X. & Xu, F., 2011. "A study of DEA models without explicit inputs," Omega, Elsevier, vol. 39(5), pages 472-480, October.
    31. 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.
    32. Johannesen, Niels & Larsen, Dan Thor, 2016. "The power of financial transparency: An event study of country-by-country reporting standards," Economics Letters, Elsevier, vol. 145(C), pages 120-122.
    33. Esteban Lafuente & Yancy Vaillant & Josep Rialp, 2007. "Regional Differences in the Influence of Role Models: Comparing the Entrepreneurial Process of Rural Catalonia," Regional Studies, Taylor & Francis Journals, vol. 41(6), pages 779-796.
    34. Wong, Poh-Kam & Ho, Yuen-Ping & Singh, Annette, 2007. "Towards an "Entrepreneurial University" Model to Support Knowledge-Based Economic Development: The Case of the National University of Singapore," World Development, Elsevier, vol. 35(6), pages 941-958, June.
    35. Cherchye, Laurens & Knox Lovell, C.A. & Moesen, Wim & Van Puyenbroeck, Tom, 2007. "One market, one number? A composite indicator assessment of EU internal market dynamics," European Economic Review, Elsevier, vol. 51(3), pages 749-779, April.
    36. Erik Stam & Andrew Ven, 2021. "Entrepreneurial ecosystem elements," Small Business Economics, Springer, vol. 56(2), pages 809-832, February.
    37. Huson, Mark R. & Malatesta, Paul H. & Parrino, Robert, 2004. "Managerial succession and firm performance," Journal of Financial Economics, Elsevier, vol. 74(2), pages 237-275, November.
    38. Sahoo, Biresh K. & Singh, Ramadhar & Mishra, Bineet & Sankaran, Krithiga, 2017. "Research productivity in management schools of India during 1968-2015: A directional benefit-of-doubt model analysis," Omega, Elsevier, vol. 66(PA), pages 118-139.
    39. 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.
    40. Garry D. Bruton & Vance H. Fried & Sophie Manigart, 2005. "Institutional Influences on the Worldwide Expansion of Venture Capital," Entrepreneurship Theory and Practice, , vol. 29(6), pages 737-760, November.
    41. Corey C. Phelps & Sandip Basu & Suresh Kotha, 2011. "Towards understanding who makes corporate venture capital investments and why," Post-Print hal-00575634, HAL.
    42. Philippe Aghion, 2017. "Entrepreneurship and growth: lessons from an intellectual journey," Small Business Economics, Springer, vol. 48(1), pages 9-24, January.
    43. Zoltan J. Acs & László Szerb & Ainsley Lloyd, 2017. "Global Entrepreneurship and Development Index 2017," SpringerBriefs in Economics, Springer, number 978-3-319-65903-9, September.
    44. Maria Minniti, 2008. "The Role of Government Policy on Entrepreneurial Activity: Productive, Unproductive, or Destructive?," Entrepreneurship Theory and Practice, , vol. 32(5), pages 779-790, September.
    45. Feldman, Maryann P, 2001. "The Entrepreneurial Event Revisited: Firm Formation in a Regional Context," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 861-891, December.
    46. Friedman, Milton & Schwartz, Anna J, 1991. "Alternative Approaches to Analyzing Economic Data," American Economic Review, American Economic Association, vol. 81(1), pages 39-49, March.
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