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The Global Entrepreneurship Index (GEI): a critical review

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  • Ebrahim Bonyadi

    (University of Tehran)

  • Lida Sarreshtehdari

    (University of Tehran)

Abstract

The present paper aims to assess the existing shortfalls in the model used for the computation of the Global Entrepreneurship Index (GEI) especially for economies that have not participated in the Global Entrepreneurship Monitor (GEM) annual surveys. Due to the lack of participation of some countries in these annual surveys, the authors of the GEI try to estimate the individual factors of the GEM non-members by employing data from member countries called “nearby and similar countries.” Using some examples and several statistical robust methods, this paper demonstrated that the estimated individual factors of non-member countries, especially in underdeveloped countries, will lead to an unavoidable error. Likewise, it was showed that, due to the unpredictable nature of individual factors, the use of the previous data is not justifiable. Additionally, this study showed that the use of the arithmetic mean (AM) will overestimate the individual factors for non-member countries, while the geometric mean (GM) has the capability of accurate estimation. Finally, using statistical procedures such as cluster analysis, non-parametric methods, and model selection methods, it was shown that the GEI values are divided into two different clusters. It seems that the main reason for this distinction was a dissimilarity between the GEI amount in the GEM members and non-members, which may be due to employing incorrect estimators and the underlying methods of the GEI.

Suggested Citation

  • Ebrahim Bonyadi & Lida Sarreshtehdari, 2021. "The Global Entrepreneurship Index (GEI): a critical review," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 11(1), pages 469-488, December.
    • Handle: RePEc:spr:jglont:v:11:y:2021:i:1:d:10.1007_s40497-021-00302-0
    DOI: 10.1007/s40497-021-00302-0
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    References listed on IDEAS

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    1. Omid Kharazmi & Ali Saadatinik & Shahla Jahangard, 2019. "Odd Hyperbolic Cosine Exponential-Exponential (OHC-EE) Distribution," Annals of Data Science, Springer, vol. 6(4), pages 765-785, December.
    2. Acs, Zoltan J. & Szerb, László, 2009. "The Global Entrepreneurship Index (GEINDEX)," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 5(5), pages 341-435, August.
    3. Henrekson, Magnus & Sanandaji, Tino, 2019. "Measuring Entrepreneurship: Do Established Metrics Capture High-Impact Schumpeterian Entrepreneurship?," Working Paper Series 1270, Research Institute of Industrial Economics.
    4. Nezameddin Faghih & Ebrahim Bonyadi & Lida Sarreshtehdari, 2021. "On the utility of the stochastic processes in modeling the nexus between entrepreneurship and innovation: a nonparametric application of Bayesian inference," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 11(1), pages 97-111, December.
    5. Jon Hartwick & Henri Barki, 1994. "Explaining the Role of User Participation in Information System Use," Management Science, INFORMS, vol. 40(4), pages 440-465, April.
    6. Zoltán J. Ács & László Szerb & Esteban Lafuente & Ainsley Lloyd, 2018. "The Global Entrepreneurship and Development Index," SpringerBriefs in Economics, in: Global Entrepreneurship and Development Index 2018, chapter 0, pages 21-37, Springer.
    7. Ondrej Dvoulety, 2017. "Determinants of Nordic Entrepreneurship: A Reverse Engineered Pitch," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 16(3), pages 420-426, September.
    8. Zoltán J. Ács & László Szerb, 2011. "Global Entrepreneurship and Development Index 2012," Books, Edward Elgar Publishing, number 14235.
    9. Christina Whidya Utami, 2017. "Attitude, Subjective Norms, Perceived Behavior, Entrepreneurship Education and Self-efficacy toward Entrepreneurial Intention University Student in Indonesia," European Research Studies Journal, European Research Studies Journal, vol. 0(2A), pages 475-495.
    10. Zoltan J. Acs, 2011. "The Global Entrepreneurship And Development Index: A Us Perspective," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(01), pages 43-66.
    11. Maes, Joachim & Egoh, Benis & Willemen, Louise & Liquete, Camino & Vihervaara, Petteri & Schägner, Jan Philipp & Grizzetti, Bruna & Drakou, Evangelia G. & Notte, Alessandra La & Zulian, Grazia & Boura, 2012. "Mapping ecosystem services for policy support and decision making in the European Union," Ecosystem Services, Elsevier, vol. 1(1), pages 31-39.
    12. Zoltán J. Ács & László Szerb & Erkko Autio, 2013. "Global Entrepreneurship and Development Index 2013," Books, Edward Elgar Publishing, number 14236.
    13. Pekka Stenholm & Zoltán J. Ács & Robert Wuebker, 2015. "Exploring country-level institutional arrangements on the rate and type of entrepreneurial activity," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 20, pages 387-404, Edward Elgar Publishing.
    14. Ondřej Dvouletý & Alisa Gordievskaya & David Anthony Procházka, 2018. "Investigating the relationship between entrepreneurship and regional development: case of developing countries," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 8(1), pages 1-9, December.
    15. Nishat Tasnim & Munshi Naser Ibne Afzal, 2018. "An empirical investigation of country level efficiency and national systems of entrepreneurship using Data Envelopment Analysis (DEA) and the TOBIT model," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 8(1), pages 1-17, December.
    16. Zoltan J. Acs & László Szerb & Erkko Autio, 2015. "Global Entrepreneurship and Development Index 2014," SpringerBriefs in Economics, Springer, edition 127, number 978-3-319-14932-5, June.
    17. Delmar, Frederic & Shane, Scott, 2004. "Legitimating first: organizing activities and the survival of new ventures," Journal of Business Venturing, Elsevier, vol. 19(3), pages 385-410, May.
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