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Self-employment by gender in the EU: convergence and clusters

Author

Listed:
  • João Ricardo Faria

    (Department of Economics, Florida Atlantic University, USA)

  • Juan Carlos Cuestas

    (Department of Economics and Finance, Tallinn University of Technology and Research Unit, Eesti Pank, Estonia; IEI and Department of Economics, Universitat Jaume I, Castellón, Spain)

  • Luis Gil-Alana

    (Department of Economics, University of Navarra, Pamplona, Spain)

  • Estefania Mourelle

    (Department of Economics, University of A Coruna, Spain)

Abstract

This paper studies the convergence of self-employment by gender in the European Union, through tests for the order of integration and cluster analysis, in order to investigate the occurrence of two types of convergence: between genders and among European countries. The paper makes two contributions to the literature: 1) theoretically, it provides useful insights into the macroeconomic determinants of self-employment; 2) methodologically, it uses unit roots, fractional integration and cluster analysis to assess convergence. The empirical results point at mixed evidence of convergence, but with clear differences between the core and the periphery of Europe.

Suggested Citation

  • João Ricardo Faria & Juan Carlos Cuestas & Luis Gil-Alana & Estefania Mourelle, 2020. "Self-employment by gender in the EU: convergence and clusters," Working Papers 2020/22, Economics Department, Universitat Jaume I, Castellón (Spain).
    • Handle: RePEc:jau:wpaper:2020/22
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    1. Douglas Holtz-Eakin & David Joulfaian & Harvey S. Rosen, 1993. "The Carnegie Conjecture: Some Empirical Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(2), pages 413-435.
    2. Henrekson, Magnus & Sanandaji, Tino, 2013. "Small Business Activity Does not Measure Entrepreneurship," Working Paper Series 959, Research Institute of Industrial Economics, revised 26 Jan 2014.
    3. Sarah Brown & Lisa Farrell & Mark N. Harris & John G. Sessions, 2006. "Risk preference and employment contract type," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 849-863, October.
    4. Pernilla Andersson & Eskil Wadensjö, 2007. "Do the unemployed become successful entrepreneurs?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 28(7), pages 604-626, October.
    5. Goetz, Stephan J. & Fleming, David A. & Rupasingha, Anil, 2012. "The Economic Impacts of Self-Employment," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 44(3), pages 315-321, August.
    6. Michael Fritsch & Alexander S. Kritikos & Alina Sorgner, 2015. "Why did self-employment increase so strongly in Germany?," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 27(5-6), pages 307-333, June.
    7. Granger, Clive W. J. & Hyung, Namwon, 2004. "Occasional structural breaks and long memory with an application to the S&P 500 absolute stock returns," Journal of Empirical Finance, Elsevier, vol. 11(3), pages 399-421, June.
    8. Thurik, A.R., 2008. "Entrepreneurship, Economic Growth and Policy in Emerging Economies," ERIM Report Series Research in Management ERS-2008-060-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    9. Prachowny, Martin F J, 1993. "Okun's Law: Theoretical Foundations and Revised Estimates," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 331-336, May.
    10. David Joulfaian & Mark O. Wilhelm, 1994. "Inheritance and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 29(4), pages 1205-1234.
    11. João Ricardo Faria & Peter Mcadam, 2013. "Anticipation of Future Consumption: A Monetary Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2‐3), pages 423-447, March.
    12. Hannu Niittykangas & Hannu Tervo, 2005. "Spatial variations in intergenerational transmission of self-employment," Regional Studies, Taylor & Francis Journals, vol. 39(3), pages 319-332.
    13. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    14. Diebold, Francis X. & Inoue, Atsushi, 2001. "Long memory and regime switching," Journal of Econometrics, Elsevier, vol. 105(1), pages 131-159, November.
    15. Roy Thurik, 2014. "Entrepreneurship and the business cycle," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-90, October.
    16. Parker,Simon C., 2018. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9781316621714, September.
    17. Joern H. Block & Massimo G. Colombo & Douglas J. Cumming & Silvio Vismara, 2018. "New players in entrepreneurial finance and why they are there," Small Business Economics, Springer, vol. 50(2), pages 239-250, February.
    18. Faria, João Ricardo & Wu, Zhongmin, 2012. "From unemployed to entrepreneur: The role of the absolute bequest motive," Economics Letters, Elsevier, vol. 114(1), pages 120-123.
    19. Dunn, Thomas & Holtz-Eakin, Douglas, 2000. "Financial Capital, Human Capital, and the Transition to Self-Employment: Evidence from Intergenerational Links," Journal of Labor Economics, University of Chicago Press, vol. 18(2), pages 282-305, April.
    20. Ohanissian, Arek & Russell, Jeffrey R. & Tsay, Ruey S., 2008. "True or Spurious Long Memory? A New Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 161-175, April.
    21. Monfort, Mercedes & Cuestas, Juan Carlos & Ordóñez, Javier, 2013. "Real convergence in Europe: A cluster analysis," Economic Modelling, Elsevier, vol. 33(C), pages 689-694.
    22. Lee, Dongin & Schmidt, Peter, 1996. "On the power of the KPSS test of stationarity against fractionally-integrated alternatives," Journal of Econometrics, Elsevier, vol. 73(1), pages 285-302, July.
    23. Zoltan Acs, 2008. "How is Entrepreneurship Good for Economic Growth?," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 21, pages 291-301, Edward Elgar Publishing.
    24. Marco Caliendo & Jens Hogenacker & Steffen Künn & Frank Wießner, 2015. "Subsidized start-ups out of unemployment: a comparison to regular business start-ups," Small Business Economics, Springer, vol. 45(1), pages 165-190, June.
    25. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1.
    26. Rajeev Goel & Devrim Göktepe-Hultén, 2013. "Nascent entrepreneurship and inventive activity: a somewhat new perspective," The Journal of Technology Transfer, Springer, vol. 38(4), pages 471-485, August.
    27. Minniti, Maria & Lévesque, Moren, 2010. "Entrepreneurial types and economic growth," Journal of Business Venturing, Elsevier, vol. 25(3), pages 305-314, May.
    28. repec:mcb:jmoncb:v:45:y:2013:i::p:423-447 is not listed on IDEAS
    29. Ingrid Verheul & André Van Stel & Roy Thurik, 2006. "Explaining female and male entrepreneurship at the country level," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 18(2), pages 151-183, March.
    30. 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.
    31. Goel, Rajeev K & Ram, Rati, 1994. "Research and Development Expenditures and Economic Growth: A Cross-Country Study," Economic Development and Cultural Change, University of Chicago Press, vol. 42(2), pages 403-411, January.
    32. João J. Ferreira & Cristina I. Fernandes, 2015. "Entrepreneurship and Location: The Cultural Differences Between Two Countries," Springer Books, in: Marta Peris-Ortiz & José M. Merigó-Lindahl (ed.), Entrepreneurship, Regional Development and Culture, edition 127, chapter 0, pages 23-34, Springer.
    33. Hassler, Uwe & Wolters, Jurgen, 1994. "On the power of unit root tests against fractional alternatives," Economics Letters, Elsevier, vol. 45(1), pages 1-5, May.
    34. Yvonne Schindele, 2010. "How Long Does it Take to Become an Entrepreneurial Society - The Case of German Convergence in Self-Employment," Jena Economics Research Papers 2010-015, Friedrich-Schiller-University Jena.
    35. Christopher John Boudreaux, 2017. "Institutional quality and innovation: some cross-country evidence," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 6(1), pages 26-40, April.
    36. Henrekson, Magnus & Sanandaji, Tino, 2019. "Measuring Entrepreneurship: Do Established Metrics Capture High-Impact Schumpeterian Entrepreneurship?," Working Paper Series 1270, Research Institute of Industrial Economics.
    37. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    38. Diebold, Francis X. & Rudebusch, Glenn D., 1991. "On the power of Dickey-Fuller tests against fractional alternatives," Economics Letters, Elsevier, vol. 35(2), pages 155-160, February.
    39. Faria, João Ricardo & Cuestas, Juan Carlos & Gil-Alana, Luis A., 2009. "Unemployment and entrepreneurship: A cyclical relation?," Economics Letters, Elsevier, vol. 105(3), pages 318-320, December.
    40. Milton Friedman, 1957. "The Permanent Income Hypothesis," NBER Chapters, in: A Theory of the Consumption Function, pages 20-37, National Bureau of Economic Research, Inc.
    41. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    42. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    43. Chris Dawson & Andrew Henley & Paul Latreille, 2014. "Individual Motives for Choosing Self-employment in the UK: Does Region Matter?," Regional Studies, Taylor & Francis Journals, vol. 48(5), pages 804-822, May.
    44. Wennekers, Sander & Thurik, Roy, 1999. "Linking Entrepreneurship and Economic Growth," Small Business Economics, Springer, vol. 13(1), pages 27-55, August.
    45. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    46. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-535, June.
    47. Pernilla Andersson & Eskil Wadensjö, 2007. "Do the unemployed become successful entrepreneurs?," International Journal of Manpower, Emerald Group Publishing, vol. 28(7), pages 604-626, November.
    48. George Saridakis & Miguel A. Mendoza Gonzalez & Rebeca I. Muñoz Torres & Chris Hand, 2019. "Do Self‐employment Rates Converge? Evidence from European OECD Countries," Journal of Common Market Studies, Wiley Blackwell, vol. 57(3), pages 551-562, May.
    49. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
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    2. João Ricardo Faria & Mauricio Prado & João J. Ferreira, 2022. "Informality, Infrastructure Investments, and New Firms’ Creation: The Location Strategy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 321-331, March.

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    More about this item

    Keywords

    Self-employment; gender; European Union; convergence; cluster analysis;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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