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The returns to education for opportunity entrepreneurs, necessity entrepreneurs, and paid employees

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  • Fossen, Frank
  • Büttner, Tobias

Abstract

We assess the relevance of formal education on the productivity of the self-employed and distinguish between opportunity entrepreneurs, who voluntarily pursue a business opportunity, and necessity entrepreneurs, who lack alternative employment options. We expect differences in the returns to education between these groups due to different levels of control over the use of their human capital. The analysis employs the German Socio-economic Panel and accounts for the endogeneity of education and non-random selection. The results indicate that the returns to a year of education for opportunity entrepreneurs are 3.5 percentage points higher than the paid employees' rate of 8.1%, but 6.5 percentage points lower for necessity entrepreneurs. Pooling the two types of entrepreneurs understates the value of education for opportunity entrepreneurs and sparks misguided hopes concerning necessity entrepreneurs. The results explain Europe/US differences in average entrepreneurial returns and cast doubt on the use of the self-employed to test signalling theory.

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  • Fossen, Frank & Büttner, Tobias, 2013. "The returns to education for opportunity entrepreneurs, necessity entrepreneurs, and paid employees," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79691, Verein für Socialpolitik / German Economic Association.
  • Handle: RePEc:zbw:vfsc13:79691
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    1. Mirjam Praag & André Stel, 2013. "The more business owners, the merrier? The role of tertiary education," Small Business Economics, Springer, vol. 41(2), pages 335-357, August.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. Wagner, Joachim, 2005. "Nascent and Infant Entrepreneurs in Germany: Evidence from the Regional Entrepreneurship Monitor (REM)," IZA Discussion Papers 1522, Institute of Labor Economics (IZA).
    4. Robert W. Fairlie & Alicia Robb, 2007. "Families, Human Capital, and Small Business: Evidence from the Characteristics of Business Owners Survey," ILR Review, Cornell University, ILR School, vol. 60(2), pages 225-245, January.
    5. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    6. Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
    7. Uschi Backes-Gellner & Arndt Werner, 2007. "Entrepreneurial Signaling via Education: A Success Factor in Innovative Start-Ups," Small Business Economics, Springer, vol. 29(1), pages 173-190, June.
    8. Joern H. Block & Marcus Wagner, 2010. "Necessity and Opportunity Entrepreneurs in Germany: Characteristics and Earning s Differentials," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 62(2), pages 154-174, April.
    9. Mirjam Praag & Arjen van Witteloostuijn & Justin van der Sluis, 2013. "The higher returns to formal education for entrepreneurs versus employees," Small Business Economics, Springer, vol. 40(2), pages 375-396, February.
    10. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    11. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    12. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2014. "Personality characteristics and the decisions to become and stay self-employed," Small Business Economics, Springer, vol. 42(4), pages 787-814, April.
    13. Erik Hurst & Geng Li & Benjamin Pugsley, 2014. "Are Household Surveys Like Tax Forms? Evidence from Income Underreporting of the Self-Employed," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 19-33, March.
    14. Caliendo, Marco & Künn, Steffen, 2011. "Start-up subsidies for the unemployed: Long-term evidence and effect heterogeneity," Journal of Public Economics, Elsevier, vol. 95(3), pages 311-331.
    15. Henderson, Daniel J. & Polachek, Solomon W. & Wang, Le, 2011. "Heterogeneity in schooling rates of return," Economics of Education Review, Elsevier, vol. 30(6), pages 1202-1214.
    16. repec:bla:econom:v:68:y:2001:i:272:p:539-65 is not listed on IDEAS
    17. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    18. Joachim Wagner, 2005. "Der Noth gehorchend, nicht dem eignen Trieb Nascent Necessity and Opportunity Entrepreneurs in Germany Evidence from the Regional Entrepreneurship Monitor (REM)," Working Paper Series in Economics 10, University of Lüneburg, Institute of Economics.
    19. Brown, Sarah & Sessions, John G., 1999. "Education and employment status: a test of the strong screening hypothesis in Italy," Economics of Education Review, Elsevier, vol. 18(4), pages 397-404, October.
    20. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    21. Wolpin, Kenneth I, 1977. "Education and Screening," American Economic Review, American Economic Association, vol. 67(5), pages 949-958, December.
    22. Edward P. Lazear, 2009. "Firm-Specific Human Capital: A Skill-Weights Approach," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 914-940, October.
    23. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    24. Matthias Benz & Bruno S. Frey, 2008. "Being Independent is a Great Thing: Subjective Evaluations of Self‐Employment and Hierarchy," Economica, London School of Economics and Political Science, vol. 75(298), pages 362-383, May.
    25. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    26. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    27. Caliendo, Marco & Fossen, Frank & Kritikos, Alexander, 2010. "The impact of risk attitudes on entrepreneurial survival," Journal of Economic Behavior & Organization, Elsevier, vol. 76(1), pages 45-63, October.
    28. Doms, Mark & Lewis, Ethan & Robb, Alicia, 2010. "Local labor force education, new business characteristics, and firm performance," Journal of Urban Economics, Elsevier, vol. 67(1), pages 61-77, January.
    29. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    30. Cramer, J. S. & Hartog, J. & Jonker, N. & Van Praag, C. M., 2002. "Low risk aversion encourages the choice for entrepreneurship: an empirical test of a truism," Journal of Economic Behavior & Organization, Elsevier, vol. 48(1), pages 29-36, May.
    31. Dickson, Matt & Harmon, Colm, 2011. "Economic returns to education: What We Know, What We Don’t Know, and Where We Are Going—Some brief pointers," Economics of Education Review, Elsevier, vol. 30(6), pages 1118-1122.
    32. Taylor, Mark P, 1996. "Earnings, Independence or Unemployment: Why Become Self-Employed?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(2), pages 253-266, May.
    33. C. Praag & Peter Versloot, 2007. "What is the value of entrepreneurship? A review of recent research," Small Business Economics, Springer, vol. 29(4), pages 351-382, December.
    34. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    35. Heineck, Guido & Anger, Silke, 2010. "The returns to cognitive abilities and personality traits in Germany," Labour Economics, Elsevier, vol. 17(3), pages 535-546, June.
    36. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2009. "Risk attitudes of nascent entrepreneurs–new evidence from an experimentally validated survey," Small Business Economics, Springer, vol. 32(2), pages 153-167, February.
    37. Riley, John G, 1979. "Testing the Educational Screening Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 227-252, October.
    38. Douhan, Robin & van Praag, Mirjam, 2009. "Entrepreneurship, Wage Employment and Control in an Occupational Choice Framework," Working Paper Series 805, Research Institute of Industrial Economics.
    39. Joachim Wagner, 2005. "Nascent Necessity and Opportunity Entrepreneurs in Germany. Evidence from the Regional Entrepreneurship Monitor (REM)," Labor and Demography 0506004, University Library of Munich, Germany.
    40. Hoogerheide, Lennart & Block, Joern H. & Thurik, Roy, 2012. "Family background variables as instruments for education in income regressions: A Bayesian analysis," Economics of Education Review, Elsevier, vol. 31(5), pages 515-523.
    41. Thomas Hinz & Monika Jungbauer-Gans, 1999. "Starting a business after unemployment: characteristics and chances of success (empirical evidence from a regional German labour market)," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 11(4), pages 317-333, October.
    42. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    43. van Praag, Mirjam C. & van Witteloostuijn, Arjen & van der Sluis, Justin, 2009. "Returns for Entrepreneurs vs. Employees: The Effect of Education and Personal Control on the Relative Performance of Entrepreneurs vs. Wage Employees," IZA Discussion Papers 4628, Institute of Labor Economics (IZA).
    44. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    45. John Heywood & Xiangdong Wei, 2004. "Education and Signaling: Evidence from a Highly Competitive Labor Market," Education Economics, Taylor & Francis Journals, vol. 12(1), pages 1-16.
    46. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    47. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    48. Joern H. Block & Lennart Hoogerheide & Roy Thurik, 2010. "Are Education and Entrepreneurial Income Endogenous and do Family Background Variables make Sense as Instruments? A Bayesian Analysis," Tinbergen Institute Discussion Papers 10-024/4, Tinbergen Institute.
    49. David Orr, 1999. "Book," Journal of Industrial Ecology, Yale University, vol. 3(4), pages 155-156, October.
    50. Barton H. Hamilton, 2000. "Does Entrepreneurship Pay? An Empirical Analysis of the Returns to Self-Employment," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 604-631, June.
    51. Arnaud Chevalier & Colm Harmon & Ian Walker & Yu Zhu, 2004. "Does Education Raise Productivity, or Just Reflect it?," Economic Journal, Royal Economic Society, vol. 114(499), pages 499-517, November.
    52. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    53. HansK. Hvide, 2009. "The Quality of Entrepreneurs," Economic Journal, Royal Economic Society, vol. 119(539), pages 1010-1035, July.
    54. Justin van der Sluis & Mirjam van Praag & Wim Vijverberg, 2003. "Entrepreneurship Selection and Performance," Tinbergen Institute Discussion Papers 03-046/3, Tinbergen Institute, revised 24 Sep 2004.
    55. Block Joern H. & Hoogerheide Lennart & Thurik Roy, 2012. "Are Education and Entrepreneurial Income Endogenous? A Bayesian Analysis," Entrepreneurship Research Journal, De Gruyter, vol. 2(3), pages 1-29, July.
    56. Neal, Derek, 1995. "Industry-Specific Human Capital: Evidence from Displaced Workers," Journal of Labor Economics, University of Chicago Press, vol. 13(4), pages 653-677, October.
    57. Parker, Simon C. & van Praag, C. Mirjam, 2006. "Schooling, Capital Constraints, and Entrepreneurial Performance: The Endogenous Triangle," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 416-431, October.
    58. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    59. Scott Shane, 2006. "Introduction to the Focused Issue on Entrepreneurship," Management Science, INFORMS, vol. 52(2), pages 155-159, February.
    60. Joachim Wagner, 2005. "Nascent and Infant Entrepreneurs in Germany. Evidence from the Regional Entrepreneurship Monitor (REM)," Working Paper Series in Economics 1, University of Lüneburg, Institute of Economics.
    61. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    62. Simon C. Parker & Yacine Belghitar & Tim Barmby, 2005. "Wage Uncertainty and the Labour Supply of Self-Employed Workers," Economic Journal, Royal Economic Society, vol. 115(502), pages 190-207, March.
    63. John G. Riley, 2001. "Silver Signals: Twenty-Five Years of Screening and Signaling," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 432-478, June.
    64. Justin Van Der Sluis & Mirjam Van Praag & Wim Vijverberg, 2008. "Education And Entrepreneurship Selection And Performance: A Review Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 22(5), pages 795-841, December.
    65. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, October.
    66. Levin, Jesse & Plug, Erik J. S., 1999. "Instrumenting education and the returns to schooling in the Netherlands," Labour Economics, Elsevier, vol. 6(4), pages 521-534, November.
    67. Silvia Ardagna & Annamaria Lusardi, 2009. "Where does regulation hurt? Evidence from new businesses across countries," NBER Working Papers 14747, National Bureau of Economic Research, Inc.
    68. Iversen, Jens & Malchow-Møller, Nikolaj & Sørensen, Anders, 2010. "Returns to schooling in self-employment," Economics Letters, Elsevier, vol. 109(3), pages 179-182, December.
    69. WILLIAMS Donald R., 2002. "Returns to education and experience in self-employment: Evidence from Germany," IRISS Working Paper Series 2002-04, IRISS at CEPS/INSTEAD.
    70. 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.
    71. Mark P. Taylor, 2001. "Self–Employment and Windfall Gains in Britain: Evidence from Panel Data," Economica, London School of Economics and Political Science, vol. 68(272), pages 539-565, November.
    72. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    73. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
    74. Cobb-Clark, Deborah & Schurer, Stefanie, 2011. "Two economists’ musings on the stability of locus of control," Working Paper Series 1619, Victoria University of Wellington, School of Economics and Finance.
    75. Catherine Y. Co & Ira N. Gang & Myeong‐Su Yun, 2005. "Self‐Employment and Wage Earning in Hungary," Review of Development Economics, Wiley Blackwell, vol. 9(2), pages 150-165, May.
    76. Balestra, Pietro & Varadharajan-Krishnakumar, Jayalakshmi, 1987. "Full Information Estimations of a System of Simultaneous Equations with Error Component Structure," Econometric Theory, Cambridge University Press, vol. 3(2), pages 223-246, April.
    77. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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