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Are Education and Entrepreneurial Income Endogenous and Do Family Background Variables Make Sense as Instruments?: A Bayesian Analysis

  • Jörn H. Block
  • Lennart F. Hoogerheide
  • A. Roy Thurik

Education is a well-known driver of (entrepreneurial) income. The measurement of its influence, however, suffers from endogeneity suspicion. For instance, ability and occupational choice are mentioned as driving both the level of (entrepreneurial) income and of education. Using instrumental variables can provide a way out. However, three questions remain: whether endogeneity is really present, whether it matters and whether the selected instruments make sense. Using Bayesian methods, we find that the relationship between education and entrepreneurial income is indeed endogenous and that the impact of endogeneity on the estimated relationship between education and income is sizeable. We do so using family background variables and show that relaxing the strict validity assumption of these instruments does not lead to strongly different results. This is an important finding because family background variables are generally strongly correlated with education and are available in most datasets. Our approach is applicable beyond the field of returns to education for income. It applies wherever endogeneity suspicion arises and the three questions become relevant.

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File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.363452.de/diw_sp0329.pdf
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Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 329.

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Length: 27 p.
Date of creation: 2010
Date of revision:
Handle: RePEc:diw:diwsop:diw_sp329
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  1. Riley, John G, 1979. "Testing the Educational Screening Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages S227-52, October.
  2. 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 for the Study of Labor (IZA).
  3. Heckman, James J. & Urzúa, Sergio, 2010. "Comparing IV with structural models: What simple IV can and cannot identify," Journal of Econometrics, Elsevier, vol. 156(1), pages 27-37, May.
  4. Erik Hurst & Annamaria Lusardi, 2004. "Liquidity Constraints, Household Wealth, and Entrepreneurship," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 319-347, April.
  5. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1122, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
  6. Niels Bosma & Mirjam van Praag & Roy Thurik & Gerrit de Wit, 2002. "The Value of Human and Social Capital Investments for the Business Performance of Start-ups," Tinbergen Institute Discussion Papers 02-027/3, Tinbergen Institute.
  7. J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
  8. Erik Stam & Roy Thurik & Peter van der Zwan, 2008. "Entrepreneurial Exit in Real and Imagined Markets," Tinbergen Institute Discussion Papers 08-031/3, Tinbergen Institute, revised 07 Dec 2009.
  9. Blanchflower, David G., 2000. "Self-employment in OECD countries," Labour Economics, Elsevier, vol. 7(5), pages 471-505, September.
  10. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
  11. McKinley L. Blackburn & David Neumark, 1991. "Omitted-Ability Bias and the Increase in the Return to Schooling," NBER Working Papers 3693, National Bureau of Economic Research, Inc.
  12. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-40, August.
  13. Hoogerheide, Lennart & Kleibergen, Frank & van Dijk, Herman K., 2007. "Natural conjugate priors for the instrumental variables regression model applied to the Angrist-Krueger data," Journal of Econometrics, Elsevier, vol. 138(1), pages 63-103, May.
  14. HOOGERHEIDE, Lennart F. & KAASHOEK, Johan F. & van DIJK, Herman K., . "On the shape of posterior densities and credible sets in instrumental variable regression models with reduced rank: an application of flexible sampling methods using neural networks," CORE Discussion Papers RP 1922, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  15. Frank Kleibergen & Eric Zivot, 1998. "Bayesian and Classical Approaches to Instrumental Variables Regression," Econometrics 9812002, EconWPA.
  16. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
  17. Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
  18. Dinand Webbink, 2005. "Causal Effects in Education," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 535-560, 09.
  19. 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.
  20. Pfeiffer, Friedhelm & Reize, Frank, 2000. "Business start-ups by the unemployed -- an econometric analysis based on firm data," Labour Economics, Elsevier, vol. 7(5), pages 629-663, September.
  21. 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.
  22. 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.
  23. Psacharopoulos, George & Patrinos, Harry Anthony, 2002. "Returns to investment in education : a further update," Policy Research Working Paper Series 2881, The World Bank.
  24. David B. Audretsch, 2007. "Entrepreneurship capital and economic growth," Oxford Review of Economic Policy, Oxford University Press, vol. 23(1), pages 63-78, Spring.
  25. Bates, Timothy, 1995. "Self-employment entry across industry groups," Journal of Business Venturing, Elsevier, vol. 10(2), pages 143-156, March.
  26. Griliches, Zvi & Mason, William M, 1972. "Education, Income, and Ability," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S74-S103, Part II, .
  27. Altonji, Joseph G & Dunn, Thomas A, 1996. "The Effects of Family Characteristics on the Return to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 692-704, November.
  28. J. Wagner, 2003. "Testing Lazear's jack-of-all-trades view of entrepreneurship with German micro data," Applied Economics Letters, Taylor & Francis Journals, vol. 10(11), pages 687-689.
  29. 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.
  30. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-60, September.
  31. Deniz Ucbasaran & Paul Westhead & Mike Wright, 2008. "Opportunity Identification and Pursuit: Does an Entrepreneur’s Human Capital Matter?," Small Business Economics, Springer, vol. 30(2), pages 153-173, February.
  32. C. Mirjam van Praag, 2003. "Business Survival and Success of Young Small Business Owners," Tinbergen Institute Discussion Papers 03-050/3, Tinbergen Institute.
  33. Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
  34. repec:dgr:uvatin:2009111 is not listed on IDEAS
  35. Riley, John G, 2002. " Weak and Strong Signals," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(2), pages 213-36, June.
  36. Mirjam van Praag & Arjen van Witteloostuijn & Justin van der Sluis, 2009. "Returns for Entrepreneurs versus Employees: The Effect of Education and Personal Control on the Relative Performance of Entrepreneurs vis-a-vis Wage Employees," Tinbergen Institute Discussion Papers 09-111/3, Tinbergen Institute.
  37. repec:dgr:uvatin:2003050 is not listed on IDEAS
  38. Sandner, Philipp G. & Block, Jörn H. & Lutz, Andreas, 2008. "Determinanten des Erfolgs staatlich geförderter Existenzgründungen – eine empirische Untersuchung," Discussion Papers in Business Administration 2968, University of Munich, Munich School of Management.
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