IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.363452.de/diw_sp0329.pdf
Download Restriction: no

Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 329.

as
in new window

Length: 27 p.
Date of creation: 2010
Date of revision:
Handle: RePEc:diw:diwsop:diw_sp329
Contact details of provider: Postal:
Mohrenstraße 58, D-10117 Berlin

Phone: xx49-30-89789-671
Fax: xx49-30-89789-109
Web page: http://www.diw.de/en/soep
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. HOOGERHEIDE, Lennart F. & KAASHOEK, Johan F. & VAN DIJK, Herman K., 2005. "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 2005029, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  2. Roy Thurik & F. Stam & Peter van der Zwan, 2007. "Entrepreneurial exit in real and imagined markets," Scales Research Reports H200720, EIM Business and Policy Research.
  3. Psacharopoulos, George & Patrinos, Harry Anthony, 2002. "Returns to investment in education : a further update," Policy Research Working Paper Series 2881, The World Bank.
  4. Frank Kleibergen & Eric Zivot, 1998. "Bayesian and Classical Approaches to Instrumental Variable Regression," Discussion Papers in Economics at the University of Washington 0063, Department of Economics at the University of Washington.
  5. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 2000. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," NBER Working Papers 7457, National Bureau of Economic Research, Inc.
  6. 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.
  7. 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.
  8. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, Oxford University Press, vol. 106(4), pages 979-1014.
  9. David B. Audretsch, 2007. "Entrepreneurship capital and economic growth," Oxford Review of Economic Policy, Oxford University Press, vol. 23(1), pages 63-78, Spring.
  10. 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.
  11. C. Mirjam van Praag, 2003. "Business Survival and Success of Young Small Business Owners," Tinbergen Institute Discussion Papers 03-050/3, Tinbergen Institute.
  12. Blackburn, McKinley L & Neumark, David, 1993. "Omitted-Ability Bias and the Increase in the Return to Schooling," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-44, July.
  13. Blanchflower, David G., 2000. "Self-employment in OECD countries," Labour Economics, Elsevier, vol. 7(5), pages 471-505, September.
  14. 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.
  15. James J. Heckman & Sergio Urzua, 2009. "Comparing IV With Structural Models: What Simple IV Can and Cannot Identify," NBER Working Papers 14706, National Bureau of Economic Research, Inc.
  16. 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.
  17. Angus S. Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," NBER Working Papers 14690, National Bureau of Economic Research, Inc.
  18. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
  19. Bates, Timothy, 1995. "Self-employment entry across industry groups," Journal of Business Venturing, Elsevier, vol. 10(2), pages 143-156, March.
  20. Gerrit de Wit & Niels Bosma & Roy Thurik & Mirjam van Praag, 2002. "The Value of Human and Social Capital Investments for the Business Performance of Startups," Scales Research Reports N200204, EIM Business and Policy Research.
  21. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521899604, 1.
  22. 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, .
  23. Wagner, Joachim, 2002. "Testing Lazear’s Jack-of-All-Trades View of Entrepreneurship with German Micro Data," IZA Discussion Papers 592, Institute for the Study of Labor (IZA).
  24. Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
  25. 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).
  26. 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.
  27. J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
  28. 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.
  29. Dinand Webbink, 2005. "Causal Effects in Education," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 535-560, 09.
  30. 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.
  31. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521728355, 1.
  32. Riley, John G, 2002. " Weak and Strong Signals," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(2), pages 213-36, June.
  33. 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.
  34. Riley, John G, 1979. "Testing the Educational Screening Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages S227-52, October.
  35. Pfeiffer, Friedhelm & Reize, Frank, 1998. "Business Start-ups by the Unemployed - an Econometric Analysis Based on Firm Data," ZEW Discussion Papers 98-38, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  36. 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.
  37. 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.
  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.
Full references (including those not matched with items on IDEAS)

This item is featured on the following reading lists or Wikipedia pages:

  1. SOEP based publications

When requesting a correction, please mention this item's handle: RePEc:diw:diwsop:diw_sp329. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bibliothek)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.