Small Business Economics

, Volume 46, Issue 2, pp 311–324 | Cite as

Identifying the effect of college education on business and employment survival

Article

Abstract

We use a multipronged identification strategy to estimate the effect of college education on business and employment survival. We account for the endogeneity of both education and business ownership with a competing risks duration model augmented with a college selection equation. We estimate the model jointly on the self-employed and salaried employees in the National Longitudinal Survey of Youth 1979. Unlike most previous studies, we find that college does not increase business survival. By contrast, a college degree significantly increases employment survival. Cognitive skills have a positive impact on survival for both the self-employed and employees. These findings suggest that college benefits the self-employed less than salaried, perhaps by generating skills more useful in employment than self-employment, or because of differences in the value of signaling.

Keywords

Business survival Employment survival College education Cognitive skills Locus of control 

JEL Classifications

C41 J24 L26 

Notes

Acknowledgments

We thank Luigi Zingales, Erik G. Hurst, Robert J. LaLonde, Susanne M. Schennach, Steven N. Kaplan, Adair Morse, Luigi Guiso, Margarita Tsoutsoura, James J. Heckman, the participants to many seminars at the University of Chicago and the participants to the Brownbag Seminar at Boston Fed for useful comments. Jacob Bergmann Larsen provided excellent research assistance. All remaining errors are ours. This research was conducted with restricted access to Bureau of Labor Statistics (BLS) data. The views expressed here do not necessarily reflect the views of the BLS. Financial support from the Jan Wallander and Tom Hedelius Foundation is gratefully acknowledged.

References

  1. Angrist, J. D., & Krueger, A. B. (1991). Does compulsory school attendance affect schooling and earnings? The Quarterly Journal of Economics, 106(4), 979–1014. doi: 10.2307/2937954.CrossRefGoogle Scholar
  2. Arcidiacono, P., Bayer, P., & Hizmo, A. (2010). Beyond signaling and human capital: Education and the revelation of ability. American Economic Journal: Applied Economics, 2(4), 76–104. doi: 10.1257/app.2.4.76.Google Scholar
  3. Åstebro, T., Braunerhjelm, P., & Broström, A. (2013). Does academic entrepreneurship pay? Industrial and Corporate Change, 22(1), 281–311. doi: 10.1093/icc/dts044.CrossRefGoogle Scholar
  4. Backes-Gellner, U., & Werner, A. (2007). Entrepreneurial signaling via education: A success factor in innovative start-ups. Small Business Economics, 29(1/2), 173–190. doi: 10.1007/s11187-006-0016-9.CrossRefGoogle Scholar
  5. Becker, G. S. (1994). Human capital: A theoretical and empirical analysis with special reference to education (3rd ed.). Cambridge, MA: NBER Books, National Bureau of Economic Research, Inc.Google Scholar
  6. Begley, T., & Boyd, D. (1987). Psychological characteristics associated with performance in entrepreneurial firms and smaller businesses. Journal of Business Venturing, 2(1), 79–93. doi: 10.1177/0021886300361003.
  7. Berlew, D. (1975). The nature of entrepreneurs. Proceedings of project ISEED (international symposium on entrepreneurship and enterprise development) (pp. 42–44). Ohio: Columbus.Google Scholar
  8. Blanchflower, D. G., & Meyer, B. D. (1994). A longitudinal analysis of the young self-employed in Australia and the United States. Small Business Economics6(1), 1–19. doi: 10.1007/BF01066108.
  9. Block, J. H., Hoogerheide, L., & Thurik, R. (2012). Are education and entrepreneurial income endogenous? A Bayesian analysis. Entrepreneurship Research Journal, 2(3). doi: 10.1515/2157-5665.1051.
  10. Boden, R. J, Jr, & Nucci, A. R. (2000). On the survival prospects of men’s and women’s new business ventures. Journal of Business Venturing, 15(4), 347–362. doi: 10.1016/S0883-9026(98)00004-4.CrossRefGoogle Scholar
  11. Bruderl, J., Preisendorfer, P., & Ziegler, R. (1992). Survival chances of newly founded business organizations. American Sociological Review, 57(2), 227–242. doi: 10.2307/2096207.CrossRefGoogle Scholar
  12. Caliendo, M., Fossen, F., & Kritikos, A. S. (2014). Personality characteristics and the decisions to become and stay self-employed. Small Business Economics, 42(4), 787–814. doi: 10.1007/s11187-013-9514-8.CrossRefGoogle Scholar
  13. Card, D. (1995). Using geographic variation in college proximity to estimate the return to schooling. In L. N. Christodes, E. K. Grant, & R. Swidinsky (Eds.), Aspects of labour market behaviour: Essays in honour of John Vanderkamp. Toronto: University of Toronto Press.Google Scholar
  14. Card, D. (1999). The causal effect of education on earnings. In O. Ashenfelter & D. Card (Eds.), Handbook of labor economics, Vol. 3A, Ch. 30. Amsterdam: Elsevier Science.Google Scholar
  15. Card, D. (2001). Estimating the return to schooling: Progress on some persistent econometric problems. Econometrica, 9(5), 1127–1160. doi: 10.1111/1468-0262.00237.
  16. Chiappori, P.-A., Iyigun, M., & Weiss, Y. (2009). Investment in schooling and the marriage market. American Economic Review, 95(5), 1689–1713. doi: 10.1257/aer.99.5.1689.
  17. Davidsson, P., & Gordon, S. R. (2012). Panel studies of new venture creation: A methods-focused review and suggestions for future research. Small Business Economics39(4), 853–876. doi: 10.1007/s11187-011-9325-8.
  18. Davidsson, P., & Honig, B. (2003). The role of social and human capital among nascent entrepreneurs. Journal of Business Venturing, 18(3), 301–331. doi: 10.1016/S0883-9026(02)00097-6.
  19. De Giorgi, G., Pellizzari, M., & Redaelli, S. (2010). Identification of social interactions through partially overlapping peer groups. American Economic Journal: Applied Economics, 2(2), 241–275. doi: 10.1257/app.2.2.241.
  20. De Wit, G., & van Winden, F. A. A. M. (1989). An empirical analysis of self-employment in the Netherlands. Small Business Economics, 1(4), 263–272. doi: 10.1007/BF00393805.
  21. Eberwein, C., Ham, J. C., & LaLonde, R. J. (1997). The impact of being offered and receiving classroom training on the employment histories of disadvantaged women: Evidence from experimental data. The Review of Economic Studies, 64(4), 655–682. doi: 10.2307/2971734.
  22. Evans, D. S., & Leighton, L. S. (1989). Some empirical aspects of entrepreneurship. American Economic Review, 79(3), 519–535.Google Scholar
  23. Evans, D. S., & Leighton, L. S. (1990). Small business formation by unemployed and employed workers. Small Business Economics, 2(4), 319–330. doi: 10.1007/BF00401628.CrossRefGoogle Scholar
  24. Falck, O., Heblich, S., & Luedemann, E. (2012). Identity and entrepreneurship: Do school peers shape entrepreneurial intentions? Small Business Economics, 39(1), 39–59. doi: 10.1007/s11187-010-9292-5.CrossRefGoogle Scholar
  25. Fossen, F. M., & Büttner, T. J. M. (2013). The returns to education for opportunity entrepreneurs, necessity entrepreneurs, and paid employees. Economics of Education Review, 37, 66–84. doi: 10.1016/j.econedurev.2013.08.005.CrossRefGoogle Scholar
  26. Ganotakis, P. (2012). Founders’ human capital and the performance Of UK new technology based firms. Small Business Economics, 39(2), 495–515. doi: 10.1007/s11187-010-9309-0.CrossRefGoogle Scholar
  27. Gimeno, F. J., Folta, T. B., Cooper, A. C., & Woo, C. Y. (1997). Survival of the fittest? Entrepreneurial human capital and the persistence of underperforming firms. Administrative Science Quarterly, 42(4), 750–783. doi: 10.2307/2393656.CrossRefGoogle Scholar
  28. Ham, J. C., & LaLonde, R. J. (1996). The effect of sample selection and initial conditions in duration models: Evidence from experimental data on training. Econometrica, 64(1), 175–205. doi: 10.2307/2171928.
  29. Harmon, C., Oosterbeek, H., & Walker, I. (2003). The returns to education: Microeconomics. Journal of Economic Surveys17(2), 115–156. doi: 10.1111/1467-6419.00191.
  30. Hartog, J., Van Praag, M., & Van Der Sluis, J. (2010). If you are so smart, why aren’t you an entrepreneur? Returns to cognitive and social ability: Entrepreneurs versus employees. Journal of Economics and Management Strategy, 19(4), 947–989. doi: 10.1111/j.1530-9134.2010.00274.x.
  31. Heckman, J. J., Lochner, L. J., & Todd, P. E. (2006). Earnings functions, rates of return and treatment effects: The Mincer equation and beyond. In E. Hanushek & F. Welch (Eds.), Handbook of the economics of education (Vol. 1, Ch. 7). Amsterdam: North-Holland.Google Scholar
  32. Heckman, J. J., Moon, S. H., Pinto, R., Savelyev, P. A., & Yavitz, A. (2010). The rate of return to the HighScope Perry Preschool Program. Journal of Public Economics, 94(1), 114–128. doi: 10.1016/j.jpubeco.2009.11.001.CrossRefGoogle Scholar
  33. Heckman, J. J., Pinto, R., & Savelyev, P. A. (2013). Understanding the mechanisms through which an influential early childhood program boosted adult outcomes. The American Economic Review, 103(6), 2052–2086. doi: 10.1257/aer.103.6.2052.CrossRefGoogle Scholar
  34. Heckman, J. J., & Singer, B. (1984). Econometric duration analysis. Journal of Econometrics, 24(1/2), 63–132.CrossRefGoogle Scholar
  35. Henrekson, M., & Sanandaji, T. (2014). Small business activity does not measure entrepreneurship. Proceedings of the National Academy of Sciences, 111(5), 1760–1765. doi: 10.1073/pnas.1307204111.CrossRefGoogle Scholar
  36. Hurst, E., & Pugsley, B. (2010). The non pecuniary benefits of small business ownership. University of Chicago, working paper.Google Scholar
  37. Keane, M. P., & Wolpin, K. I. (1997). The career decisions of young men. Journal of Political Economy105(3), 473–522. doi: 10.1086/262080.
  38. Kenkel, D. S. (1991). Health behavior, health knowledge, and schooling. Journal of Political Economy, 99(2), 287–305. doi: 10.1086/261751.
  39. Koellinger, P., Minniti, M., & Schade, C. (2007). I Think I Can, I Think I Can: Overconfidence and entrepreneurial behavior. Journal of Economic Psychology, 28(4), 502–527. doi: 10.1016/j.joep.2006.11.002.CrossRefGoogle Scholar
  40. Lechmann, D. S. J., & Schnabel, C. (2014). Are the self-employed really jacks-of-all-trades? Testing the assumptions and implications of Lazear’s theory of entrepreneurship with German data. Small Business Economics, 42(1), 59–76. doi: 10.1007/s11187-012-9464-6.CrossRefGoogle Scholar
  41. Lin, Z., Picot, G., & Compton, J. (2000). The entry and exit dynamics of self-employment in Canada. Small Business Economics, 15(2), 105–125. doi: 10.1023/A:1008150516764.CrossRefGoogle Scholar
  42. Lleras-Muney, A. (2005). The relationship between education and adult mortality in the United States. Review of Economic Studies, 72(1), 189–221. doi: 10.1111/0034-6527.00329.CrossRefGoogle Scholar
  43. Macpherson, D. A. (1988). Self-employment and married women. Economic Letters, 28(3), 281–284. doi: 10.1016/0165-1765(88)90132-2.CrossRefGoogle Scholar
  44. Martin, B. C., McNally, J. J., & Kay, M. J. (2013). Examining the formation of human capital in entrepreneurship: A meta-analysis of entrepreneurship education outcomes. Journal of Business Venturing, 28(2), 211–224. doi: 10.1016/j.jbusvent.2012.03.002.CrossRefGoogle Scholar
  45. Marvel, M. R., Davis, J. L., & Sproul, C. R. (2014). Human capital and entrepreneurship research: A critical review and future directions. Entrepreneurship Theory and Practice. doi: 10.1111/etap.12136.
  46. Mayer-Haug, K., Read, S., Brinckmann, J., Dew, N., & Grichnik, D. (2013). Entrepreneurial talent and venture performance: A meta-analytic investigation of SMEs. Research Policy42(6), 1251–1273. doi: 10.1016/j.respol.2013.03.001.
  47. Mengistae, T. (2006). Competition and entrepreneurs’ human capital in small business longevity and growth. Journal of Development Studies, 42(5), 812–836. doi: 10.1080/00220380600742050.CrossRefGoogle Scholar
  48. Millan, J. M., Congregado, E., & Roman, C. (2012). Determinants of self-employment survival in Europe. Small Business Economics, 38(2), 231–258. doi: 10.1007/s11187-010-9260-0.CrossRefGoogle Scholar
  49. Oberschachtsiek, D. (2012). The experience of the founder and self-employment duration: A comparative advantage approach. Small Business Economics, 39(1), 1–17. doi: 10.1007/s11187-010-9288-1.CrossRefGoogle Scholar
  50. Oreopoulos, P., & Salvanes, K. G. (2011). Priceless: The nonpecuniary benefits of schooling. The Journal of Economic Perspectives, 25(1), 159–184. doi: 10.1257/jep.25.1.159.
  51. Parker, S. C., & Van Praag, C. M. (2006). Schooling, capital constraints, and entrepreneurial performance: The endogenous triangle. Journal of Business and Economic Statistics, 24(4), 416–431. doi: 10.1198/073500106000000215.CrossRefGoogle Scholar
  52. Puri, M., & Robinson, D. T. (2013). The economic psychology of entrepreneurship and family business. Journal of Economics and Management Strategy, 22(2), 423–444. doi: 10.1111/jems.12013.
  53. Rauch, A., & Rijsdijk, S. A. (2013). The effects of general and specific human capital on long-term growth and failure of newly founded businesses. Entrepreneurship Theory and Practice, 37(4), 923–941. doi: 10.1111/j.1540-6520.2011.00487.x.CrossRefGoogle Scholar
  54. Rotter, J. (1966). Generalized expectancies for internal versus external control of reinforcements. Psychological Monographs: General and Applied, 80(1), 1–28.CrossRefGoogle Scholar
  55. Sacerdote, B. (2001). Peer effects with random assignment: Results for Dartmouth roommates. Quarterly Journal of Economics, 116(2), 681–704. doi: 10.1162/00335530151144131.CrossRefGoogle Scholar
  56. Sanandaji, T. (2010). Self-employment does not measure entrepreneurship. Chicago: University of Chicago mimeo.Google Scholar
  57. Simpson, W., & Sproule, R. (1998) Econometric analysis of canadian self-employment using SLID. Income and labour dynamics working paper series 98(16).Google Scholar
  58. Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355–374. doi: 10.2307/1882010.CrossRefGoogle Scholar
  59. Unger, J. M., Rauch, A., Frese, M., & Rosenbusch, N. (2011). Human capital and entrepreneurial success: A meta-analytical review. Journal of Business Venturing, 26(3), 341–358. doi: 10.1016/j.jbusvent.2009.09.004.CrossRefGoogle Scholar
  60. Van der Sluis, J., van Praag, M., & Vijverberg, W. (2008). Education and entrepreneurship selection and performance: A review of the empirical literature. Journal of Economic Surveys, 22(5), 792–841. doi: 10.1111/j.1467-6419.2008.00550.x.Google Scholar
  61. Van Praag, M. (2003). Business survival and success of young small business owners: An empirical analysis. Small Business Economics, 21(1), 1–17. doi: 10.1023/A:1024453200297.CrossRefGoogle Scholar
  62. Van Praag, C. M. (2007). Venture performance and venture inputs: The role of human and financial capital. In S. Parker (Ed.), The life cycle of entrepreneurial ventures. International Handbook Series on Entrepreneurship, Vol. 3, pp. 507–533. New York: Springer. doi: 10.1007/978-0-387-32313-8_17.
  63. Van Praag, M., Van Witteloostuijn, A., & Van der Sluis, J. (2009). Returns for entrepreneurs versus employees: The effect of education and personal control on the relative performance of entrepreneurs vis-a-vis wage employees. IZA DP 4628, Bonn, Germany.Google Scholar
  64. Van Praag, M., Van Witteloostuijn, A., & Van der Sluis, J. (2013). The higher returns to formal education for entrepreneurs versus employees. Small Business Economics, 40(2), 375–396. doi: 10.1007/s11187-012-9443-y.CrossRefGoogle Scholar
  65. Von Graevenitz, G., Harhoff, D., & Weber, R. (2010). The effects of entrepreneurship education. Journal of Economic Behavior and Organization, 76(1), 90–112. doi: 10.1016/j.jebo.2010.02.01.CrossRefGoogle Scholar
  66. Webbink, D. (2005). Causal Effects in Education. Journal of Economic Surveys, 19(4), 535–560. doi: 10.1111/j.0950-0804.2005.00258.x.
  67. Zimmerman, D. J. (2003). Peer effects in academic outcomes: Evidence from a natural experiment. Review of Economics and Statistics, 85(1), 9–23. doi: 10.1162/003465303762687677.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2015

Authors and Affiliations

  1. 1.Charles River AssociatesWashingtonUSA
  2. 2.IFN – Research Institute for Industrial EconomicsStockholmSweden
  3. 3.Institute for Economic and Business History Research (EHFF)StockholmSweden

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