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Correcting for Survival Effects in Cross Section Wage Equations Using NBA Data

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  • Peter A. Groothuis
  • James Richard Hill

Abstract

Cross sectional employment data is not random. Individuals who survive to a longer level of tenure tend to have a higher level of productivity than those who exit earlier. This result suggests that in cross sectional data high productivity workers are over-sampled at high levels of tenure. In wage equations using cross sectional data, results could be biased from the over sampling of high productive workers at long levels of tenure. This survival effect in cross sectional data could possibly bias the coefficient on tenure upwards. We explore techniques to correct for survival bias using a panel study of National Basketball Association players. In particular we focus on a modified Heckman selectivity bias procedure using duration models to correct for survival bias. Key Words:

Suggested Citation

  • Peter A. Groothuis & James Richard Hill, 2009. "Correcting for Survival Effects in Cross Section Wage Equations Using NBA Data," Working Papers 09-19, Department of Economics, Appalachian State University.
    • Handle: RePEc:apl:wpaper:09-19
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    File URL: http://econ.appstate.edu/RePEc/pdf/wp0919.pdf
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    References listed on IDEAS

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    1. 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.
    2. Mark C. Berger & Dan A. Black & Frank A. Scott, 2004. "Is There Job Lock? Evidence from the Pre-HIPAA Era," Southern Economic Journal, John Wiley & Sons, vol. 70(4), pages 953-976, April.
    3. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    4. 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.
    5. Mark C. Berger & Dan A. Black, 1998. "The Duration Of Medicaid Spells: An Analysis Using Flow And Stock Samples," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 667-675, November.
    6. Johnny Ducking & Peter Groothuis & James Hill, 2015. "Exit Discrimination in the NFL: A Duration Analysis of Career Length," The Review of Black Political Economy, Springer;National Economic Association, vol. 42(3), pages 285-299, September.
    7. Peter A. Groothuis & Jana D. Groothuis, 2008. "Nepotism or Family Tradition? A Study of NASCAR Drivers," Journal of Sports Economics, , vol. 9(3), pages 250-265, June.
    8. Abraham, Katharine G & Farber, Henry S, 1987. "Job Duration, Seniority, and Earnings," American Economic Review, American Economic Association, vol. 77(3), pages 278-297, June.
    9. Johnny Ducking & Peter Groothuis & James Hill, 2015. "Exit Discrimination in the NFL: A Duration Analysis of Career Length," The Review of Black Political Economy, Springer;National Economic Association, vol. 42(3), pages 285-299, September.
    10. Peter A. Groothuis & James Richard Hill, 2008. "Exit Discrimination in Major League Baseball: 1990–2004," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 574-590, August.
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