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Black--white wage differentials: duration and probability unemployment effects in a multiple of sample selection bias model

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  • John Baffoe-Bonnie
  • Anthony O. Gyapong

Abstract

The extent to which probability and duration of unemployment affect the black--white wage differentials is examined in this paper. The paper simultaneously incorporates in the wage equation the multiple sample selection bias that occurs as a result of individuals’ propensity to be in the labor force, and the firm’s hiring decisions. The results reveal a substantial contribution of the duration of unemployment variable to the black--white wage differential, but a small portion of the differential is explained by the probability of unemployment. The results also indicate a sizeable difference between the contribution of the duration of unemployment variable to the male’s wage differentials (26%) and to the female’s (35%). The study finds that an individual’s labor force decision as well as a firm’s hiring decision are important in the wage determination process and that failure to account for the sample selectivity bias due to these two decisions will result in either underestimating or overestimating the wage differentials between black and white workers. At the macro level, the results seem to suggest that promotion of racial wage equality should be associated with policies that will minimize blacks’ incidence of unemployment and duration of unemployment spells.

Suggested Citation

  • John Baffoe-Bonnie & Anthony O. Gyapong, 2011. "Black--white wage differentials: duration and probability unemployment effects in a multiple of sample selection bias model," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(5), pages 559-584, September.
    • Handle: RePEc:taf:irapec:v:25:y:2011:i:5:p:559-584
    DOI: 10.1080/02692171.2010.534439
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    1. John C. Ham, 1982. "Estimation of a Labour Supply Model with Censoring Due to Unemployment and Underemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(3), pages 335-354.
    2. Blau, Francine D & Beller, Andrea H, 1992. "Black-White Earnings over the 1970s and 1980s: Gender Differences in Trends," The Review of Economics and Statistics, MIT Press, vol. 74(2), pages 276-286, May.
    3. Stephen R. G. Jones, 1988. "The Relationship Between Unemployment Spells and Reservation Wages as a Test of Search Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(4), pages 741-765.
    4. Elaine Sorensen, 1989. "Measuring the Pay Disparity between Typically Female Occupations and other Jobs: A Bivariate Selectivity Approach," ILR Review, Cornell University, ILR School, vol. 42(4), pages 624-639, July.
    5. Hahn, F H, 1987. "On Involuntary Unemployment," Economic Journal, Royal Economic Society, vol. 97(388a), pages 1-16, Supplemen.
    6. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    7. Shaked, Avner & Sutton, John, 1984. "Involuntary Unemployment as a Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 52(6), pages 1351-1364, November.
    8. 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.
    9. Meng, Chun-Lo & Schmidt, Peter, 1985. "On the Cost of Partial Observability in the Bivariate Probit Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(1), pages 71-85, February.
    10. Kunze, Astrid, 2000. "The Determination of Wages and the Gender Wage Gap: A Survey," IZA Discussion Papers 193, Institute of Labor Economics (IZA).
    11. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    12. Schiller, Bradley R & Weiss, Randall D, 1980. "Pensions and Wages: A Test for Equalizing Differences," The Review of Economics and Statistics, MIT Press, vol. 62(4), pages 529-538, November.
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