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Wage Differentials in the Presence of Unobserved Worker, Firm, and Match Heterogeneity

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Woodcock, Simon

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Abstract

We consider the problem of estimating and decomposing wage differentials in the presence of unobserved worker, firm, and match heterogeneity. Controlling for these unobservables corrects omitted variable bias in previous studies. It also allows us to measure the contribution of unmeasured characteristics of workers, firms, and worker-firm matches to observed wage differentials. An application to linked employer-employee data shows that decompositions of inter-industry earnings differentials and the male-female differential are misleading when unobserved heterogeneity is ignored.

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File URL: http://mpra.ub.uni-muenchen.de/1341/
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 1341.

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Date of creation: Dec 2006
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Handle: RePEc:pra:mprapa:1341

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Related research
Keywords: wage differentials unobserved heterogeneity employer-employee data

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Find related papers by JEL classification:
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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  1. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January. [Downloadable!]
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  2. Simon D. Woodcock, 2005. "Heterogeneity and Learning in Labor Markets," Labor and Demography 0511012, EconWPA. [Downloadable!]
  3. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-93, March. [Downloadable!] (restricted)
  4. Groshen, Erica L, 1991. "Sources of Intra-industry Wage Dispersion: How Much Do Employers Matter?," The Quarterly Journal of Economics, MIT Press, vol. 106(3), pages 869-84, August. [Downloadable!] (restricted)
  5. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October. [Downloadable!] (restricted)
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  6. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
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  7. Woodcock, Simon, 2006. "Match Effects," MPRA Paper 154, University Library of Munich, Germany. [Downloadable!]
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  8. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259 Elsevier. [Downloadable!] (restricted)
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