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Match Effects

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Author Info
Woodcock, Simon

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Abstract

We present an empirical model of earnings that controls for observable and unobservable characteristics of workers (person effects), unmeasured characteristics of their employers (firm effects), and unmeasured characteristics of worker-firm matches (match effects). We interpret these as the returns to general human capital, firm-specific human capital, and match-specific human capital, respectively. We stress the importance of match effects because the returns to match-specific human capital will be incorrectly attributed to general and/or firm-specific human capital when match effects are omitted, and because general and specific human capital have very different implications for the economic cost of job destruction. We find that slightly more than half of observed variation in log earnings is attributable to general human capital, 22 percent is attributable to firm-specific human capital, and 16 percent to match-specific human capital. Specifications that omit match effects over-estimate the returns to experience by as much as 50 percent, over-estimate the returns to a college education by as much as 8 percent, attribute too much variation to person effects, and too little to firm effects. Our results suggest that considerable earnings variation previously attributed to general human capital -- both observed and unobserved -- is in fact attributable to workers sorting into higher-paying firms and better worker-firm matches.

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File URL: http://mpra.ub.uni-muenchen.de/154/
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 154.

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Date of creation: Sep 2006
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Handle: RePEc:pra:mprapa:154

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Related research
Keywords: human capital fixed effects mixed effects person and firm effects linked 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
J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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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.:
  1. Jacob Mincer & Boyan Jovanovic, 1982. "Labor Mobility and Wages," NBER Working Papers 0357, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Simon D. Woodcock, 2005. "Heterogeneity and Learning in Labor Markets," Labor and Demography 0511012, EconWPA. [Downloadable!]
  3. Gruetter, Max & Lalive, Rafael, 2004. "The Importance of Firms in Wage Determination," IZA Discussion Papers 1367, Institute for the Study of Labor (IZA). [Downloadable!]
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  4. Dostie, Benoit, 2005. "Job Turnover and the Returns to Seniority," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 192-199, April. [Downloadable!] (restricted)
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  5. Topel, Robert H & Ward, Michael P, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, MIT Press, vol. 107(2), pages 439-79, May. [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. Altonji, Joseph G & Shakotko, Robert A, 1987. "Do Wages Rise with Job Seniority?," Review of Economic Studies, Blackwell Publishing, vol. 54(3), pages 437-59, July. [Downloadable!] (restricted)
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  8. Andrews, Martyn & Schank, Thorsten & Upward, Richard, 2004. "Practical estimation methods for linked employer-employee data," IAB Discussion Paper 200403, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]. [Downloadable!]
  9. Hausman, Jerry A. & Taylor, William E., 1981. "Panel data and unobservable individual effects," Journal of Econometrics, Elsevier, vol. 16(1), pages 155-155, May. [Downloadable!] (restricted)
  10. Thomas Cornelißen & Olaf Hübler, 2007. "Unobserved Individual and Firm Heterogeneity in Wage and Tenure Functions: Evidence from German Linked Employer-Employee Data," IZA Discussion Papers 2741, Institute for the Study of Labor (IZA). [Downloadable!]
  11. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October. [Downloadable!] (restricted)
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  12. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-98, November. [Downloadable!] (restricted)
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(explanations, 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.)

  1. Simon D. Woodcock, 2007. "Wage Differentials in the Presence of Unobserved Worker, Firm, and Match Heterogeneity," Discussion Papers dp07-10, Department of Economics, Simon Fraser University. [Downloadable!]
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