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Match Effects

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Author Info
Simon D. Woodcock () (Simon Fraser University)

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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). The distinction between these components is important, because they have different implications for the persistence of individual earnings and the returns to employment mobility. We find that match effects, which have been ignored in previous work, are an important determinant of log earnings. They explain about 16 percent of observed variation, and much of the change in earnings when workers change employer. Specifications that omit match effects over-estimate the returns to experience by as much as 30 percent, attribute too much variation to person effects and little to firm effects, and underestimate the correlation between person and firm effects. Overall, our results suggest that some of the returns previously attributed to general human capital actually reflect the returns to sorting into higher-paying firms and better worker-firm matches.

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File URL: http://www.econ.sfu.ca/research/RePEc/sfu/sfudps/dp07-13.pdf
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Publisher Info
Paper provided by Department of Economics, Simon Fraser University in its series Discussion Papers with number dp07-13.

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Length: 35
Date of creation: Aug 2007
Date of revision:
Handle: RePEc:sfu:sfudps:dp07-13

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Postal: Department of Economics, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
Phone: (778)782-3508
Fax: (778)782-5944
Web page: http://www.econ.sfu.ca/
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Postal: Working Paper Coordinator, Department of Economics, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
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Web: http://www.econ.sfu.ca/Research_and_Seminars/Publications/index.html

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Related research
Keywords: linked employer-employee data; earnings dispersion; person and firm effects; fixed effects; random effects; labor market sorting; human capital;

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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)
    Other versions:
  2. Simon D. Woodcock, 2005. "Heterogeneity and Learning in Labor Markets," Labor and Demography 0511012, EconWPA. [Downloadable!]
  3. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Technical Papers 2002-06, Longitudinal Employer-Household Dynamics, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
  4. Gruetter, Max & Lalive, Rafael, 2004. "The Importance of Firms in Wage Determination," IZA Discussion Papers 1367, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  5. 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)
    Other versions:
  6. Ann P. Bartel & George J. Borjas, 1981. "Wage Growth and Job Turnover: An Empirical Analysis," NBER Chapters, in: Studies in Labor Markets, pages 65-90 National Bureau of Economic Research, Inc. [Downloadable!]
    Other versions:
  7. M. Andrews & L. Gill & R. Upward, 2006. "High wage workers and low wage firms: Negative assortative matching or statistical artefact?," The School of Economics Discussion Paper Series 0615, Economics, The University of Manchester. [Downloadable!]
  8. 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)
    Other versions:
  9. 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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  10. 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)
    Other versions:
  11. 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!]
  12. 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)
  13. 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!]
  14. 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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  15. 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)
  16. John Abowd & Bryce Stephens & Lars Vilhuber, 2006. "The LEHD Infrastructure Files and the Creation of the Quarterly Workforce Indicators," Technical Papers 2006-01, Longitudinal Employer-Household Dynamics, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
    Other versions:
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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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