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The Rate of Learning-by-Doing: Estimates from a Search-Matching Model

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Author Info
Julien Prat () (University of Vienna and IZA)
Abstract

We construct and estimate by maximum likelihood an equilibrium search model where wages are set by Nash bargaining and idiosyncratic productivity follows a geometric Brownian motion. The proposed framework enables us to endogenize job destruction and to estimate the rate of learning-by-doing. Although the range of the observations is not independent of the parameters, we establish that the estimators satisfy asymptotic normality. The structural model is estimated using Current Population Survey data on accepted wages and employment durations. We show that it captures almost perfectly the joint distribution of wages and job spells. We find that the rate of learning-by-doing has an important positive effect on aggregate output and a small impact on employment.

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Publisher Info
Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2780.

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Length: 40 pages
Date of creation: May 2007
Date of revision:
Handle: RePEc:iza:izadps:dp2780

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Related research
Keywords: job search; human capital; uncertainty; structural estimation;

Other versions of this item:

Find related papers by JEL classification:
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
J64 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Unemployment: Models, Duration, Incidence, and Job Search

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    Other versions:
  2. Eckstein, Zvi & Wolpin, Kenneth I, 1995. "Duration to First Job and the Return to Schooling: Estimates from a Search-Matching Model," Review of Economic Studies, Blackwell Publishing, vol. 62(2), pages 263-86, April. [Downloadable!] (restricted)
    Other versions:
  3. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, 03. [Downloadable!] (restricted)
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  4. James J. Heckman & Christopher J. Flinn, 1982. "New Methods for Analyzing Structural Models of Labor Force Dynamics," NBER Working Papers 0856, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  7. Joseph G. Altonji & Nicolas Williams, 2005. "Do wages rise with job seniority? A reassessment," Industrial and Labor Relations Review, ILR Review, ILR School, Cornell University, vol. 58(3), pages 370-397, April. [Downloadable!] (restricted)
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  14. Christopher J. Flinn, 2006. "Minimum Wage Effects on Labor Market Outcomes under Search, Matching, and Endogenous Contact Rates," Econometrica, Econometric Society, vol. 74(4), pages 1013-1062, 07. [Downloadable!] (restricted)
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  17. 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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  18. Topel, Robert H, 1991. "Specific Capital, Mobility, and Wages: Wages Rise with Job Seniority," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 145-76, February. [Downloadable!] (restricted)
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  20. Hayne E. Leland and Klaus Bjerre Toft., 1995. "Optimal Capital Structure, Endogenous Bankruptcy, and the Term Structure of Credit Spreads," Research Program in Finance Working Papers RPF-259, University of California at Berkeley.
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  21. Felli, Leonardo & Harris, Christopher, 1996. "Learning, Wage Dynamics, and Firm-Specific Human Capital," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 838-68, August. [Downloadable!] (restricted)
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