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

  • Prat, Julien

    ()

    (CREST)

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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File URL: http://ftp.iza.org/dp2780.pdf
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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:
Publication status: published in: Journal of Applied Econometrics, 2010, 25 (6), 929-962
Handle: RePEc:iza:izadps:dp2780
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