Careers in firms: estimating a model of learning, job assignment, and human capital aquisition
This paper develops and structurally estimates an equilibrium model of the labor market that integrates learning, job assignment, and human capital acquisition to account for the main patterns of job and wage mobility characteristic of careers in firms. A key innovation is the modeling of firms’ incentives to experiment that arise from the ability of firms, through job assignment, to affect the rate at which they acquire information about workers. The resulting trade-off between output and information implies that a firm’s retention and job assignment policy solves an experimentation problem: a so-called multi-armed bandit with dependent arms. The model is estimated using longitudinal administrative data from one U.S. firm in a service industry (the same data used by Baker, Gibbs, and Holmström (1994a,b)) and fits the data remarkably well. My estimates indicate that learning during employment accounts for a significant fraction of measured wage growth on the job, whereas experimentation through job assignment primarily contributes to explaining the patterns of job mobility within the firm. Since learning is gradual, however, persistent uncertainty about workers’ abilities is responsible for a substantial compression of wage growth with tenure.
|Date of creation:||2012|
|Date of revision:|
|Contact details of provider:|| Postal: 90 Hennepin Avenue, P.O. Box 291, Minneapolis, MN 55480-0291|
Phone: (612) 204-5000
Web page: http://minneapolisfed.org/
More information through EDIRC
|Order Information:||Web: http://www.minneapolisfed.org/pubs/|
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.:
- Belzil, Christian & Bognanno, Michael L., 2004.
"The Promotion Dynamics of American Executives,"
IZA Discussion Papers
1003, Institute for the Study of Labor (IZA).
- Christian Belzil & Michael Bognanno, 2004. "The Promotion Dynamics of American Executives," CIRANO Working Papers 2004s-05, CIRANO.
- Christian Belzil & Michael Bognanno, 2004. "The Promotion Dynamics of American Executives," Working Papers 0404, Groupe d'Analyse et de Théorie Economique (GATE), Centre national de la recherche scientifique (CNRS), Université Lyon 2, Ecole Normale Supérieure.
- Christian Belzil & Michael Bognanno, 2004. "The Promotion Dynamics of American Executives," Post-Print halshs-00180126, HAL.
- Joseph G. Altonji & Nicolas Williams, 1997.
"Do Wages Rise with Job Seniority? A Reassessment,"
NBER Working Papers
6010, National Bureau of Economic Research, Inc.
- Robert M. Sauer, 1998.
"Job Mobility and the Market for Lawyers,"
Journal of Political Economy,
University of Chicago Press, vol. 106(1), pages 147-171, February.
When requesting a correction, please mention this item's handle: RePEc:fip:fedmsr:469. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Jannelle Ruswick)
If references are entirely missing, you can add them using this form.