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Optimal Job Design and Career Dynamics in the Presence of Uncertainty

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Author Info
Elena Pastorino

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Abstract

The paper studies a learning model in which information about a worker's ability can be acquired symmetrically by the worker and a firm in any period by observing the worker's performance on a given task. Productivity at different tasks is assumed to be differentially sensitive to a worker's intrinsic talent: potentially more profitable tasks entail the risk of greater output destruction if the worker assigned to them is not of the ability required. We characterize the (essentially unique) optimal retention, task assignment and promotion policy for the class of sequential equilibria of this game, by showing that the equilibria of interest are strategically equivalent to the solution of an experimentation problem (a discounted multi-armed bandit with independent and dependent arms). These equilibria are all ex ante efficient but involve ex post inefficient task allocation and separation. While the ex post inefficiency of separations persists even as the time horizon becomes arbitrarily large, in the limit task assignment is efficient. When ability consists of multiple skills, low performing promoted workers are fired rather than demoted, if outcomes at lower level tasks, compared to those at higher level tasks, provide a sufficiently accurate measure of ability. We then examine the strategic effects of the dynamics of learning on a worker's career profile. We prove, in particular, that price competition among firms causes ex ante inefficient turnover and task assignment, independently of the degree of transferability of human capital. In a class of equilibria of interest it generates a wage dynamics consistent with properties observed in the data

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Paper provided by Econometric Society in its series Econometric Society 2004 North American Summer Meetings with number 292.

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Date of creation: 11 Aug 2004
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Handle: RePEc:ecm:nasm04:292

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Related research
Keywords: Learning; Job Assignment; Experimentation; Correlated Multi-armed Bandit;

Find related papers by JEL classification:
D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search, Learning, and Information
J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts

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  1. Banks, Jeffrey S & Sundaram, Rangarajan K, 1992. "Denumerable-Armed Bandits," Econometrica, Econometric Society, vol. 60(5), pages 1071-96, September. [Downloadable!] (restricted)
    Other versions:
  2. Aghion, P. & Bolton, P. & Harris, C. & Jullien, B., 1990. "Optimal Learning By Experimentation," DELTA Working Papers 90-10, DELTA (Ecole normale supérieure).
    Other versions:
  3. Harris, Milton & Weiss, Yoram, 1984. "Job Matching with Finite Horizon and Risk Aversion," Journal of Political Economy, University of Chicago Press, vol. 92(4), pages 758-79, August. [Downloadable!] (restricted)
  4. Michael Waldman, 1984. "Job Assignments, Signalling, and Efficiency," RAND Journal of Economics, The RAND Corporation, vol. 15(2), pages 255-267, Summer. [Downloadable!] (restricted)
    Other versions:
  5. Bergemann, Dirk & Valimaki, Juuso, 1996. "Learning and Strategic Pricing," Econometrica, Econometric Society, vol. 64(5), pages 1125-49, September. [Downloadable!] (restricted)
    Other versions:
  6. Holmstrom, Bengt R. & Tirole, Jean, 1989. "The theory of the firm," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 2, pages 61-133 Elsevier. [Downloadable!] (restricted)
  7. Rothschild, Michael, 1974. "A two-armed bandit theory of market pricing," Journal of Economic Theory, Elsevier, vol. 9(2), pages 185-202, October. [Downloadable!] (restricted)
  8. Jovanovic, B. & Nyarko, Y., 1996. "Stepping Stone Mobility," Working Papers 96-26, C.V. Starr Center for Applied Economics, New York University. [Downloadable!]
    Other versions:
  9. Gibbons, Robert & Waldman, Michael, 1999. "Careers in organizations: Theory and evidence," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 36, pages 2373-2437 Elsevier. [Downloadable!] (restricted)
  10. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," Journal of Law, Economics and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
  11. Baker, George & Gibbs, Michael & Holmstrom, Bengt, 1994. "The Internal Economics of the Firm: Evidence from Personnel Data," The Quarterly Journal of Economics, MIT Press, vol. 109(4), pages 881-919, November. [Downloadable!] (restricted)
  12. Banks, Jeffrey S & Sundaram, Rangarajan K, 1994. "Switching Costs and the Gittins Index," Econometrica, Econometric Society, vol. 62(3), pages 687-94, May. [Downloadable!] (restricted)
  13. Luis Araujo & Braz Camargo, 2005. "Monetary Equilibrium with Decentralized Trade and Learning," UWO Department of Economics Working Papers 20051, University of Western Ontario, Department of Economics. [Downloadable!]
  14. Aghion, Philippe, et al, 1991. "Optimal Learning by Experimentation," Review of Economic Studies, Blackwell Publishing, vol. 58(4), pages 621-54, July. [Downloadable!] (restricted)
  15. Banks, J.S. & Sundaram, R.K., 1990. "A Class Of Bandit Problems Yielding Myopic Optimal Strategies," RCER Working Papers 239, University of Rochester - Center for Economic Research (RCER).
  16. Robert Gibbons & Michael Waldman, 1999. "A Theory Of Wage And Promotion Dynamics Inside Firms," The Quarterly Journal of Economics, MIT Press, vol. 114(4), pages 1321-1358, November. [Downloadable!] (restricted)
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