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Learning by Doing as a Propagation Mechanism

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Author Info
Yongsung Chang (University of Pennsylvania)
Joao Gomes (University of Pennsylvania)
Frank Schorfheide (University of Pennsylvania)

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Abstract

This paper suggests that skill accumulation through past work experience, or ``learning-by-doing'' (LBD), can provide an important propagation mechanism in a dynamic stochastic general equilibrium model, as the current labor supply affects future productivity. Our econometric analysis uses a Bayesian approach to combine micro-level panel data with aggregate time series. Formal model evaluation shows that the introduction of the LBD mechanism improves the model's ability to fit the dynamics of aggregate output and hours.

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Paper provided by EconWPA in its series Macroeconomics with number 0204002.

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Date of creation: 01 May 2002
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Handle: RePEc:wpa:wuwpma:0204002

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Related research
Keywords: Learning by Doing; Propagation Mechanism; Business Cycles; Bayesian Analysis;

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Find related papers by JEL classification:
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing
E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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  1. Canadian Macro Study Group
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.:
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  8. John Geweke, 1999. "Computational Experiments and Reality," Computing in Economics and Finance 1999 401, Society for Computational Economics.
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  11. David N. DeJong & Beth F. Ingram, 2001. "The Cyclical Behavior of Skill Acquisition," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(3), pages 536-561, July. [Downloadable!] (restricted)
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  15. DeJong, David N & Ingram, Beth Fisher & Whiteman, Charles H, 1996. "A Bayesian Approach to Calibration," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 1-9, January.
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  18. Altug, Sumru & Miller, Robert A, 1998. "The Effect of Work Experience on Female Wages and Labour Supply," Review of Economic Studies, Blackwell Publishing, vol. 65(1), pages 45-85, January. [Downloadable!] (restricted)
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  20. Hansen, Lars Peter & Heckman, James J, 1996. "The Empirical Foundations of Calibration," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 87-104, Winter. [Downloadable!] (restricted)
  21. 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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  22. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October. [Downloadable!] (restricted)
  23. Susanto Basu & John G. Fernald, 1995. "Aggregate Productivity and the Productivity of Aggregates," NBER Working Papers 5382, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  24. Andolfatto, David, 1996. "Business Cycles and Labor-Market Search," American Economic Review, American Economic Association, vol. 86(1), pages 112-32, March. [Downloadable!] (restricted)
  25. Jesús Fernández-Villaverde & Juan F. Rubio, 2003. "Comparing Dynamic Equilibrium Economies to Data," Levine's Bibliography 506439000000000309, UCLA Department of Economics. [Downloadable!]
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