Accounting for Endogenous Search Behavior in Matching Function Estimation
17 Pages Posted: 4 Jul 2011
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Accounting for Endogenous Search Behavior in Matching Function Estimation
Accounting for Endogenous Search Behavior in Matching Function Estimation
Abstract
We show that equilibrium matching models imply that standard estimates of the matching function elasticities are exposed to an endogeneity bias, which arises from the search behavior of agents on either side of the market. We offer an estimation method which, under certain assumptions, is immune from that bias. Application of our method to the estimation of a basic version of the matching function using aggregate U.S. data from the Job Openings and Labor Turnover Survey (JOLTS) suggests that the bias is quantitatively important.
Keywords: matching function estimation, unemployment, vacancies, job finding
JEL Classification: J63, J64
Suggested Citation: Suggested Citation
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