DP8471 Accounting For Endogenous Search Behavior in Matching Function Estimation

Author(s): Daniel Borowczyk-Martins, Grégory Jolivet, Fabien Postel-Vinay
Publication Date: July 2011
Keyword(s): Job Finding, Matching Function Estimation, Unemployment, Vacancies
JEL(s): J63, J64
Programme Areas: Labour Economics
Link to this Page: cepr.org/active/publications/discussion_papers/dp.php?dpno=8471

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.