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Accounting For Endogenous Search Behavior in Matching Function Estimation

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  • Postel-Vinay, Fabien
  • Jolivet, Grégory
  • Borowczyk-Martins, Daniel

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.

Suggested Citation

  • Postel-Vinay, Fabien & Jolivet, Grégory & Borowczyk-Martins, Daniel, 2011. "Accounting For Endogenous Search Behavior in Matching Function Estimation," CEPR Discussion Papers 8471, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:8471
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    Cited by:

    1. Francesco Furlanetto & Nicolas Groshenny, 2016. "Mismatch Shocks and Unemployment During the Great Recession," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1197-1214, November.
    2. Bart Hobijn & Aysegul Sahin, 2013. "Beveridge Curve Shifts across Countries since the Great Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(4), pages 566-600, December.
    3. Francesco Furlanetto & Nicolas Groshenny, 2012. "Matching efficiency and business cycle fluctuations," Working Paper 2012/07, Norges Bank.
    4. Clément Carbonnier, 2014. "Payroll Taxation and the structure of qualifications and wages in a segmented frictional labor market with intrafirm bargaining," THEMA Working Papers 2014-20, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    5. Poeschel, Friedrich, 2012. "The time trend in the matching function," IAB-Discussion Paper 201203, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    6. Ewa Galecka-Burdziak, 2017. "Randomness or stock–flow: which mechanism describes labour market matching in Poland?," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 17(2), pages 119-135.
    7. Bart Hobijn, 2012. "The industry-occupation mix of U.S. job openings and hires," Working Paper Series 2012-09, Federal Reserve Bank of San Francisco.
    8. Clément Carbonnier, 2015. "Payroll Taxation, qualifications, wages and unemployment rates in a frictional labor market with productive interactions between segments," Working Papers hal-01203122, HAL.
    9. Rose, Giuseppe, 2013. "Endogenous ranking in a two-sector urn-ball matching process," Economics Discussion Papers 2013-40, Kiel Institute for the World Economy (IfW Kiel).

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    More about this item

    Keywords

    Job finding; Matching function estimation; Unemployment; Vacancies;
    All these keywords.

    JEL classification:

    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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