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The Weak Job Recovery in a Macro Model of Search and Recruiting Intensity

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  • Sylvain Leduc
  • Zheng Liu

Abstract

We show that cyclical fluctuations in search and recruiting intensity are quantitatively important for explaining the weak job recovery from the Great Recession. We demonstrate this result using an estimated labor search model that features endogenous search and recruiting intensity. Since the textbook model with free entry implies constant recruiting intensity, we introduce a cost of vacancy creation, so that firms respond to aggregate shocks by adjusting both vacancies and recruiting intensity. Fluctuations in search and recruiting intensity driven by shocks to productivity and the discount factor help bridge the gap between the actual and model-predicted job filling rate.

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  • Sylvain Leduc & Zheng Liu, 2020. "The Weak Job Recovery in a Macro Model of Search and Recruiting Intensity," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(1), pages 310-343, January.
  • Handle: RePEc:aea:aejmac:v:12:y:2020:i:1:p:310-43
    DOI: 10.1257/mac.20170176
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    References listed on IDEAS

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    1. Faust, Jon & Gupta, Abhishek, 2010. "Posterior Predictive Analysis for Evaluating DSGE Models," MPRA Paper 26721, University Library of Munich, Germany.
    2. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    3. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
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    Citations

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    Cited by:

    1. Zuchuat, Jeremy & Lalive, Rafael & Osikominu, Aderonke & Pesaresi, Lorenzo & Zweimüller, Josef, 2023. "Duration Dependence in Finding a Job: Applications, Interviews, and Job Offers," IZA Discussion Papers 16602, Institute of Labor Economics (IZA).
    2. Jonathan Créchet & Étienne Lalé & Linas Tarasonis, 2023. "Life-Cycle Worker Flows and Cross-country Differences in Aggregate Employment," Working Papers 2306E, University of Ottawa, Department of Economics.
    3. Bilenkisi, Fikret, 2024. "Uncertainty, labour force participation and job search," Economic Modelling, Elsevier, vol. 139(C).
    4. Carlos Carrillo-Tudela & Hermann Gartner & Leo Kaas, 2023. "Recruitment Policies, Job-Filling Rates, and Matching Efficiency," Journal of the European Economic Association, European Economic Association, vol. 21(6), pages 2413-2459.
    5. Robert E. Hall & Marianna Kudlyak, 2022. "Why Has the US Economy Recovered So Consistently from Every Recession in the Past 70 Years?," NBER Macroeconomics Annual, University of Chicago Press, vol. 36(1), pages 1-55.
    6. Matsue, Toyoki, 2025. "Strategy for securing employment that considers job filling, separation, and productivity shocks," MPRA Paper 123533, University Library of Munich, Germany.
    7. Uemura, Yuki, 2024. "Job search intensity and wage rigidity in business cycles," Journal of Macroeconomics, Elsevier, vol. 82(C).
    8. Den Haan, Wouter J. & Freund, Lukas B. & Rendahl, Pontus, 2021. "Volatile hiring: uncertainty in search and matching models," Journal of Monetary Economics, Elsevier, vol. 123(C), pages 1-18.
    9. Matthias S. Hertweck & Vivien Lewis & Stefania Villa, 2021. "Going the Extra Mile: Effort by Workers and Job‐Seekers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(8), pages 2099-2127, December.
    10. Isabel Cairó & Hess T. Chung & Francesco Ferrante & Cristina Fuentes-Albero & Camilo Morales-Jimenez & Damjan Pfajfar, 2023. "Endogenous Labor Supply in an Estimated New-Keynesian Model: Nominal versus Real Rigidities," Finance and Economics Discussion Series 2023-069, Board of Governors of the Federal Reserve System (U.S.).
    11. Haefke, Christian & Reiter, Michael, 2020. "Long Live the Vacancy," GLO Discussion Paper Series 654, Global Labor Organization (GLO).
    12. Ravenna, Federico & Walsh, Carl, 2020. "Worker heterogeneity, selection, and employment dynamics in the face of aggregate demand and pandemic shocks," CEPR Discussion Papers 15043, C.E.P.R. Discussion Papers.
    13. He, Chao & Fan, Xiaodong, 2024. "The paradox of search intensity," Journal of Economic Theory, Elsevier, vol. 221(C).
    14. Wilhelm, Stefan, 2023. "Efficiency of short-time work schemes and the role of monetary policy," Journal of Macroeconomics, Elsevier, vol. 78(C).
    15. Steven J. Davis & Brenda Samaniego de la Parra, 2024. "Application Flows," NBER Working Papers 32320, National Bureau of Economic Research, Inc.
    16. Arnd Kölling, 2022. "Shortage of Skilled Labor, Unions and the Wage Premium: A Regression Analysis with Establishment Panel Data for Germany," Journal of Labor Research, Springer, vol. 43(2), pages 239-259, June.
    17. Forsythe, Eliza & Weinstein, Russell, 2021. "Recruiting Intensity, Hires, and Vacancies: Evidence from Firm-Level Data," IZA Discussion Papers 14138, Institute of Labor Economics (IZA).
    18. Chris Martin & Magdalyn Okolo, 2022. "Modelling the Differing Impacts of Covid‐19 in the UK Labour Market," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 994-1017, October.
    19. M Alper Çenesiz & Luís Guimarães, 2022. "The cyclicality of job search effort in matching models [Labor supply in the past, present, and future: a Balan ced-Growth perspective]," Oxford Economic Papers, Oxford University Press, vol. 74(4), pages 1195-1213.
    20. Josué Diwambuena & Raquel Fonseca & Stefan Schubert, 2023. "Labor Market Institutions, Productivity, and the Business Cycle: An Application to Italy," Cahiers de recherche / Working Papers 2302, Chaire de recherche sur les enjeux économiques intergénérationnels / Research Chair in Intergenerational Economics.
    21. Yuki Uemura, 2022. "Job Search Intensity and Wage Rigidity in Business Cycles," KIER Working Papers 1078, Kyoto University, Institute of Economic Research.
    22. Federico Ravenna & Carl E. Walsh, 2022. "Worker Heterogeneity, Selection, and Unemployment Dynamics in a Pandemic," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(S1), pages 113-155, February.
    23. Brenčič, Vera, 2024. "Distribution of vacancies and new hires across employers: Implications for job offers, skill requirements, and employers’ search outcomes," Labour Economics, Elsevier, vol. 91(C).
    24. Kölling, Arnd, 2023. "Does skill shortage pay off for nursing staff in Germany? Wage premiums for hiring problems, industrial relations, and profitability," MPRA Paper 116205, University Library of Munich, Germany.

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    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts
    • 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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