IDEAS home Printed from https://ideas.repec.org/p/red/sed017/881.html
   My bibliography  Save this paper

Estimating Matching Efficiency with Variable Search Effort

Author

Listed:
  • Marianna Kudlyak

    (Federal Reserve Bank of San Francisco)

  • Andreas Hornstein

    (Federal Reserve Bank of Richmond)

Abstract

We introduce a simple representation of endogenous search effort into the standard matching function with job-seeker heterogeneity. Using the estimated augmented matching function, we study the sources of changes in the average employment transition rate. In the standard matching function, the contribution of matching efficiency is decreasing in the matching function elasticity. In contrast, for our matching function with variable search effort and small matching elasticity, search effort is procyclical, accounting for most of the transition rate volatility; and the decline of the aggregate matching efficiency accounts for a small part of the decline in the transition rate after 2007. For a large matching elasticity, search effort is countercyclical, and large movements in matching efficiency compensate for that; and the decline in the matching efficiency accounts for a large part of the decline in the transition rate after 2007. The data on employment transition rates provide evidence for endogenous search effort but do not separately identify cyclicality of search effort and matching elasticity.

Suggested Citation

  • Marianna Kudlyak & Andreas Hornstein, 2017. "Estimating Matching Efficiency with Variable Search Effort," 2017 Meeting Papers 881, Society for Economic Dynamics.
    • Handle: RePEc:red:sed017:881
    as

    Download full text from publisher

    File URL: https://red-files-public.s3.amazonaws.com/meetpapers/2017/paper_881.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sam Schulhofer-Wohl & Robert Hall, 2014. "Measuring Matching Efficiency with Heterogeneous Jobseekers," 2014 Meeting Papers 368, Society for Economic Dynamics.
    2. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    3. Toshihiko Mukoyama & Christina Patterson & Ayşegül Şahin, 2018. "Job Search Behavior over the Business Cycle," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 190-215, January.
    4. Regis Barnichon & Andrew Figura, 2015. "Labor Market Heterogeneity and the Aggregate Matching Function," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 222-249, October.
    5. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    6. Jeremy Lise, 2013. "On-the-Job Search and Precautionary Savings," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 1086-1113.
    7. Stephen DeLoach & Mark Kurt, 2013. "Discouraging Workers: Estimating the Impacts of Macroeconomic Shocks on the Search Intensity of the Unemployed," Journal of Labor Research, Springer, vol. 34(4), pages 433-454, December.
    8. Costain, James S. & Reiter, Michael, 2008. "Business cycles, unemployment insurance, and the calibration of matching models," Journal of Economic Dynamics and Control, Elsevier, vol. 32(4), pages 1120-1155, April.
    9. Bent Jesper Christensen & Rasmus Lentz & Dale T. Mortensen & George R. Neumann & Axel Werwatz, 2005. "On-the-Job Search and the Wage Distribution," Journal of Labor Economics, University of Chicago Press, vol. 23(1), pages 31-58, January.
    10. Fernando E. Alvarez & Katarína Borovičková & Robert Shimer, 2016. "Decomposing Duration Dependence in a Stopping Time Model," NBER Working Papers 22188, National Bureau of Economic Research, Inc.
    11. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.
    12. Michael W. L. Elsby & Ryan Michaels & David Ratner, 2015. "The Beveridge Curve: A Survey," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 571-630, September.
    13. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    14. Robert E. Hall & Sam Schulhofer-Wohl, 2018. "Measuring Job-Finding Rates and Matching Efficiency with Heterogeneous Job-Seekers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 1-32, January.
    15. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    16. Gomme, Paul & Lkhagvasuren, Damba, 2015. "Worker search effort as an amplification mechanism," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 106-122.
    17. Anne E. Polivka & Stephen M. Miller, 1998. "The CPS after the Redesign: Refocusing the Economic Lens," NBER Chapters, in: Labor Statistics Measurement Issues, pages 249-289, National Bureau of Economic Research, Inc.
    18. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, December.
    19. Brigitte C. Madrian & Lars John Lefgren, 1999. "A Note on Longitudinally Matching Current Population Survey (CPS) Respondents," NBER Technical Working Papers 0247, National Bureau of Economic Research, Inc.
    20. Watson, Mark W, 1996. "Is Seasonal Adjustment a Linear or Nonlinear Data-Filtering Process? Comment," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 394-396, July.
    21. Petr Sedlacek, 2016. "The aggregate matching function and job search from employment and out of the labor force," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 21, pages 16-28, July.
    22. Andreas Hornstein, 2012. "Accounting for unemployment: the long and short of it," Working Paper 12-07, Federal Reserve Bank of Richmond.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wolcott, Erin L., 2021. "Employment inequality: Why do the low-skilled work less now?," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 161-177.
    2. Kohlbrecher, Britta & Merkl, Christian, 2022. "Business cycle asymmetries and the labor market," Journal of Macroeconomics, Elsevier, vol. 73(C).
    3. Joonbae Lee & Hanna Wang, 2021. "Ranking and Search Effort in Matching," Working Papers 1242, Barcelona School of Economics.
    4. Alessandro Gavazza & Simon Mongey & Giovanni L. Violante, 2018. "Aggregate Recruiting Intensity," American Economic Review, American Economic Association, vol. 108(8), pages 2088-2127, August.
    5. Hairault, Jean-Olivier & Langot, Francois & Sopraseuth, Thepthida, 2019. "Unemployment fluctuations over the life cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 334-352.
    6. Hairault, Jean-Olivier & Langot, Francois & Sopraseuth, Thepthida, 2019. "Unemployment fluctuations over the life cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 334-352.
    7. 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.
    8. Hartl, Tobias & Hutter, Christian & Weber, Enzo, 2021. "Matching for three: big data evidence on search activity of workers, firms, and employment service," IAB-Discussion Paper 202101, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kohlbrecher, Britta & Merkl, Christian, 2022. "Business cycle asymmetries and the labor market," Journal of Macroeconomics, Elsevier, vol. 73(C).
    2. Gomme, Paul & Lkhagvasuren, Damba, 2015. "Worker search effort as an amplification mechanism," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 106-122.
    3. 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.
    4. 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.
    5. Lange, Fabian & Papageorgiou, Theodore, 2020. "Beyond Cobb-Douglas: Flexibly Estimating Matching Functions with Unobserved Matching Efficiency," IZA Discussion Papers 13177, Institute of Labor Economics (IZA).
    6. Hie Ahn & James Hamilton, 2016. "Heterogeneity and Unemployment Dynamics," Working Papers id:11130, eSocialSciences.
    7. Lisauskaite, Elena, 2022. "Matching Efficiency and Heterogeneous Workers in the UK," IZA Discussion Papers 15610, Institute of Labor Economics (IZA).
    8. Simon Mongey & Giovanni L. Violante, 2019. "Macro Recruiting Intensity from Micro Data," NBER Working Papers 26231, National Bureau of Economic Research, Inc.
    9. Christian Hutter, 2021. "Cyclicality of labour market search: a new big data approach," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-16, December.
    10. Hairault, Jean-Olivier & Langot, Francois & Sopraseuth, Thepthida, 2019. "Unemployment fluctuations over the life cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 334-352.
    11. Hie Joo Ahn & Ling Shao, 2017. "Precautionary On-the-Job Search over the Business Cycle," Finance and Economics Discussion Series 2017-025, Board of Governors of the Federal Reserve System (U.S.).
    12. Yuelin Liu, 2022. "How structural is unemployment in the United States?," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1258-1276, July.
    13. Petr Sedlacek, 2016. "The aggregate matching function and job search from employment and out of the labor force," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 21, pages 16-28, July.
    14. repec:iab:iabjlr:v:55:i::p:art.1 is not listed on IDEAS
    15. Christian Hutter, 2021. "Cyclicality of labour market search: a new big data approach," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-16, December.
    16. Crawley, Andrew & Welch, Sarah & Yung, Julieta, 2021. "Improving estimates of job matching efficiency with different measures of unemployment," Journal of Macroeconomics, Elsevier, vol. 67(C).
    17. Regis Barnichon & Andrew Figura, 2015. "Labor Market Heterogeneity and the Aggregate Matching Function," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 222-249, October.
    18. Kohlbrecher, Britta & Merkl, Christian & Nordmeier, Daniela, 2016. "Revisiting the matching function," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 350-374.
    19. Camille Landais & Pascal Michaillat & Emmanuel Saez, 2018. "A Macroeconomic Approach to Optimal Unemployment Insurance: Applications," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 182-216, May.
    20. Alessandro Gavazza & Simon Mongey & Giovanni L. Violante, 2018. "Aggregate Recruiting Intensity," American Economic Review, American Economic Association, vol. 108(8), pages 2088-2127, August.
    21. Bransch, Felix, 2021. "Job search intensity of unemployed workers and the business cycle," Economics Letters, Elsevier, vol. 205(C).

    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
    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:red:sed017:881. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.