Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/iab/iabjlr/v55part.01.html
   My bibliography  Save this article

Cyclicality of labour market search: a new big data Approach

Author

Listed:
  • Hutter, Christian

    (Institute for Employment Research (IAB), Nuremberg, Germany)

Abstract
"This paper exploits big data on online activity from the job exchange of the German Federal Employment Agency and its internal placement-software to generate measures for search activity of employers and job seekers and - as a novel feature - for placement activity of employment agencies. In addition, the average search perimeter in the job seekers’ search profiles can be measured. The data are used to estimate the behaviour of the search and placement activities during the business and labour market cycle and their seasonal patterns. The results show that the search activities of firms and employment agencies are procyclical. By contrast, job seekers’ search intensity shows a countercyclical pattern, at least before the COVID-19 crisis." (Author's abstract, © 2021 Springer) ((en))

Suggested Citation

  • Hutter, Christian, 2021. "Cyclicality of labour market search: a new big data Approach," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 55, pages 1-1.
  • Handle: RePEc:iab:iabjlr:v:55:p:art.01
    DOI: 10.1186/s12651-020-00283-9
    as

    Download full text from publisher

    File URL: https://doi.org/10.1186/s12651-020-00283-9
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s12651-020-00283-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. repec:pri:cepsud:215krueger is not listed on IDEAS
    3. 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.
    4. 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.
    5. Christian Hutter & Enzo Weber, 2017. "Mismatch and the Forecasting Performance of Matching Functions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(1), pages 101-123, February.
    6. Launov, Andrey & Wälde, Klaus, 2016. "The employment effect of reforming a public employment agency," European Economic Review, Elsevier, vol. 84(C), pages 140-164.
    7. 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.
    8. Sabine Klinger & Enzo Weber, 2016. "Decomposing Beveridge Curve Dynamics By Correlated Unobserved Components," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 877-894, December.
    9. Alan B. Krueger & Andreas Mueller, 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Working Papers 1295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    10. 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.
    11. Klinger, Sabine & Weber, Enzo, 2020. "GDP-employment decoupling in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 82-98.
    12. Gomme, Paul & Lkhagvasuren, Damba, 2015. "Worker search effort as an amplification mechanism," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 106-122.
    13. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    14. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    15. Alan B. Krueger & Andreas Mueller, 2011. "Job Search, Emotional Well-Being and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 1-81.
    16. repec:pri:indrel:dsp014j03cz656 is not listed on IDEAS
    17. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    18. Mortensen, Dale T., 1987. "Job search and labor market analysis," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 2, chapter 15, pages 849-919, Elsevier.
    19. O. Ashenfelter & R. Layard (ed.), 1987. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 2, number 2.
    20. O. Ashenfelter & R. Layard (ed.), 1987. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 1, number 1.
    Full references (including those not matched with items on IDEAS)

    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. repec:iab:iabjlr:v:55:i::p:art.1 is not listed on IDEAS
    2. 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.
    3. 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].
    4. 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.).
    5. Jorge González Chapela, 2021. "Job Searching and the Weather: Evidence from Time-Use Data," Journal of Labor Research, Springer, vol. 42(1), pages 29-55, March.
    6. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2021. "Job search during the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    7. William D. Craighead, 2019. "Hysteresis In A New Keynesian Model," Economic Inquiry, Western Economic Association International, vol. 57(2), pages 1082-1097, April.
    8. Andreas Hornstein & Marianna Kudlyak, 2015. "Estimating Matching Efficiency with Variable Search Effort," Working Paper Series 2016-24, Federal Reserve Bank of San Francisco.
    9. 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.
    10. 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.
    11. Klinger, Sabine & Weber, Enzo, 2014. "Decomposing Beveridge curve dynamics by correlated unobserved components: The impact of labour market reforms in Germany," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100499, Verein für Socialpolitik / German Economic Association.
    12. Gehrke, Britta & Weber, Enzo, 2018. "Identifying asymmetric effects of labor market reforms," European Economic Review, Elsevier, vol. 110(C), pages 18-40.
    13. Zheng Liu & Sylvain Leduc, 2016. "The Slow Job Recovery in a Macro Model of Search and Recruiting Intensity," 2016 Meeting Papers 1397, Society for Economic Dynamics.
    14. Goulas, Eleftherios & Zervoyianni, Athina, 2018. "Active labour-market policies and output growth: Is there a causal relationship?," Economic Modelling, Elsevier, vol. 73(C), pages 1-14.
    15. Sabine Klinger & Enzo Weber, 2016. "Decomposing Beveridge Curve Dynamics By Correlated Unobserved Components," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 877-894, December.
    16. 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.
    17. Koenig, Felix & Manning, Alan & Petrongolo, Barbara, 2014. "Reservation wages and the wage flexibility puzzle," LSE Research Online Documents on Economics 60613, London School of Economics and Political Science, LSE Library.
    18. 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.
    19. Michaillat, Pascal & Saez, Emmanuel, 2019. "Beveridgean Unemployment Gap," CEPR Discussion Papers 14132, C.E.P.R. Discussion Papers.
    20. Stefania Albanesi & Aysegul Sahin, 2018. "The Gender Unemployment Gap," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 47-67, October.
    21. Marianna Kudlyak & Damba Lkhagvasuren & Roman Susuyev, 2012. "Sorting by Skill over the Course of Job Search," Working Papers 12011, Concordia University, Department of Economics, revised 18 Apr 2012.

    More about this item

    Keywords

    Bundesrepublik Deutschland ; IAB-Open-Access-Publikation ; Beschäftigerverhalten ; Datenanalyse ; Datengewinnung ; Erwerbsverhalten ; Konjunkturabhängigkeit ; Personalbeschaffung ; Big Data ; Arbeitsmarktbeobachtung ; Arbeitsmarktforschung ; Virtueller Arbeitsmarkt ; Arbeitsplatzwechsel ; Arbeitsuche ; Arbeitsuchende ; Arbeitsvermittlung ; 2015-2020;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis

    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:iab:iabjlr:v:55:p:art.01. 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: IAB, Geschäftsbereich Wissenschaftliche Fachinformation und Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/iabbbde.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.