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Vacancies, employment outcomes and firm growth: Evidence from Denmark

Author

Listed:
  • Jesper Bagger

    (University of London [London], Aarhus University [Aarhus])

  • Francois Fontaine

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, PJSE - Paris Jourdan Sciences Economiques - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

  • Manolis Galenianos

    (University of London [London])

  • Ija Trapeznikova

    (University of London [London])

Abstract

We use comprehensive data from Denmark that merge online job advertisements with a matched employer-employee dataset and a firm-level dataset with information on revenues and value added to study the relationship between vacancy-posting and various firm outcomes. Vacancy-posting is associated with a 4.4 percentage point increase in a firm's hiring rate and 85% of the additional hiring occurs within two months. The response of hiring from employment is twice as large as the response of hiring from non-employment. Firms that are smaller, low-wage and fast-growing are associated with larger hiring responses and that response materializes faster at larger firms, low-wage firms and fast-growing firms. We also find that separations are associated with subsequent vacancy-posting and this effect is stronger for separations to employment, consistent with replacement hiring and the presence of vacancy chains. Growth in revenue and value added strongly predict vacancy-posting, with negative shocks having a stronger effect than positive shocks and larger shocks having less-than-proportional responses.

Suggested Citation

  • Jesper Bagger & Francois Fontaine & Manolis Galenianos & Ija Trapeznikova, 2022. "Vacancies, employment outcomes and firm growth: Evidence from Denmark," Post-Print halshs-03761444, HAL.
  • Handle: RePEc:hal:journl:halshs-03761444
    DOI: 10.1016/j.labeco.2021.102103
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    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. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    4. Manolis Galenianos, 2013. "Learning About Match Quality and the Use of Referrals," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(4), pages 668-690, October.
    5. Andreas I Mueller & Damian Osterwalder & Josef Zweimüller & Andreas Kettemann, 2024. "Vacancy Durations and Entry Wages: Evidence from Linked Vacancy–Employer–Employee Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(3), pages 1807-1841.
    6. Faberman, R. Jason & Menzio, Guido, 2018. "Evidence on the relationship between recruiting and the starting wage," Labour Economics, Elsevier, vol. 50(C), pages 67-79.
    7. Barron, John M & Bishop, John, 1985. "Extensive Search, Intensive Search, and Hiring Costs: New Evidence on Employer Hiring Activity," Economic Inquiry, Western Economic Association International, vol. 23(3), pages 363-382, July.
    8. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2005. "Insurance within the Firm," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1054-1087, October.
    9. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    10. Yusuf Mercan & Benjamin Schoefer, 2020. "Jobs and Matches: Quits, Replacement Hiring, and Vacancy Chains," American Economic Review: Insights, American Economic Association, vol. 2(1), pages 101-124, March.
    11. Giuseppe Moscarini & Fabien Postel-Vinay, 2016. "Did the Job Ladder Fail after the Great Recession?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 55-93.
    12. van Ours, Jan & Ridder, Geert, 1991. "Cyclical variation in vacancy durations and vacancy flows : An empirical analysis," European Economic Review, Elsevier, vol. 35(5), pages 1143-1155, July.
    13. Lund, Christian Giødesen & Vejlin, Rune, 2016. "Documenting and Improving the Hourly Wage Measure in the Danish IDA Database," Nationaløkonomisk tidsskrift, Nationaløkonomisk Forening, vol. 2016(1), pages 1-35.
    14. van Ours, J C & Ridder, G, 1993. "Vacancy Durations: Search or Selection?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(2), pages 187-198, May.
    15. 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.
    16. Ioana Marinescu & Ronald Wolthoff, 2020. "Opening the Black Box of the Matching Function: The Power of Words," Journal of Labor Economics, University of Chicago Press, vol. 38(2), pages 535-568.
    17. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    18. Burdett, Kenneth & Cunningham, Elizabeth J, 1998. "Toward a Theory of Vacancies," Journal of Labor Economics, University of Chicago Press, vol. 16(3), pages 445-478, July.
    19. Costas Meghir & Luigi Pistaferri, 2004. "Income Variance Dynamics and Heterogeneity," Econometrica, Econometric Society, vol. 72(1), pages 1-32, January.
    20. van Ours, Jan & Ridder, Geert, 1992. "Vacancies and the Recruitment of New Employees," Journal of Labor Economics, University of Chicago Press, vol. 10(2), pages 138-155, April.
    21. Stefano Banfi & Benjamín Villena-Roldán, 2019. "Do High-Wage Jobs Attract More Applicants? Directed Search Evidence from the Online Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 37(3), pages 715-746.
    22. R. Jason Faberman & Eva Nagypal, 2008. "Quits, worker recruitment, and firm growth: theory and evidence," Working Papers 08-13, Federal Reserve Bank of Philadelphia.
    23. Abowd, John M & Card, David, 1989. "On the Covariance Structure of Earnings and Hours Changes," Econometrica, Econometric Society, vol. 57(2), pages 411-445, March.
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    Cited by:

    1. Atkins, Rachel M.B. & Hernández-Lagos, Pablo & Jara-Figueroa, Cristian & Seamans, Robert, 2023. "JUE Insight: What is the impact of opportunity zones on job postings?," Journal of Urban Economics, Elsevier, vol. 136(C).
    2. André Dumas Tsambou & Lionie Mafang & Thierno Malick Diallo & Benjamin Fomba Kamga, 2024. "Impact of job training program on employment outcomes in Senegal," SN Business & Economics, Springer, vol. 4(8), pages 1-33, August.
    3. Moser, Christian & Saidi, Farzad & Wirth, Benjamin & Wolter, Stefanie, 2020. "Credit Supply, Firms, and Earnings Inequality," MPRA Paper 100371, University Library of Munich, Germany.
    4. Maibom, Jonas & Vejlin, Rune Majlund, 2021. "Passthrough of Firm Performance to Income and Employment Stability," IZA Discussion Papers 14131, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    Vacancies; Hiring; Separations; Employment growth; Firm growth; Value added; Revenue;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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