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Application Flows

Author

Listed:
  • Davis, Steven J.

    (Hoover Institution)

  • Samaniego de la Parra, Brenda

    (University of California, Santa Cruz)

Abstract
We build and analyze a new U.S. database that links 125 million applications to job vacancies and employer-side clients on Dice.com, an online platform for jobs and workers in software design, computer systems, engineering, financial analysis, management consulting, and other occupations that require technical skills. We find, first, that posting durations are quite short, often only two or three days, with a median of seven days. Second, labor market tightness has tiny effects on posting durations. Third, job seekers display a striking propensity to target new postings, with almost half of applications flowing to openings posted in the past 48 hours. Fourth, applications per posting are much too uneven to reflect random search, even within narrow market segments and job categories. Moreover, posted offer wages play no role in explaining the deviations from a random-search benchmark. Fifth, intermediaries play a huge role on both sides of the platform: Recruitment and staffing firms account for two-thirds of all postings and attract most of the applications. We relate these and other findings to theories of labor market search.

Suggested Citation

  • Davis, Steven J. & Samaniego de la Parra, Brenda, 2024. "Application Flows," IZA Discussion Papers 16903, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp16903
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    References listed on IDEAS

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    1. Henry Hyatt & James Spletzer, 2013. "The recent decline in employment dynamics," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-21, December.
    2. Christopher T. Stanton & Catherine Thomas, 2016. "Landing the First Job: The Value of Intermediaries in Online Hiring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 810-854.
    3. Galenianos, Manolis & Kircher, Philipp, 2009. "Directed search with multiple job applications," Journal of Economic Theory, Elsevier, vol. 144(2), pages 445-471, March.
    4. Robert E. Hall & Alan B. Krueger, 2012. "Evidence on the Incidence of Wage Posting, Wage Bargaining, and On-the-Job Search," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 56-67, October.
    5. Barron, John M & Bishop, John & Dunkelberg, William C, 1985. "Employer Search: The Interviewing and Hiring of New Employees," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 43-52, February.
    6. 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.
    7. Jos van Ommeren & Giovanni Russo, 2014. "Firm Recruitment Behaviour: Sequential or Non-sequential Search?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 432-455, June.
    8. 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.
    9. Randall Wright & Philipp Kircher & Benoît Julien & Veronica Guerrieri, 2021. "Directed Search and Competitive Search Equilibrium: A Guided Tour," Journal of Economic Literature, American Economic Association, vol. 59(1), pages 90-148, March.
    10. Philipp Kircher, 2009. "Efficiency of Simultaneous Search," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 861-913, October.
    11. Simon Mongey & Giovanni L. Violante, 2019. "Macro Recruiting Intensity from Micro Data," NBER Working Papers 26231, National Bureau of Economic Research, Inc.
    12. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2012. "Recruiting Intensity during and after the Great Recession: National and Industry Evidence," American Economic Review, American Economic Association, vol. 102(3), pages 584-588, May.
    13. Steven J. Davis & John Haltiwanger & Ron Jarmin & Javier Miranda, 2007. "Volatility and Dispersion in Business Growth Rates: Publicly Traded versus Privately Held Firms," NBER Chapters, in: NBER Macroeconomics Annual 2006, Volume 21, pages 107-180, National Bureau of Economic Research, Inc.
    14. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    15. Dale T. Mortensen & Randall Wright, 2002. "Competitive Pricing and Efficiency in Search Equilibrium," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 1-20, February.
    16. Pieter A. Gautier & Christian L. Holzner, 2017. "Simultaneous Search and Efficiency of Entry and Search Intensity," American Economic Journal: Microeconomics, American Economic Association, vol. 9(3), pages 245-282, August.
    17. 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.
    18. Susan N. Houseman & Carolyn Heinrich, 2015. "Temporary Help Employment in Recession and Recovery," Upjohn Working Papers 15-227, W.E. Upjohn Institute for Employment Research.
    19. Gautier, Pieter A., 2002. "Non-sequential search, screening externalities and the public good role of recruitment offices," Economic Modelling, Elsevier, vol. 19(2), pages 179-196, March.
    20. 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.
    21. Daron Acemoglu, 1996. "A Microfoundation for Social Increasing Returns in Human Capital Accumulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 779-804.
    22. Alicia Sasser Modestino & Daniel Shoag & Joshua Ballance, 2020. "Upskilling: Do Employers Demand Greater Skill When Workers Are Plentiful?," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 793-805, October.
    23. Peter A. Diamond, 1982. "Wage Determination and Efficiency in Search Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 217-227.
    24. Steven J. Davis, 2001. "The Quality Distribution of Jobs and the Structure of Wages in Search Equilibrium," NBER Working Papers 8434, National Bureau of Economic Research, Inc.
    25. James D. Montgomery, 1991. "Equilibrium Wage Dispersion and Interindustry Wage Differentials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 163-179.
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    Cited by:

    1. Jennifer Hunt & Carolyn Moehling, 2024. "Do Female–Owned Employment Agencies Mitigate Discrimination and Expand Opportunity for Women?," NBER Working Papers 32383, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    worker applications; job vacancies; intermediaries; tightness; vacancy durations; non-sequential search; staffing firms; recruitment firms;
    All these keywords.

    JEL classification:

    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • M5 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

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