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Statistical Discrimination and Duration Dependence in the Job Finding Rate

Author

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  • Gregor Jarosch
  • Laura Pilossoph

Abstract

This article models a frictional labour market where employers endogenously discriminate against the long-term unemployed. The estimated model replicates recent experimental evidence which documents that interview invitations for observationally equivalent workers fall sharply as unemployment duration progresses. We use the model to quantitatively assess the consequences of such employer behaviour for job finding rates and long-term unemployment and find only modest effects given the large decline in callbacks. Interviews lost to duration impact individual job finding rates solely if they would have led to jobs. We show that such instances are rare when firms discriminate in anticipation of an ultimately unsuccessful application. Discrimination in callbacks is thus largely a response to dynamic selection, with limited consequences for structural duration dependence and long-term unemployment.

Suggested Citation

  • Gregor Jarosch & Laura Pilossoph, 2019. "Statistical Discrimination and Duration Dependence in the Job Finding Rate," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1631-1665.
  • Handle: RePEc:oup:restud:v:86:y:2019:i:4:p:1631-1665.
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    File URL: http://hdl.handle.net/10.1093/restud/rdy055
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    Cited by:

    1. Camarero Garcia, Sebastian & Hansch, Michelle, 2020. "The effect of unemployment insurance benefits on (self-)employment: Two sides of the same coin?," ZEW Discussion Papers 20-062, ZEW - Leibniz Centre for European Economic Research.
    2. Jiadong Gu & Peter Norman, 2020. "A Search Model of Statistical Discrimination," Papers 2004.06645, arXiv.org, revised Apr 2020.
    3. Kristle R. Cortes & Andrew Glover & Murat Tasci, 2022. "The Unintended Consequences of Employer Credit Check Bans for Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 104(5), pages 997-1009, December.
    4. Lalive, Rafael & Card, David & Colella, Fabrizio, 2021. "Gender Preferences in Job Vacancies and Workplace Gender Diversity," CEPR Discussion Papers 16619, C.E.P.R. Discussion Papers.
    5. Van Belle, Eva & Caers, Ralf & De Couck, Marijke & Di Stasio, Valentina & Baert, Stijn, 2017. "Why Is Unemployment Duration a Sorting Criterion in Hiring?," IZA Discussion Papers 10876, Institute of Labor Economics (IZA).
    6. Fatih Karahan & Serdar Ozkan & Jae Song, 2019. "Anatomy of Lifetime Earnings Inequality: Heterogeneity in Job Ladder Risk vs. Human Capital," Staff Reports 908, Federal Reserve Bank of New York.
    7. Andreas I. Mueller & Johannes Spinnewijn & Giorgio Topa, 2021. "Job Seekers' Perceptions and Employment Prospects: Heterogeneity, Duration Dependence, and Bias," American Economic Review, American Economic Association, vol. 111(1), pages 324-363, January.
    8. Hie Ahn & James Hamilton, 2016. "Heterogeneity and Unemployment Dynamics," Working Papers id:11130, eSocialSciences.
    9. Hie Joo Ahn, 2023. "The role of observed and unobserved heterogeneity in the duration of unemployment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(1), pages 3-23, January.
    10. Chodorow-Reich, Gabriel & Coglianese, John, 2021. "Projecting unemployment durations: A factor-flows simulation approach with application to the COVID-19 recession," Journal of Public Economics, Elsevier, vol. 197(C).
    11. Cahuc, Pierre & Carcillo, Stéphane & Minea, Andreea & Valfort, Marie-Anne, 2019. "When Correspondence Studies Fail to Detect Hiring Discrimination," IZA Discussion Papers 12653, Institute of Labor Economics (IZA).
    12. Victoria Gregory & Guido Menzio & David G. Wiczer, 2021. "The Alpha Beta Gamma of the Labor Market," NBER Working Papers 28663, National Bureau of Economic Research, Inc.
    13. Mueller, Andreas I. & Spinnewijn, Johannes, 2023. "The Nature of Long-Term Unemployment: Predictability, Heterogeneity and Selection," IZA Discussion Papers 15955, Institute of Labor Economics (IZA).
    14. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo & Matthew Tudball, 2019. "Long Time Out: Unemployment and Joblessness in Canada and the United States," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 355-397.
    15. Güell, Maia & Lafuente, Cristina, 2019. "Unemployment Duration Variance Decomposition a la ABS: Evidence from Spain," CEPR Discussion Papers 13610, C.E.P.R. Discussion Papers.
    16. 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).
    17. Ioannis Kospentaris, 2021. "Unobserved Heterogeneity and Skill Loss in a Structural Model of Duration Dependence," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 280-303, January.
    18. Shuaizhang Feng & Lars Lefgren & Brennan C. Platt & Bingyong Zheng, 2019. "Job search under asymmetric information: endogenous wage dispersion and unemployment stigma," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 67(4), pages 817-851, June.
    19. Güell, Maia & Lafuente, Cristina, 2022. "Revisiting the determinants of unemployment duration: Variance decomposition à la ABS in Spain," Labour Economics, Elsevier, vol. 78(C).
    20. Gabriel P. Mathy, 2018. "Hysteresis and persistent long-term unemployment: the American Beveridge Curve of the Great Depression and World War II," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 12(1), pages 127-152, January.
    21. Shisham Adhikari & Athanasios Geromichalos & Ioannis Kospentaris, 2023. "How much work experience do you need to get your first job? The macroeconomic implications of bias against labor market entrants," Working Papers 357, University of California, Davis, Department of Economics.
    22. Div Bhagia, 2023. "Duration Dependence and Heterogeneity: Learning from Early Notice of Layoff," Papers 2305.17344, arXiv.org.
    23. Cordoba, Juan C. & Isojärvi, Anni & Li, Haoran, 2020. "Equilibrium Unemployment: The Role Of Discrimination," ISU General Staff Papers 202011140800001116, Iowa State University, Department of Economics.

    More about this item

    Keywords

    Duration dependence; Discrimination; Long-term unemployment;
    All these keywords.

    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
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J7 - Labor and Demographic Economics - - Labor Discrimination

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