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The role of observed and unobserved heterogeneity in the duration of unemployment

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  • Hie Joo Ahn

Abstract

This paper studies the degree to which observable and unobservable worker characteristics account for the variation in the aggregate duration of unemployment. I model the distribution of unobserved worker heterogeneity as time varying to capture the interaction of latent attributes with changes in labor‐market conditions. Unobserved heterogeneity is the main explanation for the duration dependence of unemployment hazards. Both cyclical and low‐frequency variations in the mean duration of unemployment are mainly driven by one subgroup: workers who, for unobserved reasons, stay unemployed for a long time. In contrast, changes in the composition of observable characteristics of workers have negligible effects.

Suggested Citation

  • 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.
    • Handle: RePEc:wly:japmet:v:38:y:2023:i:1:p:3-23
    DOI: 10.1002/jae.2940
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    1. Andreas Hornstein & Marianna Kudlyak, 2019. "Aggregate Labor Force Participation and Unemployment and Demographic Trends," Working Paper Series 2019-7, Federal Reserve Bank of San Francisco.
    2. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2017. "Declining Dynamism, Allocative Efficiency, and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 107(5), pages 322-326, May.
    3. Edward P. Lazear & James R. Spletzer, 2012. "Hiring, Churn, and the Business Cycle," American Economic Review, American Economic Association, vol. 102(3), pages 575-579, May.
    4. Henry S. Farber & Jesse Rothstein & Robert G. Valletta, 2015. "The Effect of Extended Unemployment Insurance Benefits: Evidence from the 2012-2013 Phase-Out," American Economic Review, American Economic Association, vol. 105(5), pages 171-176, May.
    5. Katz, Lawrence F. & Meyer, Bruce D., 1990. "The impact of the potential duration of unemployment benefits on the duration of unemployment," Journal of Public Economics, Elsevier, vol. 41(1), pages 45-72, February.
    6. Robert E. Hall & Marianna Kudlyak, 2019. "Job-Finding and Job-Losing: A Comprehensive Model of Heterogeneous Individual Labor-Market Dynamics," NBER Working Papers 25625, National Bureau of Economic Research, Inc.
    7. Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2010. "Business Volatility, Job Destruction, and Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 259-287, April.
    8. Robert Shimer & Katarina Borovickova & Fernando Alvarez, 2015. "The Proportional Hazard Model: Estimation and Testing using Price Change and Labor Market Data," 2015 Meeting Papers 1364, Society for Economic Dynamics.
    9. Shigeru Fujita & Giuseppe Moscarini, 2017. "Recall and Unemployment," American Economic Review, American Economic Association, vol. 107(12), pages 3875-3916, December.
    10. Michael R. Darby & John C. Haltiwanger & Mark W. Plant, 1986. "The Ins and Outs of Unemployment: The Ins Win," NBER Working Papers 1997, National Bureau of Economic Research, Inc.
    11. Andreas Hornstein, 2012. "Accounting for unemployment: the long and short of it," Working Paper 12-07, Federal Reserve Bank of Richmond.
    12. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2013. "Duration Dependence and Labor Market Conditions: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1123-1167.
    13. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2016. "Declining Business Dynamism: What We Know and the Way Forward," American Economic Review, American Economic Association, vol. 106(5), pages 203-207, May.
    14. Alison E. Weingarden, 2017. "Job Reallocation and Unemployment in Equilibrium," FEDS Notes 2017-04-20-2, Board of Governors of the Federal Reserve System (U.S.).
    15. 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.
    16. 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.
    17. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    18. Baker, Michael, 1992. "Unemployment Duration: Compositional Effects and Cyclical Variability," American Economic Review, American Economic Association, vol. 82(1), pages 313-321, March.
    19. Hie Joo Ahn & James D. Hamilton, 2020. "Heterogeneity and Unemployment Dynamics," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 554-569, July.
    20. Alison E. Weingarden, 2020. "Worker Churn at Establishments over the Business Cycle," FEDS Notes 2020-08-24, Board of Governors of the Federal Reserve System (U.S.).
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    1. Ahn, Hie Joo, 2023. "Duration structure of unemployment hazards and the trend unemployment rate," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).

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