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The Nature of Long-Term Unemployment: Predictability, Heterogeneity and Selection

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  • Andreas I. Mueller
  • Johannes Spinnewijn

Abstract

This paper studies the predictability of long-term unemployment (LTU) using rich administrative data from Sweden. We establish substantial heterogeneity in LTU risk across individuals, accounting for both observed and unobserved heterogeneity using a wide range of observable predictors and multiple spell outcomes respectively. We apply our prediction algorithm to study the dynamics of job finding over the unemployment spell and the business cycle. Selection effects can explain most of the decline in average job finding over the unemployment spell, but little of its cyclicality. We also find sizeable heterogeneity in the profiles of job finding over the unemployment spell, but not so over the business cycle.

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  • Andreas I. Mueller & Johannes Spinnewijn, 2023. "The Nature of Long-Term Unemployment: Predictability, Heterogeneity and Selection," NBER Working Papers 30979, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:30979
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    References listed on IDEAS

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    4. 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.
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    Cited by:

    1. Hie Joo Ahn & Bart Hobijn & Ayşegül Şahin, 2023. "The Dual U.S. Labor Market Uncovered," NBER Working Papers 31241, National Bureau of Economic Research, Inc.
    2. Acosta, Miguel & Mueller, Andreas I. & Nakamura, Emi & Steinsson, Jón, 2023. "Macroeconomic Effects of UI Extensions at Short and Long Durations," IZA Discussion Papers 16400, Institute of Labor Economics (IZA).
    3. Susan Athey & Lisa K. Simon & Oskar N. Skans & Johan Vikstrom & Yaroslav Yakymovych, 2023. "The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets," Papers 2307.06684, arXiv.org, revised Feb 2024.

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    More about this item

    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
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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