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Heterogeneity and Unemployment Dynamics

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This paper develops new estimates of flows into and out of unemployment that allow for unobserved heterogeneity across workers as well as direct effects of unemployment duration on unemployment-exit probabilities. Unlike any previous paper in this literature, we develop a complete dynamic statistical model that allows us to measure the contribution of different shocks to the short-run, medium-run, and long-run variance of unemployment as well as to specific historical episodes. We find that changes in the inflows of newly unemployed are the key driver of economic recessions and identify an increase in permanent job loss as the most important factor.

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  • Hie Joo Ahn & James D. Hamilton, 2016. "Heterogeneity and Unemployment Dynamics," Finance and Economics Discussion Series 2016-12, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:2016-12
    DOI: 10.17016/FEDS.2016.012r1
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    Cited by:

    1. Pizzinelli, Carlo & Speigner, Bradley, 2017. "Matching efficiency and labour market heterogeneity in the United Kingdom," Bank of England working papers 667, Bank of England.
    2. Josefine Quast & Maik H. Wolters, 2022. "Reliable Real-Time Output Gap Estimates Based on a Modified Hamilton Filter," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 152-168, January.
    3. Hie Joo Ahn, 2016. "The Role of Observed and Unobserved Heterogeneity in the Duration of Unemployment Spells," Finance and Economics Discussion Series 2016-063r1, Board of Governors of the Federal Reserve System (U.S.), revised 25 Mar 2022.
    4. Ravn, Morten O. & Sterk, Vincent, 2017. "Job uncertainty and deep recessions," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 125-141.
    5. Carl Singleton, 2018. "Long‐Term Unemployment and the Great Recession: Evidence from UK Stocks and Flows," Scottish Journal of Political Economy, Scottish Economic Society, vol. 65(2), pages 105-126, May.
    6. 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.
    7. Similan Rujiwattanapong, 2019. "Unemployment Dynamics and Unemployment Insurance Extensions under Rational Expectations," 2019 Meeting Papers 232, Society for Economic Dynamics.
    8. Gorry, Aspen & Munro, David & vom Lehn, Christian, 2020. "Experience, skill composition, and the persistence of unemployment fluctuations," Labour Economics, Elsevier, vol. 63(C).

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    More about this item

    Keywords

    Business cycles; Great Recession; unemployment durations; Unobserved heterogeneity; Duration dependence; State space model; Extended Kalman filter;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure

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