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Jobless Recovery: A Time Series Look at the United States

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  • James DeNicco

    (Rice University)

  • Christopher A. Laincz

    (Drexel University)

Abstract

We use vector auto regression models controlling for log differences in gross domestic product (GDP), the unemployment rate, and changes in the unemployment rate to show that following a recession, the rate of decrease in the unemployment rate significantly slowed over time. Controlling for GDP growth rates, we find two structural breaks indicating weaker recoveries in the unemployment rate over time, i.e. recoveries that are increasingly jobless. The first break is in 1959, and the second is in 1984 coinciding with the usual timing of the Great Moderation. Using the 7.85% unemployment rate at the end of 2012 and assuming average annual recovery growth of 2%, the structural breaks imply an additional two full years are necessary to return to a historical long-run average of 5.5%. We empirically explore possible causes proposed in the literature including industry composition, participation rates and social benefits. Demographic shifts in the labor force and changing industry composition appear to be the strongest contributors to jobless recovery.

Suggested Citation

  • James DeNicco & Christopher A. Laincz, 2018. "Jobless Recovery: A Time Series Look at the United States," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 46(1), pages 3-25, March.
    • Handle: RePEc:kap:atlecj:v:46:y:2018:i:1:d:10.1007_s11293-018-9569-7
    DOI: 10.1007/s11293-018-9569-7
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    References listed on IDEAS

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    1. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    2. Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
    3. Robert E. Hall, 2006. "Job Loss, Job Finding and Unemployment in the US Economy over the Past Fifty Years," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 101-166, National Bureau of Economic Research, Inc.
    4. Faberman, R. Jason, 2017. "Job flows, jobless recoveries, and the Great Moderation," Journal of Economic Dynamics and Control, Elsevier, vol. 76(C), pages 152-170.
    5. Erica L. Groshen & Simon M. Potter, 2003. "Has structural change contributed to a jobless recovery?," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 9(Aug).
    6. Chinn, Menzie & Ferrara, Laurent & Mignon, Valérie, 2014. "Explaining US employment growth after the great recession: The role of output–employment non-linearities," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 118-129.
    7. Olivier Blanchard & John Simon, 2001. "The Long and Large Decline in U.S. Output Volatility," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 135-174.
    8. Shigeru Fujita & Garey Ramey, 2009. "The Cyclicality Of Separation And Job Finding Rates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 415-430, May.
    9. Peretto, Pietro F., 2021. "The employment and output of Nations: Theory and policy implications," Economic Modelling, Elsevier, vol. 103(C).
    10. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    11. Gabriel Perez-Quiros & Margaret M. McConnell, 2000. "Output Fluctuations in the United States: What Has Changed since the Early 1980's?," American Economic Review, American Economic Association, vol. 90(5), pages 1464-1476, December.
    12. Donald W. K. Andrews, 2003. "Tests for Parameter Instability and Structural Change with Unknown Change Point: A Corrigendum," Econometrica, Econometric Society, vol. 71(1), pages 395-397, January.
    13. 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.
    14. MacLeod, W Bentley & Malcomson, James M, 1998. "Motivation and Markets," American Economic Review, American Economic Association, vol. 88(3), pages 388-411, June.
    15. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    16. Merz, Monika, 1999. "Time Series Evidence of Unemployment Flows: The Sample Period Matters," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(3), pages 324-334, July.
    17. Paramsothy Silvapulle & Imad Moosa & Mervyn Silvapulle, 2004. "Asymmetry in Okun's law," Canadian Journal of Economics, Canadian Economics Association, vol. 37(2), pages 353-374, May.
    18. Panovska, Irina B., 2017. "What Explains The Recent Jobless Recoveries?," Macroeconomic Dynamics, Cambridge University Press, vol. 21(3), pages 708-732, April.
    19. Evans, George W, 1989. "Output and Unemployment Dynamics in the United States: 1950-1985," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(3), pages 213-237, July-Sept.
    20. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
    21. Gabriel Perez-Quiros & Margaret M. McConnell, 2000. "Output Fluctuations in the United States: What Has Changed since the Early 1980's?," American Economic Review, American Economic Association, vol. 90(5), pages 1464-1476, December.
    22. John D. Burger & Jeremy S. Schwartz, 2015. "Productive Recessions And Jobless Recoveries," Contemporary Economic Policy, Western Economic Association International, vol. 33(4), pages 636-648, October.
    23. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
    24. Daniel Aaronson & Ellen R. Rissman & Daniel G. Sullivan, 2004. "Assessing the jobless recovery," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 28(Q II), pages 2-21.
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    Cited by:

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