IDEAS home Printed from https://ideas.repec.org/p/fip/fedlwp/2007-013.html
   My bibliography  Save this paper

Whatever happened to the business cycle? a Bayesian analysis of jobless recoveries

Author

Listed:
  • Kristie M. Engemann
  • Michael T. Owyang

Abstract

During the typical recovery from U.S. post-War period economic downturns, employment recovers to its pre-recession level within months of the output trough. However, during the last two recoveries, employment has taken up to two years to achieve its pre-recession benchmark. We propose a formal empirical model of business cycles with recovery periods to demonstrate that the last two recoveries have been statistically different from previous experiences. We find that this difference can be attributed to a shift in the speed of transition between business cycle regimes. Moreover, we find this shift results from both durable and non-durable manufacturing sectors losing their cyclical characteristics. We argue that this finding of acyclicality in post-1980 manufacturing sectors is consistent with previous hypotheses (e.g., improved inventory management) regarding the reduction in macroeconomic volatility over the same period. These results suggest a link between the two phenomena, which have heretofore been studied separately.

Suggested Citation

  • Kristie M. Engemann & Michael T. Owyang, 2007. "Whatever happened to the business cycle? a Bayesian analysis of jobless recoveries," Working Papers 2007-013, Federal Reserve Bank of St. Louis.
    • Handle: RePEc:fip:fedlwp:2007-013
    as

    Download full text from publisher

    File URL: http://research.stlouisfed.org/wp/2007/2007-013.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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).
    3. Chang‐Jin Kim & James Morley & Jeremy Piger, 2005. "Nonlinearity and the permanent effects of recessions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 291-309.
    4. Owyang, Michael T. & Piger, Jeremy & Wall, Howard J., 2008. "A state-level analysis of the Great Moderation," Regional Science and Urban Economics, Elsevier, vol. 38(6), pages 578-589, November.
    5. Álvaro Escribano & Oscar Jordá, 2001. "Testing nonlinearity: Decision rules for selecting between logistic and exponential STAR models," Spanish Economic Review, Springer;Spanish Economic Association, vol. 3(3), pages 193-209.
    6. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    7. Stacey L. Schreft & Aarti Singh, 2003. "A closer look at jobless recoveries," Economic Review, Federal Reserve Bank of Kansas City, vol. 88(Q II), pages 45-73.
    8. Ashley Hodgson & Stacey L. Schreft & Aarti Singh, 2005. "Jobless recoveries and the wait-and-see hypothesis," Economic Review, Federal Reserve Bank of Kansas City, vol. 90(Q IV), pages 81-99.
    9. Bradley P. Carlin & Alan E. Gelfand & Adrian F. M. Smith, 1992. "Hierarchical Bayesian Analysis of Changepoint Problems," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 41(2), pages 389-405, June.
    10. Holmes, Mark J. & Silverstone, Brian, 2006. "Okun's law, asymmetries and jobless recoveries in the United States: A Markov-switching approach," Economics Letters, Elsevier, vol. 92(2), pages 293-299, August.
    11. Daniel J. Vine & Valerie A. Ramey, 2006. "Declining Volatility in the U.S. Automobile Industry," American Economic Review, American Economic Association, vol. 96(5), pages 1876-1889, December.
    12. Margaret M. McConnell & Gabriel Perez-Quiros, 2000. "Output fluctuations in the United States: what has changed since the early 1980s?," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
    13. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1.
    14. Hedibert F. Lopes & Esther Salazar, 2006. "Bayesian Model Uncertainty In Smooth Transition Autoregressions," Journal of Time Series Analysis, Wiley Blackwell, vol. 27(1), pages 99-117, January.
    15. Chib S. & Jeliazkov I., 2001. "Marginal Likelihood From the Metropolis-Hastings Output," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 270-281, March.
    16. Mark E. Schweitzer, 2003. "Another jobless recovery?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Mar.
    17. Kathryn Koenders & Richard Rogerson, 2005. "Organizational dynamics over the business cycle: a view on jobless recoveries," Review, Federal Reserve Bank of St. Louis, vol. 87(Jul), pages 555-580.
    18. R. Jason Faberman, 2004. "Gross Job Flows over the Past Two Business Cycles: Not all 'Recoveries' are Created Equal," Working Papers 372, U.S. Bureau of Labor Statistics.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Kevin x.d. Huang & Jie Chen & Zhe Li & Jianfei Sun, 2014. "Financial Conditions and Slow Recoveries," Vanderbilt University Department of Economics Working Papers 14-00004, Vanderbilt University Department of Economics.
    3. Guisinger Amy Y. & Jackson Laura E. & Owyang Michael T., 2024. "Age and gender differentials in unemployment and hysteresis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 28(4), pages 567-581.
    4. Michael Dueker & Laura E Jackson & Michael T Owyang & Martin Sola, 2023. "A time-varying threshold STAR model with applications," Oxford Open Economics, Oxford University Press, vol. 2, pages 63-98.
    5. Fabio Méndez & Jared D. Reber & Jeremy Schwartz, 2016. "A New Approach to the Study of Jobless Recoveries," Southern Economic Journal, John Wiley & Sons, vol. 83(2), pages 573-589, October.
    6. Barnett, Alina & Mumtaz, Haroon & Theodoridis, Konstantinos, 2014. "Forecasting UK GDP growth and inflation under structural change. A comparison of models with time-varying parameters," International Journal of Forecasting, Elsevier, vol. 30(1), pages 129-143.
    7. Compagnucci, Fabiano & Gentili, Andrea & Valentini, Enzo & Gallegati, Mauro, 2021. "Have jobs and wages stopped rising? Productivity and structural change in advanced countries," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 412-430.
    8. Panovska, Irina & Ramamurthy, Srikanth, 2022. "Decomposing the output gap with inflation learning," Journal of Economic Dynamics and Control, Elsevier, vol. 136(C).
    9. Bradley Michael D. & Jansen Dennis W., 2018. "Nonlinear evidence on the existence of jobless recoveries," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 22(1), pages 1-19, February.
    10. Donayre, Luiggi, 2022. "On the behavior of Okun's law across business cycles," Economic Modelling, Elsevier, vol. 112(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Neville Francis & Laura E. Jackson & Michael T. Owyang, 2018. "Countercyclical Policy and the Speed of Recovery after Recessions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(4), pages 675-704, June.
    2. 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.
    3. Compagnucci, Fabiano & Gentili, Andrea & Valentini, Enzo & Gallegati, Mauro, 2021. "Have jobs and wages stopped rising? Productivity and structural change in advanced countries," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 412-430.
    4. Engemann, Kristie M. & Kliesen, Kevin L. & Owyang, Michael T., 2011. "Do Oil Shocks Drive Business Cycles? Some U.S. And International Evidence," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 498-517, November.
    5. Sinclair Tara M, 2009. "Asymmetry in the Business Cycle: Friedman's Plucking Model with Correlated Innovations," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 14(1), pages 1-31, December.
    6. Edward S. Knotek & Stephen J. Terry, 2009. "How will unemployment fare following the recession?," Economic Review, Federal Reserve Bank of Kansas City, vol. 94(Q III), pages 5-33.
    7. Jochen Hartwig, 2014. "Testing Okun’s law with Swiss industry data," Applied Economics, Taylor & Francis Journals, vol. 46(29), pages 3581-3590, October.
    8. Çakmaklı, Cem & Paap, Richard & van Dijk, Dick, 2013. "Measuring and predicting heterogeneous recessions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(11), pages 2195-2216.
    9. Morley James & Piger Jeremy & Tien Pao-Lin, 2013. "Reproducing business cycle features: are nonlinear dynamics a proxy for multivariate information?," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 17(5), pages 483-498, December.
    10. Camacho, Maximo & Perez Quiros, Gabriel & Rodriguez Mendizabal, Hugo, 2011. "High-growth recoveries, inventories and the Great Moderation," Journal of Economic Dynamics and Control, Elsevier, vol. 35(8), pages 1322-1339, August.
    11. DAVID E. ALLEN & MICHAEL McALEER & ROBERT J. POWELL & ABHAY K. SINGH, 2018. "Non-Parametric Multiple Change Point Analysis Of The Global Financial Crisis," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 13(02), pages 1-23, June.
    12. Kevin x.d. Huang & Jie Chen & Zhe Li & Jianfei Sun, 2014. "Financial Conditions and Slow Recoveries," Vanderbilt University Department of Economics Working Papers 14-00004, Vanderbilt University Department of Economics.
    13. Wall, Howard, 2023. "The Great, Greater, and Greatest Recessions of US States," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 53(1), January.
    14. Masaru Chiba, 2023. "Robust and efficient specification tests in Markov-switching autoregressive models," Statistical Inference for Stochastic Processes, Springer, vol. 26(1), pages 99-137, April.
    15. Penelope A. Smith & Peter M. Summers, 2005. "How well do Markov switching models describe actual business cycles? The case of synchronization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 253-274.
    16. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: Changes in the Volatility of Economic Activity at the Macro and Micro Levels," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 155-180, Fall.
    17. Owyang, Michael T. & Piger, Jeremy & Wall, Howard J., 2008. "A state-level analysis of the Great Moderation," Regional Science and Urban Economics, Elsevier, vol. 38(6), pages 578-589, November.
    18. Sui Luo & Yu‐Fan Huang & Richard Startz, 2021. "Are Recoveries all the Same: GDP and TFP?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(5), pages 1111-1129, October.
    19. Yunjong Eo & James Morley, 2022. "Why Has the U.S. Economy Stagnated since the Great Recession?," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 246-258, May.
    20. L.A. Gil-Alana, 2005. "Fractional Cyclical Structures & Business Cycles in the Specification of the US Real Output," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 99-126.

    More about this item

    Keywords

    Business cycles; Labor market;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:fedlwp:2007-013. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Anna Oates (email available below). General contact details of provider: https://edirc.repec.org/data/frbslus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.