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Employment Reallocation and Unemployment Revisited: A Quantile Regression Approach

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  • T. Panagiotidis
  • G. Pelloni

Abstract

This study revisits the sectoral shifts hypothesis for the US for the period 1948 to 2011. A quantile regression approach is employed in order to investigate the asymmetric nature of the relationship between sectoral employment and unemployment. Significant asymmetries emerge. Lilien s dispersion index is significant only for relatively high levels of unemployment and becomes insignificant for low levels suggesting that reallocation affects unemployment only when the latter is high. More job reallocation is associated with higher unemployment.

Suggested Citation

  • T. Panagiotidis & G. Pelloni, 2013. "Employment Reallocation and Unemployment Revisited: A Quantile Regression Approach," Working Papers wp881, Dipartimento Scienze Economiche, Universita' di Bologna.
  • Handle: RePEc:bol:bodewp:wp881
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    References listed on IDEAS

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    1. Michael P. Keane, 1993. "Individual Heterogeneity and Interindustry Wage Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 28(1), pages 134-161.
    2. Abraham, Katharine G & Katz, Lawrence F, 1986. "Cyclical Unemployment: Sectoral Shifts or Aggregate Disturbances?," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 507-522, June.
    3. John Haltiwanger & Steven J. Davis, 1999. "On the Driving Forces behind Cyclical Movements in Employment and Job Reallocation," American Economic Review, American Economic Association, vol. 89(5), pages 1234-1258, December.
    4. Koenker, Roger & Machado, Jose A. F., 1999. "GMM inference when the number of moment conditions is large," Journal of Econometrics, Elsevier, vol. 93(2), pages 327-344, December.
    5. Lilien, David M, 1982. "Sectoral Shifts and Cyclical Unemployment," Journal of Political Economy, University of Chicago Press, vol. 90(4), pages 777-793, August.
    6. Loungani, Prakash, 1986. "Oil Price Shocks and the Dispersion Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 536-539, August.
    7. repec:rim:rimwps:27-08 is not listed on IDEAS
    8. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    9. Davis, S.J., 1988. "Allocative Disturbances And Temporal Asymmetry In Unemployment Rate Fluctuations," Papers 88-57, Chicago - Graduate School of Business.
    10. Heller,Walter P. & Starr,Ross M. & Starrett,David A. (ed.), 1986. "Essays in Honor of Kenneth J. Arrow," Cambridge Books, Cambridge University Press, number 9780521327046, January.
    11. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    12. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, January.
    13. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    14. Theodore Panagiotidis & Gianluigi Pelloni, 2003. "Macroeconomic Effects of Reallocation Shocks: A generalised impulse response function analysis for three European countries," Discussion Paper Series 2003_15, Department of Economics, Loughborough University, revised Dec 2003.
    15. Giovanni Gallipoli & Gianluigi Pelloni, 2008. "Aggregate Shocks vs Reallocation Shocks: an Appraisal of the Applied Literature," Working Paper series 27_08, Rimini Centre for Economic Analysis.
    16. Heller,Walter P. & Starr,Ross M. & Starrett,David A. (ed.), 1986. "Essays in Honor of Kenneth J. Arrow," Cambridge Books, Cambridge University Press, number 9780521304542, January.
    17. Michael P. Keane, 1990. "Sectoral shift theories of unemployment: evidence from panel data," Discussion Paper / Institute for Empirical Macroeconomics 28, Federal Reserve Bank of Minneapolis.
    18. Gianluigi Pelloni & Wolfgang Polasek, 2003. "Macroeconomic Effects of Sectoral Shocks in Germany, The U.K. and, The U.S. A VAR-GARCH-M Approach," Computational Economics, Springer;Society for Computational Economics, vol. 21(1), pages 65-85, February.
    19. Panagiotidis, Theodore & Pelloni, Gianluigi, 2007. "Nonlinearity In The Canadian And U.S. Labor Markets: Univariate And Multivariate Evidence From A Battery Of Tests," Macroeconomic Dynamics, Cambridge University Press, vol. 11(5), pages 613-637, November.
    20. Heller,Walter P. & Starr,Ross M. & Starrett,David A. (ed.), 1986. "Essays in Honor of Kenneth J. Arrow," Cambridge Books, Cambridge University Press, number 9780521304559, January.
    21. Kenneth F. Wallis, 1987. "Time Series Analysis Of Bounded Economic Variables," Journal of Time Series Analysis, Wiley Blackwell, vol. 8(1), pages 115-123, January.
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    Cited by:

    1. Yanggyu Byun & Hae-shin Hwang, 2015. "Sectoral shifts or aggregate shocks? A new test of sectoral shifts hypothesis," Empirical Economics, Springer, vol. 49(2), pages 481-502, September.
    2. Giovanni Gallipoli & Gianluigi Pelloni, 2013. "Macroeconomic Effects of Job Reallocations: A Survey," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 5(2), pages 127-176, December.

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    More about this item

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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