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Cyclical dynamics of industrial production and employment: Markov chain-based estimates and tests

  • Altug, Sumru
  • Tan, Barış
  • Gencer, Gözde

The purpose of this paper is to understand differences in cyclical phenomena across a broad range of developed and emerging countries based on the behavior of two key economic times series—industrial production and employment. The paper characterizes the series in question as a recurring Markov chain. Univariate processes are estimated for each series individually, and a composite indicator is constructed by using information on both series. Based on tests of equality of the estimated Markov chains across countries as well as the expected times to switch between different states, we find evidence that (i) the developed and emerging economies are “de-coupled” from each other in terms of their cyclical dynamics, and (ii) the behavior of industrial production and employment growth are “de-coupled” for the emerging economies. Our results suggest new directions for the analysis of emerging economy cyclical fluctuations.

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Article provided by Elsevier in its journal Journal of Economic Dynamics and Control.

Volume (Year): 36 (2012)
Issue (Month): 10 ()
Pages: 1534-1550

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Handle: RePEc:eee:dyncon:v:36:y:2012:i:10:p:1534-1550
Contact details of provider: Web page: http://www.elsevier.com/locate/jedc

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  1. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," NBER Working Papers 1950, National Bureau of Economic Research, Inc.
  2. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2007. "Similarities and convergence in G-7 cycles," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 850-878, April.
  3. James H. Stock & Mark W. Watson, 2005. "Understanding Changes In International Business Cycle Dynamics," Journal of the European Economic Association, MIT Press, vol. 3(5), pages 968-1006, 09.
  4. M. Ayhan Kose & Christopher M. Towe & Guy Meredith, 2004. "How Has Nafta Affected the Mexican Economy? Review and Evidence," IMF Working Papers 04/59, International Monetary Fund.
  5. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
  6. Filardo, Andrew J, 1994. "Business-Cycle Phases and Their Transitional Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 299-308, July.
  7. Aysit Tansel & Elif Oznur Kan, 2012. "Labor Mobility Across The Formal/Informal Divide in Turkey: Evidence From Individual Level Data," ERC Working Papers 1201, ERC - Economic Research Center, Middle East Technical University, revised Jan 2012.
  8. Sumru Altug & Fabio Canova, 2012. "Do institutions and culture matter for business cycles?," Economics Working Papers 1314, Department of Economics and Business, Universitat Pompeu Fabra.
  9. Robert J. Hodrick & Edward Prescott, 1981. "Post-War U.S. Business Cycles: An Empirical Investigation," Discussion Papers 451, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
  10. Kim, Chang-Jin & Nelson, Charles R, 1999. "Friedman's Plucking Model of Business Fluctuations: Tests and Estimates of Permanent and Transitory Components," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(3), pages 317-34, August.
  11. Lumsdaine, Robin L. & Prasad, Eswar, 2002. "Identifying the Common Component of International Economic Fluctuations: A New Approach," IZA Discussion Papers 487, Institute for the Study of Labor (IZA).
  12. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2012. "Do institutional changes affect business cycles? Evidence from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1520-1533.
  13. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-28, April.
  14. De Pace, Pierangelo, 2013. "Currency Union, Free-Trade Areas, And Business Cycle Synchronization," Macroeconomic Dynamics, Cambridge University Press, vol. 17(03), pages 646-680, April.
  15. Marianne Baxter & Michael Kouparitsas, 2004. "Determinants of business cycle comovement: a robust analysis," Working Paper Series WP-04-14, Federal Reserve Bank of Chicago.
  16. Jordi Gali, 1999. "Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?," American Economic Review, American Economic Association, vol. 89(1), pages 249-271, March.
  17. Artis, Michael J & Kontolemis, Zenon G & Osborn, Denise R, 1997. "Business Cycles for G7 and European Countries," The Journal of Business, University of Chicago Press, vol. 70(2), pages 249-79, April.
  18. Tan, B. & Yilmaz, K., 1999. "Markov Chain Test for Time Dependence and Homogeneity: An Analytical and Empirical Evaluation," Papers 99/03, Koc University.
  19. Sumru Altug & Mustafa Emin & Bilin Neyapti, 2011. "Institutions and Business Cycles," Koç University-TUSIAD Economic Research Forum Working Papers 1109, Koc University-TUSIAD Economic Research Forum.
  20. Artis, Michael J & Krolzig, Hans-Martin & Toro, Juan, 1999. "The European Business Cycle," CEPR Discussion Papers 2242, C.E.P.R. Discussion Papers.
  21. Blanchard, Olivier & Jimeno, Juan F, 1995. "Structural Unemployment: Spain versus Portugal," American Economic Review, American Economic Association, vol. 85(2), pages 212-18, May.
  22. Duncan Hodge, 2009. "Growth, Employment And Unemployment In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 77(4), pages 488-504, December.
  23. Duncan Hodge, 2009. "Growth, Employment and Unemployment in South Africa," Working Papers 119, Economic Research Southern Africa.
  24. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
  25. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
  26. 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 357-84, March.
  27. Lin, Justin Yifu, 2011. "From flying Geese to leading Dragons : new opportunities and strategies for structural transformation in developing countries," Policy Research Working Paper Series 5702, The World Bank.
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