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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. 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.
  2. Andrew J. Filardo, 1993. "Business cycle phases and their transitional dynamics," Research Working Paper 93-14, Federal Reserve Bank of Kansas City.
  3. Marianne Baxter & Michael Kouparitsas, 2004. "Determinants of business cycle comovement: a robust analysis," Working Paper Series WP-04-14, Federal Reserve Bank of Chicago.
  4. 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.
  5. Justin Yifu Lin, 2012. "From Flying Geese To Leading Dragons: New Opportunities and Strategies for Structural Transformation in Developing Countries," Global Policy, London School of Economics and Political Science, vol. 3(4), pages 397-409, November.
  6. 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.
  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. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2004. "Similarities and convergence in G-7 cycles," Working Paper Series 0312, European Central Bank.
  9. Fabio Canova & Matteo Ciccarelli & Eva Ortega, 2009. "Do institutional changes affect business cycles? Evidence from Europe," Economics Working Papers 1158, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2012.
  10. Robin L. Lumsdaine & Eswar S. Prasad, 2003. "Identifying the Common Component of International Economic Fluctuations: A New Approach," Economic Journal, Royal Economic Society, vol. 113(484), pages 101-127, January.
  11. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
  12. 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.
  13. 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.
  14. 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.
  15. Blanchard, Olivier & Jimeno, Juan F, 1995. "Structural Unemployment: Spain versus Portugal," American Economic Review, American Economic Association, vol. 85(2), pages 212-18, May.
  16. 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.
  17. Mike Artis & Hans-Martin Krolzig & Juan Toro, 2002. "The European Business Cycle," Economic Working Papers at Centro de Estudios Andaluces E2002/19, Centro de Estudios Andaluces.
  18. Tan, Baris & Yilmaz, Kamil, 2002. "Markov chain test for time dependence and homogeneity: An analytical and empirical evaluation," European Journal of Operational Research, Elsevier, vol. 137(3), pages 524-543, March.
  19. 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.
  20. 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.
  21. 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.
  22. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," NBER Working Papers 1950, National Bureau of Economic Research, Inc.
  23. Duncan Hodge, 2009. "Growth, Employment and Unemployment in South Africa," Working Papers 119, Economic Research Southern Africa.
  24. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
  25. 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.
  26. 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.
  27. 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.
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