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Growth-cycle phases in China�s provinces: A panel Markov-switching approach

Author

Listed:
  • Roberto Casarin

    (Department of Economics, University of Venice C� Foscari)

  • Komla Mawulom Agudze

    (Department of Economics, University of Venice C� Foscari)

  • Monica Billio

    (Department of Economics, University of Venice C� Foscari)

  • Eric Girardin

    (Aix-Marseille University, CNRS & EHESS)

Abstract

This paper analyses features of 28 provincial growth-cycles in China�s economy from March 1989 to July 2009. We study the multivariate synchronization of provincial cycles and the selection of the number of cycles phases� by means of panel Markov-switching models. We obtain evidence that growth cycles in China and its provinces� are characterized by distinct episodes of �growth-recession�, �normal-growth� and �rapid-growth�. We find a demarcation between coastal and interior provinces in term of level of �normal-growth� and �rapid-growth� rates. The results, also, show evidence supporting interior provinces catching up on coastal provinces proving efficient economic policy coordination to reduce the gap between the Chinese coastal and interior. However, in terms of concordance, coastal provinces have cycles that are more synchronized with the national cycle than the interior provinces. Thus, China�s national and subnational officials have to take further effective measures to achieve high degree of concordance between national and interior provinces. The geographic pattern of the national growth-recessions and rapid-growth periods have substantially changed over time. The number of provinces experiencing growth-recession at the middle of the nation�s growth-recession has reduced over time while the number of provinces in rapid-growth at the middle of the nation�s rapid-growth has increased over time.

Suggested Citation

  • Roberto Casarin & Komla Mawulom Agudze & Monica Billio & Eric Girardin, 2014. "Growth-cycle phases in China�s provinces: A panel Markov-switching approach," Working Papers 2014:19, Department of Economics, University of Venice "Ca' Foscari".
    • Handle: RePEc:ven:wpaper:2014:19
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    References listed on IDEAS

    as
    1. Monica Billio & Roberto Casarin & Francesco Ravazzolo & Herman K. van Dijk, 2013. "Interactions between eurozone and US booms and busts: A Bayesian panel Markov-switching VAR model," Working Papers 2013:17, Department of Economics, University of Venice "Ca' Foscari", revised 2014.
    2. Viv B. Hall & C. John McDermott, 2007. "Regional business cycles in New Zealand: Do they exist? What might drive them?," Papers in Regional Science, Wiley Blackwell, vol. 86(2), pages 167-191, June.
    3. Carlo Altavilla, 2004. "Do EMU Members Share the Same Business Cycle?," Journal of Common Market Studies, Wiley Blackwell, vol. 42(5), pages 869-896, December.
    4. Alwyn Young, 2000. "Gold into Base Metals: Productivity Growth in the People's Republic of China during the Reform Period," NBER Working Papers 7856, National Bureau of Economic Research, Inc.
    5. Calderón, César & Fuentes, J. Rodrigo, 2014. "Have business cycles changed over the last two decades? An empirical investigation," Journal of Development Economics, Elsevier, vol. 109(C), pages 98-123.
    6. Feng Guo & Ataman Ozyildirim & Victor Zarnowitz, 2009. "On the measurement and analysis of aggregate economic activity for China: the coincident economic indicators approach," China Economic Journal, Taylor & Francis Journals, vol. 2(2), pages 159-186.
    7. Findley, David F, et al, 1998. "New Capabilities and Methods of the X-12-ARIMA Seasonal-Adjustment Program: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(2), pages 169-177, April.
    8. Carsten A. Holz, 2004. "China's Statistical System in Transition: Challenges, Data Problems, and Institutional Innovations," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 50(3), pages 381-409, September.
    9. Michael T. Owyang & Jeremy Piger & Howard J. Wall, 2005. "Business Cycle Phases in U.S. States," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 604-616, November.
    10. 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.
    11. Clem Tisdell, 2009. "Economic Reform and Openness in China: China’s Development Policies in the Last 30 Years," Economic Analysis and Policy, Elsevier, vol. 39(2), pages 271-294, September.
    12. Billio, Monica & Casarin, Roberto & Ravazzolo, Francesco & van Dijk, Herman K., 2012. "Combination schemes for turning point predictions," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(4), pages 402-412.
    13. Harding, Don & Pagan, Adrian, 2006. "Synchronization of cycles," Journal of Econometrics, Elsevier, vol. 132(1), pages 59-79, May.
    14. Ligang Liu, 2009. "Impact of the Global Financial Crisis on China: Empirical Evidence and Policy Implications," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(6), pages 1-23, November.
    15. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    16. James D. Hamilton & Michael T. Owyang, 2012. "The Propagation of Regional Recessions," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 935-947, November.
    17. Chang-Jin Kim & Charles R. Nelson, 1998. "Business Cycle Turning Points, A New Coincident Index, And Tests Of Duration Dependence Based On A Dynamic Factor Model With Regime Switching," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 188-201, May.
    18. Gerlach-Kristen, Petra, 2009. "Business cycle and inflation synchronisation in Mainland China and Hong Kong," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 404-418, June.
    19. Howard J. Wall, 2007. "Regional business cycle phases in Japan," Review, Federal Reserve Bank of St. Louis, vol. 89(Jan), pages 61-80.
    20. Chib, Siddhartha, 1996. "Calculating posterior distributions and modal estimates in Markov mixture models," Journal of Econometrics, Elsevier, vol. 75(1), pages 79-97, November.
    21. Michael Artis & Massimiliano Marcellino & Tommaso Proietti, 2004. "Dating Business Cycles: A Methodological Contribution with an Application to the Euro Area," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 537-565, September.
    22. Fruhwirth-Schnatter, Sylvia & Kaufmann, Sylvia, 2008. "Model-Based Clustering of Multiple Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 78-89, January.
    23. Wang, Ping & Theobald, Mike, 2008. "Regime-switching volatility of six East Asian emerging markets," Research in International Business and Finance, Elsevier, vol. 22(3), pages 267-283, September.
    24. Findley, David F, et al, 1998. "New Capabilities and Methods of the X-12-ARIMA Seasonal-Adjustment Program," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(2), pages 127-152, April.
    25. Konstantin A. Kholodilin & Eric Girardin, 2011. "Are Geese Flying by Themselves inside China? An LSTR-SEM Approach to Income Convergence of Chinese Counties," Discussion Papers of DIW Berlin 1124, DIW Berlin, German Institute for Economic Research.
    26. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1.
    27. David Norman & Thomas Walker, 2007. "Co‐Movement Of Australian State Business Cycles," Australian Economic Papers, Wiley Blackwell, vol. 46(4), pages 360-374, December.
    28. Poncet, Sandra & Barthélemy, Jean, 2008. "China as an Integrated Area?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 23, pages 896-926.
    29. Holz, Carsten A., 2004. "Deconstructing China's GDP statistics," China Economic Review, Elsevier, vol. 15(2), pages 164-202.
    30. Eric Girardin, 2005. "Growth-cycle features of East Asian countries: are they similar?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 10(2), pages 143-156.
    31. Sylvia Kaufmann, 2010. "Dating and forecasting turning points by Bayesian clustering with dynamic structure: a suggestion with an application to Austrian data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(2), pages 309-344.
    32. Ataman Ozyildirim & Harry Wu, 2013. "Modeling Trends, Cyclical Movements and Turning Points of the Chinese Economy," Economics Program Working Papers 13-02, The Conference Board, Economics Program.
    33. Ronny Nilsson & Olivier Brunet, 2006. "Composite Leading Indicators for Major OECD Non-Member Economies: Brazil, China, India, Indonesia, Russian Federation, South Africa," OECD Statistics Working Papers 2006/1, OECD Publishing.
    34. 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.
    35. Tang, K. K., 1998. "Economic Integration of the Chinese Provinces: A Business Cycle Approach," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 13, pages 549-570.
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    More about this item

    Keywords

    Bayesian inference; China�s provinces; growth-cycles; multivariate-synchronization; panel Markov-switching.;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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