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Synchronization of regional growth dynamics in China

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  • Bian, Zhicun
  • Ma, Jun
  • Ni, Jinlan
  • Stewart, Shamar

Abstract

In this paper, we document significant evidence of time-varying synchronization of the regional growth dynamics within China. Using a dynamic factor model extended with time-varying loading parameters and stochastic volatility, we observe a substantial amount of time variations in the loading parameters of the common factor– implying that the exposure of regional growth to the common national factor varies substantially. We find that the correlation in cross-region economic growth performance increased during the recent global recession and declined post-recession, albeit still at a higher level than before 2008. While the large degree of synchronization of regional growth dynamics permits the central government or central bank to implement a uniform fiscal or monetary policy, this concurrently reduces China's ability to stymie the propagation of external shocks and instead increases systemic risks across regions.

Suggested Citation

  • Bian, Zhicun & Ma, Jun & Ni, Jinlan & Stewart, Shamar, 2020. "Synchronization of regional growth dynamics in China," China Economic Review, Elsevier, vol. 61(C).
  • Handle: RePEc:eee:chieco:v:61:y:2020:i:c:s1043951x18301305
    DOI: 10.1016/j.chieco.2018.09.007
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    as
    1. Dennis Tao Yang, 1999. "Urban-Biased Policies and Rising Income Inequality in China," American Economic Review, American Economic Association, vol. 89(2), pages 306-310, May.
    2. Chen, Jian & Fleisher, Belton M., 1996. "Regional Income Inequality and Economic Growth in China," Journal of Comparative Economics, Elsevier, vol. 22(2), pages 141-164, April.
    3. S. Yao & Z. Zhang, 2001. "Regional Growth in China Under Economic Reforms," Journal of Development Studies, Taylor & Francis Journals, vol. 38(2), pages 167-186.
    4. Pedroni, Peter & Yao, James Yudong, 2006. "Regional income divergence in China," Journal of Asian Economics, Elsevier, vol. 17(2), pages 294-315, April.
    5. Chun‐Yu Ho & Dan Li, 2008. "Rising regional inequality in China: Policy regimes and structural changes," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 245-259, June.
    6. Herrerias, M.J. & Ordoñez, J., 2012. "New evidence on the role of regional clusters and convergence in China (1952–2008)," China Economic Review, Elsevier, vol. 23(4), pages 1120-1133.
    7. Dayong Zhang and David C. Broadstock, 2016. "Club Convergence in the Energy Intensity of China," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    8. Renard, Mary-Francoise, 2002. "A pessimistic view on the impact of regional inequalities," China Economic Review, Elsevier, vol. 13(4), pages 341-344, December.
    9. Jian, Tianlun & Sachs, Jeffrey D. & Warner, Andrew M., 1996. "Trends in regional inequality in China," China Economic Review, Elsevier, vol. 7(1), pages 1-21.
    10. Cai, Fang & Wang, Dewen & Du, Yang, 2002. "Regional disparity and economic growth in China: The impact of labor market distortions," China Economic Review, Elsevier, vol. 13(2-3), pages 197-212.
    11. LAU, Chi Keung Marco, 2010. "New evidence about regional income divergence in China," China Economic Review, Elsevier, vol. 21(2), pages 293-309, June.
    12. Sangjoon Kim & Neil Shephard & Siddhartha Chib, 1998. "Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models," Review of Economic Studies, Oxford University Press, vol. 65(3), pages 361-393.
    13. Forni, Mario & Giannone, Domenico & Lippi, Marco & Reichlin, Lucrezia, 2009. "Opening The Black Box: Structural Factor Models With Large Cross Sections," Econometric Theory, Cambridge University Press, vol. 25(5), pages 1319-1347, October.
    14. Marco Del Negro & Christopher Otrok, 2008. "Dynamic factor models with time-varying parameters: measuring changes in international business cycles," Staff Reports 326, Federal Reserve Bank of New York.
    15. Wang, Jin-ming & Gao, Tie-mei & McNown, Robert, 2009. "Measuring Chinese business cycles with dynamic factor models," Journal of Asian Economics, Elsevier, vol. 20(2), pages 89-97, March.
    16. Fu, Xiaolan, 2004. "Limited linkages from growth engines and regional disparities in China," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 148-164, March.
    17. Kailei Wei & Shujie Yao & Aying Liu, 2009. "Foreign Direct Investment and Regional Inequality in China," Review of Development Economics, Wiley Blackwell, vol. 13(4), pages 778-791, November.
    18. Rui Hao, 2008. "Opening up, Market Reforms, and Convergence Clubs in China," Post-Print hal-00284982, HAL.
    19. Andersson, Fredrik N.G. & Edgerton, David L. & Opper, Sonja, 2013. "A Matter of Time: Revisiting Growth Convergence in China," World Development, Elsevier, vol. 45(C), pages 239-251.
    20. Dapeng Hu & Masahisa Fujita, 2001. "Regional disparity in China 1985-1994: The effects of globalization and economic liberalization," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 3-37.
    21. Jones, Derek C. & Li, Cheng & Owen, Ann L., 2003. "Growth and regional inequality in China during the reform era," China Economic Review, Elsevier, vol. 14(2), pages 186-200.
    22. Thomas J. Sargent & Christopher A. Sims, 1977. "Business cycle modeling without pretending to have too much a priori economic theory," Working Papers 55, Federal Reserve Bank of Minneapolis.
    23. Lei Ding & Kingsley Haynes & Yanchun Liu, 2008. "Telecommunications infrastructure and regional income convergence in China: panel data approaches," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(4), pages 843-861, December.
    24. Rui Hao, 2008. "Opening up, Market Reform, and Convergence Clubs in China," Asian Economic Journal, East Asian Economic Association, vol. 22(2), pages 133-160, June.
    25. Kanbur, Ravi & Zhang, Xiaobo, 1999. "Which Regional Inequality? The Evolution of Rural-Urban and Inland-Coastal Inequality in China from 1983 to 1995," Journal of Comparative Economics, Elsevier, vol. 27(4), pages 686-701, December.
    26. James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409, National Bureau of Economic Research, Inc.
    27. Bhatt, Vipul & Kishor, N Kundan & Ma, Jun, 2017. "The impact of EMU on bond yield convergence: Evidence from a time-varying dynamic factor model," Journal of Economic Dynamics and Control, Elsevier, vol. 82(C), pages 206-222.
    28. Haroon Mumtaz & Paolo Surico, 2012. "Evolving International Inflation Dynamics: World And Country-Specific Factors," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 716-734, August.
    29. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, December.
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    Cited by:

    1. Anping Chen & Nicolaas Groenewold, 2019. "Regional resilience in China: The response of the provinces to the growth slowdown," Economics Discussion / Working Papers 19-06, The University of Western Australia, Department of Economics.
    2. Beverly, Joshua P. & Neill, Clinton L. & Stewart, Shamar, 2022. "The Dynamics of Labor Force Participation: All Quiet on the Appalachian Front?," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322258, Agricultural and Applied Economics Association.

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    More about this item

    Keywords

    Dynamic factor Model; Synchronization; MCMC Gibbs-sampling algorithm;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • 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
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General

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