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Regional convergence clubs in China: identification and conditioning factors

Author

Listed:
  • Weili Zhang

    (Henan University of Economics and Law)

  • Wei Xu

    (University of Lethbridge)

  • Xiaoye Wang

    (Henan University of Economics and Law)

Abstract

This paper investigates club convergence in income per capita of 329 prefecture-level city regions in China over a period of 1990 to 2014. A nonlinear time-varying factor model is adopted to examine convergence trends as the model allows for transitional heterogeneity and divergence from the actual growth path. The study further explores the driving forces of convergence clubs using an ordered response model. Four convergence clubs are identified, showing no geographic regularity in club member locations. The highest income club and the lowest income club tend to converge strongly, whereas two middle-income clubs converge weakly. The findings indicate that initial conditions, sectorial characteristics, preferential development policy, general government spending, network effect, spatial effect, and the role of globalization are the significant factors responsible for the formation of club convergence in China.

Suggested Citation

  • Weili Zhang & Wei Xu & Xiaoye Wang, 2019. "Regional convergence clubs in China: identification and conditioning factors," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(2), pages 327-350, April.
  • Handle: RePEc:spr:anresc:v:62:y:2019:i:2:d:10.1007_s00168-019-00898-y
    DOI: 10.1007/s00168-019-00898-y
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    as
    1. Rosa Bernardini Papalia & Silvia Bertarelli, 2013. "Nonlinearities in economic growth and club convergence," Empirical Economics, Springer, vol. 44(3), pages 1171-1202, June.
    2. Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-1055, July.
    3. Chen, Anping, 2010. "Reducing China's regional disparities: Is there a growth cost?," China Economic Review, Elsevier, vol. 21(1), pages 2-13, March.
    4. Oded Galor, 1996. "Convergence?: Inferences from Theoretical Models," Working Papers 96-3, Brown University, Department of Economics.
    5. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    6. Arfat Sofi & S. Durai, 2016. "Income convergence in India: a nonparametric approach," Economic Change and Restructuring, Springer, vol. 49(1), pages 23-40, February.
    7. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    8. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    9. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    10. Manfred M. Fischer & James P. LeSage, 2015. "A Bayesian space-time approach to identifying and interpreting regional convergence clubs in Europe," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 677-702, November.
    11. Konrad Lyncker & Rasmus Thoennessen, 2017. "Regional club convergence in the EU: evidence from a panel data analysis," Empirical Economics, Springer, vol. 52(2), pages 525-553, March.
    12. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    13. Nicholas Apergis & James Payne, 2012. "Convergence in U.S. house prices by state: evidence from the club convergence and clustering procedure," Letters in Spatial and Resource Sciences, Springer, vol. 5(2), pages 103-111, July.
    14. Mihály Borsi & Norbert Metiu, 2015. "The evolution of economic convergence in the European Union," Empirical Economics, Springer, vol. 48(2), pages 657-681, March.
    15. Rita De Siano & Marcella D'Uva, 2006. "Club convergence in European regions," Applied Economics Letters, Taylor & Francis Journals, vol. 13(9), pages 569-574.
    16. Hongbo Wang & Dan Rickman, 2018. "Regional growth differences in China for 1995–2013: an empirical integrative analysis of their sources," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 99-117, January.
    17. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    18. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    19. Bandyopadhyay, Sanghamitra, 2012. "Convergence clubs in incomes across Indian states: Is there evidence of a neighbours’ effect?," Economics Letters, Elsevier, vol. 116(3), pages 565-570.
    20. Apergis, Nicholas & Cooray, Arusha, 2014. "Tax revenues convergence across ASEAN, Pacific and Oceania countries: Evidence from club convergence," Journal of Multinational Financial Management, Elsevier, vol. 27(C), pages 11-21.
    21. Nasfi Fkili Wahiba, 2015. "Convergence and Divergence among Countries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(3), pages 510-520.
    22. Folster, Stefan & Henrekson, Magnus, 2001. "Growth effects of government expenditure and taxation in rich countries," European Economic Review, Elsevier, vol. 45(8), pages 1501-1520, August.
    23. Stefano Magrini & Margherita Gerolimetto & Hasan Engin Duran, 2015. "Regional Convergence and Aggregate Business Cycle in the United States," Regional Studies, Taylor & Francis Journals, vol. 49(2), pages 251-272, February.
    24. Juan Brida & Nicolás Garrido & Francesco Mureddu, 2014. "Italian economic dualism and convergence clubs at regional level," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 439-456, January.
    25. Sheila Chapman & Stefania Cosci & Loredana Mirra, 2012. "Income dynamics in an enlarged Europe: the role of capital regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(3), pages 663-693, June.
    26. Jingmei Ma & Hongyu Jia, 2015. "The Role of Foreign Direct Investment on Income Convergence in China after Early 1990s from a Spatial Econometric Perspective," Review of Development Economics, Wiley Blackwell, vol. 19(4), pages 829-842, November.
    27. Xiaobo Zhang & Kevin Zhang, 2003. "How Does Globalisation Affect Regional Inequality within A Developing Country? Evidence from China," Journal of Development Studies, Taylor & Francis Journals, vol. 39(4), pages 47-67.
    28. Cheong, Tsun Se & Wu, Yanrui, 2013. "Regional disparity, transitional dynamics and convergence in China," Journal of Asian Economics, Elsevier, vol. 29(C), pages 1-14.
    29. Rui Hao, 2008. "Opening up, Market Reforms, and Convergence Clubs in China," Post-Print hal-00284982, HAL.
    30. Pei-Chien Lin & Chun-Hung Lin & I-Ling Ho, 2013. "Regional convergence or divergence in China? Evidence from unit root tests with breaks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 223-243, February.
    31. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    32. Quah, Danny, 1996. "Twin peaks : growth and convergence in models of distribution dynamics," LSE Research Online Documents on Economics 2278, London School of Economics and Political Science, LSE Library.
    33. Ageliki Anagnostou & Dimitris Kallioras & Christos Kollias, 2016. "Governance Convergence Among the EU28?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(1), pages 133-146, October.
    34. Tian, Xu & Zhang, Xiaoheng & Zhou, Yingheng & Yu, Xiaohua, 2016. "Regional income inequality in China revisited: A perspective from club convergence," Economic Modelling, Elsevier, vol. 56(C), pages 50-58.
    35. Nasfi Fkili Wahiba, 2015. "Convergence and Divergence among Countries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 5(3), pages 510-520, March.
    36. Alberto Díaz Dapena & Esteban Fernández Vázquez & Fernando Rubiera Morollón, 2016. "The role of spatial scale in regional convergence: the effect of MAUP in the estimation of $$\beta $$ β -convergence equations," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(2), pages 473-489, March.
    37. 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.
    38. Giovanni Caggiano & Leone Leonida, 2013. "Multimodality in the distribution of GDP and the absolute convergence hypothesis," Empirical Economics, Springer, vol. 44(3), pages 1203-1215, June.
    39. Koen Frenken & Jarno Hoekman, 2006. "Convergence In An Enlarged Europe: The Role Of Network Cities," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 97(3), pages 321-326, July.
    40. Mérida, Adrián L. & Carmona, Mónica & Congregado, Emilio & Golpe, Antonio A., 2016. "Exploring the regional distribution of tourism and the extent to which there is convergence," Tourism Management, Elsevier, vol. 57(C), pages 225-233.
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    More about this item

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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