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Financial development and income inequality in China – A spatial data analysis

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  • Jung, Samuel Moon
  • Vijverberg, Chu-Ping C.

Abstract

We use provincial data of 1998–2014 to evaluate the impact of financial development on income inequality in China through spatial dependence modeling techniques. An exploratory spatial analysis for all the municipalities and provinces in China for the years of 1998, 2003, 2008 and 2013 is implemented to evaluate spatial dependence of provincial income inequalities in China. In total, 29 administrative units are used to fit an income inequality spatial model by first certifying the necessity of using a spatial model by applying Moran tests; and later the Lagrange Multiplier test is used to find a suitable spatial model. Finally, spatial panel model is estimated. Our results indicate that financial development decreases income inequality in China. Furthermore, significant spatial autocorrelation estimates appeared in the disturbance term, indicating significant non-measurable reform or policy impacts.

Suggested Citation

  • Jung, Samuel Moon & Vijverberg, Chu-Ping C., 2019. "Financial development and income inequality in China – A spatial data analysis," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 295-320.
  • Handle: RePEc:eee:ecofin:v:48:y:2019:i:c:p:295-320
    DOI: 10.1016/j.najef.2019.03.001
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    1. Zhongbo Jing & J. Paul Elhorst & Jan P. A. M. Jacobs & Jakob Haan, 2018. "The propagation of financial turbulence: interdependence, spillovers, and direct and indirect effects," Empirical Economics, Springer, vol. 55(1), pages 169-192, August.
    2. de Haan, Jakob & Sturm, Jan-Egbert, 2017. "Finance and income inequality: A review and new evidence," European Journal of Political Economy, Elsevier, vol. 50(C), pages 171-195.
    3. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    4. Paul Elhorst & Eelco Zandberg & Jakob De Haan, 2013. "The Impact of Interaction Effects among Neighbouring Countries on Financial Liberalization and Reform: A Dynamic Spatial Panel Data Approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(3), pages 293-313, September.
    5. Ravi Kanbur & Xiaobo Zhang, 2005. "Fifty Years of Regional Inequality in China: a Journey Through Central Planning, Reform, and Openness," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 87-106, February.
    6. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Oxford University Press, vol. 60(1), pages 35-52.
    7. Jan Mutl & Michael Pfaffermayr, 2011. "The Hausman test in a Cliff and Ord panel model," Econometrics Journal, Royal Economic Society, vol. 14, pages 48-76, February.
    8. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    9. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    10. Guangdong Li & Chuanglin Fang, 2014. "Analyzing the multi-mechanism of regional inequality in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 155-182, January.
    11. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    12. Y.H. Dennis Wei & Xinyue Ye, 2009. "Beyond Convergence: Space, Scale, And Regional Inequality In China," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(1), pages 59-80, February.
    13. Jauch, Sebastian & Watzka, Sebastian, 2016. "Financial development and income inequality: a panel data approach," Munich Reprints in Economics 43505, University of Munich, Department of Economics.
    14. Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998. "Explaining International and Intertemporal Variations in Income Inequality," Economic Journal, Royal Economic Society, vol. 108(446), pages 26-43, January.
    15. Andrea Brandolini & Anthony B. Atkinson, 2001. "Promise and Pitfalls in the Use of "Secondary" Data-Sets: Income Inequality in OECD Countries As a Case Study," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 771-799, September.
    16. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    17. 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.
    18. Zhicheng Liang, 2006. "Financial Development And Income Distribution: A System Gmm Panel Analysis With Application To Urban China," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 31(2), pages 1-21, December.
    19. International Monetary Fund, 2004. "Financial Sector Development in the Middle East and North Africa," IMF Working Papers 2004/201, International Monetary Fund.
    20. Lee, Jongchul, 2000. "Changes in the source of China's regional inequality," China Economic Review, Elsevier, vol. 11(3), pages 232-245.
    21. Sebastian Jauch & Sebastian Watzka, 2016. "Financial development and income inequality: a panel data approach," Empirical Economics, Springer, vol. 51(1), pages 291-314, August.
    22. Yehua Dennis Wei & Danlin Yu & Xiaojing Chen, 2011. "Scale, Agglomeration, And Regional Inequality In Provincial China," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 102(4), pages 406-425, September.
    23. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    24. Xuelong Wang, 2012. "Financial Development and Rural-Urban Inequality: Evidence from China," Economics Bulletin, AccessEcon, vol. 32(2), pages 1625-1639.
    25. Sergio J. Rey, 2001. "Spatial Analysis of Regional Income Inequality," Urban/Regional 0110002, University Library of Munich, Germany.
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    Cited by:

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    More about this item

    Keywords

    Income disparities; Spatial dependence; Spatial model;
    All these keywords.

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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