Chi, Wei and Li, Bo and Yu, Qiumei (2007): Decomposition of Changes in Earnings Inequality in China: A Distributional Approach.
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Using the nationwide household data, this study examines the changes in the Chinese urban income distributions from 1987 to 1996 and from 1996 to 2004, and investigates the causes of these changes. The Oaxaca-Blinder decomposition method is applied to decomposing the mean earnings increases, and the Firpo-Fortin-Lemieux method based upon a recentered influence function is used to decompose the changes in the income distribution and the inequality measures such as the variance and the 10-90 ratio. The decomposition results show that the wage structure effects such as the widened gender pay gap, the increasing return to college education, and the widened gap in the return to different industries, ownership, and regions, have contributed to most of the overall increases in income inequality. During the different time periods, 1987-1996 and 1996-2004, the impacts of these factors vary at the different points (e.g. the lower half or upper half) of distribution.
|Item Type:||MPRA Paper|
|Institution:||School of Economics and Management, Tsinghua University|
|Original Title:||Decomposition of Changes in Earnings Inequality in China: A Distributional Approach|
|Keywords:||Earnings inequality; Unconditional Quantile Regressions; Earnings distribution; Decomposition|
|Subjects:||J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs|
|Depositing User:||Wei Chi|
|Date Deposited:||03. Jul 2007|
|Last Modified:||12. Feb 2013 21:26|
Autor, David H, Lawrence F. Katz, Melissa S. Kearney. (2005) “Rising Wage Inequality: the Role of Composition and Prices.” NBER working paper 11628
Blinder, Alan. “Wage Discrimination: Reduced Forms and Structural Estimation.” 1973. Journal of Human Resources, 8: 436-55
Benjamin, Dwayne，Loren Brandt，and John Giles.“The Evolution of Income Inequality in RuralChina.”2005. Economic Development and Cultural Change, Vol. 53(4): 769-824
DiNardo, John, Nicole M. Fortin, and Thomas Lemieux. “Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach.” 1996. Econometrica. 64(5):1001-44
Donald, Stephen, David Green, and Harry Paarsch, “Differences in Wage Distributions Between Canada and the United States: an Application of a Flexible estimator of Distribution Functions in the Presence of Covariates.” Review of Economic Studies. 2000. 67:1001-46
Dong, X-Y. “Wage inequality and between-firm wage dispersion in the 1990s: A comparison of rural and urban enterprises in China.” 2005. Journal of Comparative Economics 33: 664–87
Firpo, Sergio, Nicole M. Fortin, Thomas Lemieux. (2005) “Decomposing Wage Distributions using Influence Function Projections.” Mimeo, Department of Economics, University of PUC-RIO.
Firpo, Sergio, Nicole Fortin, Thomas Lemieux. (2006) “Unconditional Quantile Regressions.” Mimeo, Department of Economics, University of PUC-RIO.
Ganguli, Ina, and Katherine Terrell. “Institutions, markets and men’s and women’s wage inequality: Evidence from Ukraine.” 2006. Journal of Comparative Economics 34: 200–27
Gustafsson, Bjorn, and Li, Shi. “The Effect of Transition on the distribution of Income in China.” 2001. Economics of Transition, 9(3): 593-617
Gustafsson, Bjorn, and Shi Li. “Economic Transformation and the Gender Earnings Gap in Urban China.” 2000. Journal of Population Economics, 13:305-29.
Knight, John, and Song, Lina. “The Determinants of Urban Income Inequality in China.” 1991. Oxford Bulletin of Economics and Statistics, 53(2): 123-54
Knight, John, and Song, Lina：“Increasing Urban Wage Inequality in China: Extent, Elements and Evaluation.” 2003. Economics of Transition. 11(4): 597-619
Lemieux, Thomas, “Decomposing Changes in Wage Distributions: a Unified Approach.”2002. Canadian Journal of Economics, 35(4): 646-88
Liu, Zhigang. “Institution and inequality: the hukou system in China.”2005. Journal of Comparative Economics 33: 133–57
Liu, Pak-Wai, Xin Meng, Junsen Zhang. “Sectoral Gender Wage Differentials and Discrimination in the Transitional Chinese Economy.” 2000. Journal of Population Economics, 13: 331-52.
Machado, José A. F. and José Mata. “Counterfactual Decomposition of Changes in Wage Distributions Using Quantile Regressions.” 2005. Journal of Applied Econometrics, 20: 445-65
Maurer-Fazio, Margaret, Thomas G. Rawski, Wei Zhang. “Inequality in the Rewards for Holding up Half the Sky: Gender Wage Gaps in China's Urban Labour Market, 1988-1994.” 1999. The China Journal, 41: 55-88.
Maurer-Fazio Margaret, James Hughes. “The Effects of Market Liberalization on the Relative Earnings of Chinese Women.” 2002. Journal of Comparative Economics, 30:709-31.
Melly, Baise. “Decomposition of Differences in Distribution Using Quanitle Regressions.” 2005. Labour Economics, 12: 577-90
Melly, Baise. “Estimation of Counterfactual Distributions Using Quantile Regressions.” 2006. Mimeo, SIAW, University of St. Gallen.
Meng, Xin.“Economic Restructuring and Income Inequality in Urban China.” 2004. Review of Income and Wealth, 50(3): 357-79
Meng, Xin. “Gender Occupational Segregation and its Impact on the gender Wage Differential Among Rural-Urban Migrants: a Chinese Case Study.” 1998a. Applied Economics, 30: 741-52.
Meng, Xin. “Male–female Wage Determination and Gender Wage Discrimination in China’s Rural Industrial Sector.” 1998b. Labour Economics, 5: 67–89.
Meng, Xin, and Robert Gregory. “Urban Poverty in China and its Contributing Factors, 1986–2000.” 2007. Review of Income and Wealth, 53(1): 167-89
Morduch, Jonathan, and Terry Sicular. "Rethinking Inequality Decomposition, With Evidence from Rural China.” 2002. Economic Journal, 112(476):93-106
Ng, Ying Chu. “Gender Earnings Differentials and Regional Economic Development in Urban China, 1988–97.” 2007. Review of Income and Wealth, 53(1): 148-166
Nguyen, Binh T., James W. Albrecht, Susan B. Vroman, M. Daniel Westbrook. “A Quantile Regression Decomposition of Urban-Rural Inequality in Vietnam.” 2003. Department of Economics, Georgetown university, Working paper 03-31
Oaxaca, Ronald. “Male-Female Wage Differentials in Urban Labor Markets.” 1973. International Economic Review, Vol. 14: 693-709
Pham, T. Hung, and Barry Reilly. “The Gender Pay Gap in Vietnam, 1993-2002:A Quantile Regression Approach.” 2006. PRUS Working Paper No.34
Sicular, Terry, Yue Ximing, Bjorn Gustafsson, and Shi Li. “The Urban-Rural Income Gap and Inequality in China.” Review of Income and Wealth, 53(1): 93-126
Wan, Guanghua. “Accounting for Income Inequality in Rural China: A Regression-Based Approach.” 2004. Journal of Comparative Economics, 32(2): 348-63
Wan, Guanghua , and Zhou, Zhangyue. “Income Inequality in Rural China: Regression-Based Decomposition Using Household Data.” 2005. Review of Development Economics, 9(1): 107-20
Wang, Meiyan, Fang Cai. “Gender Wage Differentials in China’s Urban Labor Market.” 2005. Working Paper, Institute of Population and Labor Economics, Chinese Academy of Social Science.