Chi, Wei and Li, Bo (2007): Glass Ceiling or Sticky Floor? Examining the Gender Pay Gap across the Wage Distribution in Urban China, 1987-2004.
Preview |
PDF
MPRA_paper_3544.pdf Download (340kB) | Preview |
Abstract
Using 1987, 1996, and 2004 data, we show that the gender pay gap in the Chinese urban labor market has increased across the wage distribution, and the increase was greater at the lower quantiles. We interpret this as evidence of the “sticky floor” effect.We use the reweighting and recentered influence function projection method proposed by Firpo, Fortin, Lemieux (2005) to decompose gender pay differentials across the wage distribution. We find that the gender differences in the return to labor market characteristics, also known as the “discrimination effect” or “unexplained gender pay gap”, contribute most to the increase in the overall gender pay gap. The Firpo, Fortin, and Lemieux method allows us to further decompose the gender pay gap into the contribution of each individual variable. We find that the “sticky floor” effect may be associated with a particularly low paid group of female production workers with relatively less education working in non-state owned enterprises.
Item Type: | MPRA Paper |
---|---|
Original Title: | Glass Ceiling or Sticky Floor? Examining the Gender Pay Gap across the Wage Distribution in Urban China, 1987-2004 |
Language: | English |
Keywords: | glass ceiling; sticky floor; gender pay gap; wage distribution; Influence Function |
Subjects: | J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs |
Item ID: | 3544 |
Depositing User: | Wei Chi |
Date Deposited: | 13 Jun 2007 |
Last Modified: | 27 Sep 2019 01:10 |
References: | Adamchik, Vera A., Arjun S. Bedi. (2003) “Gender Pay Differentials During the transition in Poland.” Economics of Transition, 11 (4): 697-726. Albrecht, James, Anders Björklund, Susan Vroman. (2003) “Is There a Glass Ceiling in Sweden?” Journal of Labor Economics, 21(1): 145-77. Arulampalam, Wiji, Alison L. Booth, Mark L. Bryan. (2007) “Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution.” Industrial and Labor Relations Review, 60(2): 163-86. Autor, David H, Lawrence F. Katz, Melissa S. Kearney. (2005) “Rising Wage Inequality: the Role of Composition and Prices.” NBER working paper 11628 Becker, G. (1971). The Economics of Discrimination (2nd ed.). Chicago: University of Chicago Press. Blau, Francine D., Lawrence M. Kahn. (2006) “The US Gender Pay Gap in the 1990s: Slowing Convergence.” Princeton University, Industrial Relations Section, Working Paper #508 Booth, Alison L., Marco Francesconi, Jeff Frank. (2003) “A Sticky Floors Model of Promotion, Pay, and Gender.” European Economic Review, 47(2): 295-322. De la Rica, Sara, Juan J. Dolado, and Vanesa Llorens. (2005) “Ceiling and Floors: Gender Wage Gaps by Education in Spain.”Bonn, Germany: IZA Discussion Paper No. 1483 Del Río, Coral, Carlos Gradín, Olga Cantó. (2006) “The Measurement of Gender Wage Discrimination: The Distributional Approach Revisited.” ECINEQ Working Paper 2006-25 Démurger, Sylvie, Martin Fournier, Yi Chen. (2005) “The Evolution of Gender Earnings Gaps and Discrimination in Urban China: 1988-1995.” Mimeo, University of Hongkong and CNRS DiNardo, John, Nicole M. Fortin, Thomas Lemieux.(1996) “Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach. ” Econometrica, 64(5): 1001-44. Donald S, Green D, Paarsch H. (2000). “Differences in the Wage Distributions between Canada and the United States: an Application of a Flexible Estimator of the Distribution Function in the Presence of Covariates.”Review of Economic Studies (67): 609-33. Dong, Xiao-yuan, Paul Bowles. (2002) “Segmentation and Discrimination in China’s 23 Emerging Industrial Labor Market.” China Economic Review, 13 (2002) 170-96. Dong, Xiao-yuan, Fiona Macphail, Paul Bowles, and Samuel P.S. Ho.(2003) “Gender Segmentation at Work in China’s Privatized Rural Industry: Some Evidence from Shandong and Jiangsu.” World Development, 32(6): 979-98. 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. Gustafsson, BjoÈrn, Shi Li. (2000) “Economic Transformation and the Gender Earnings Gap in Urban China.” Journal of Population Economics, 13:305-29. Koenker R, Bassett G. (1978) “Regression quantiles.” Econometrica 46: 33–50. Kee, Hiau Joo. (2006) “Glass Ceiling or Sticky Floor? Exploring the Australian Gender Pay Gap.” The Economic Record, 82(259): 408-27. Lemieux, Thomas.(2002) “Decomposing Changes in Wage Distributions: a Unified Approach.” Canadian Journal of Economics, 35(4): 646-88. Liu, Amy Y.C. (2004) “Gender wage gap in Vietnam: 1993 to 1998.” Journal of Comparative Economics, 32:586-96. Liu, Pak-Wai, Xin Meng, Junsen Zhang. (2000) “Sectoral Gender Wage Differentials and Discrimination in the Transitional Chinese Economy.” Journal of Population Economics, 13: 331-52. Machado José A.F. and José Mata. (2005) “Counterfactual Decomposition of Changes in Wage Distributions Using Quantile Regression.” Journal of Applied Econometrics, 20: 445-65. Maurer-Fazio, Margaret, Thomas G. Rawski, Wei Zhang. (1999) “Inequality in the Rewards for Holding up Half the Sky: Gender Wage Gaps in China's Urban Labour Market, 1988-1994.” The China Journal, 41: 55-88. Maurer-Fazio Margaret, James Hughes. (2002) “The Effects of Market Liberalization on the Relative Earnings of Chinese Women.” Journal of Comparative Economics, 30:709-31. Melly, Blaise.(2005) “Decomposition of Differences in Distribution using Quantile Regression.” Labour Economics, 12: 577-90. Melly, Blaise.(2006) “Estimation of Counterfactual Distributions using Quantile 24 Regression.” Mimeo, Swiss Institute for International Economics and Applied Economic Research (SIAW), University of St. Gallen. Meng Xin, Paul Miller. (1995) “Occupational Segregation and Its Impact on Gender Wage Discrimination in China's Rural Industrial Sector.” Oxford Economic Papers, New Series, 47(1): 136-155. Meng, Xin. (1998a). “Gender Occupational Segregation and its Impact on the gender Wage Differential Among Rural-Urban Migrants: a Chinese Case Study.” Applied Economics, 30: 741-52. Meng, Xin. (1998b) “Male–female Wage Determination and Gender Wage Discrimination in China’s Rural Industrial Sector.” Labour Economics, 5: 67–89. Pham, T. Hung, Barry Reilly. (2006)“The Gender Pay Gap in Vietnam, 1993-2002:A Quantile Regression Approach.” PRUS Working Paper No.34 Reilly, Barry. (1999). “The gender pay gap in Russia during the transition, 1992–96.” Economics of Transition, 7 (1): 245-64. Rozelle, Scott, Xiao-Yuan Dong, Linxiu Zhang, Andrew Mason. (2002) “Gender Wage Gaps in Post-Reform Rural China.” Working Paper, The World Bank Development Research Group. Wang, Meiyan, Fang Cai. (2005). “Gender Wage Differentials in China’s Urban Labor Market.” Working Paper, Institute of Population and Labor Economics, Chinese Academy of Social Science. Zhang, Liqin, Xiao-yuan Dong. (2006) “Male-Female Wage Discrimination in Chinese Industry: Investigation Using Firm-Level Data.” The International Working Group on Gender, Macroeconomics, and International Economics (GEM-IWG) Working Paper Series 06-11 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/3544 |