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Marginal effects of public employment on unconditional distribution of wage income in China

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  • Su, Zhi-fang
  • Ma, Xiao-xiang
  • Xiao, Wei
  • Chen, Mei-Yuan

Abstract

This paper examines the marginal effects of an employment expansion in China’s public sector on the unconditional distribution of “wage income” using the unconditional quantile estimation suggested by Firpo et al. (2009). Empirical data from the China Health and Nutrition Survey is split into three sub-samples to eliminate the effects of the Asian financial crisis in 1997 and the subprime financial crisis in 2008 on our empirical results. To explore the marginal effects, the empirical unconditional distributions of wage income “before” and “after” an expansion of the public employment have been graphed and compared. It has been found that an expansion of China’s public employment reduces the dispersion of wage income and hence alleviates income inequality in China. Besides, an expansion of public employment makes the symmetrical unconditional distribution of wage income become leftward skewed. Given these findings, an expansion of the public employment caused by the strategy of “guojin mintui” could mitigate China’s income inequality.

Suggested Citation

  • Su, Zhi-fang & Ma, Xiao-xiang & Xiao, Wei & Chen, Mei-Yuan, 2020. "Marginal effects of public employment on unconditional distribution of wage income in China," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  • Handle: RePEc:eee:ecofin:v:54:y:2020:i:c:s1062940818303681
    DOI: 10.1016/j.najef.2019.101002
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    1. Timothy Besley, 2004. "Joseph Schumpeter Lecture: Paying Politicians: Theory and Evidence," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 193-215, 04/05.
    2. Guido W. Imbens & Whitney K. Newey, 2009. "Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity," Econometrica, Econometric Society, vol. 77(5), pages 1481-1512, September.
    3. Morikawa, Masayuki, 2016. "A comparison of the wage structure between the public and private sectors in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 73-90.
    4. Ernesto Dal Bó & Frederico Finan & Martín A. Rossi, 2013. "Strengthening State Capabilities: The Role of Financial Incentives in the Call to Public Service," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1169-1218.
    5. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    6. Naci Mocan & Duha T. Altindag, 2013. "Salaries and Work Effort: An Analysis of the European Union Parliamentarians," Economic Journal, Royal Economic Society, vol. 123(12), pages 1130-1167, December.
    7. Mueller, Richard E., 1998. "Public-private sector wage differentials in Canada: evidence from quantile regressions," Economics Letters, Elsevier, vol. 60(2), pages 229-235, August.
    8. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    10. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    11. Vincenzo Quadrini & Antonella Trigari, 2007. "Public Employment and the Business Cycle," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(4), pages 723-742, December.
    12. Stefano Gagliarducci & Tommaso Nannicini, 2013. "Do Better Paid Politicians Perform Better? Disentangling Incentives From Selection," Journal of the European Economic Association, European Economic Association, vol. 11(2), pages 369-398, April.
    13. George J. Borjas, 2002. "The Wage Structure and the Sorting of Workers into the Public Sector," NBER Working Papers 9313, National Bureau of Economic Research, Inc.
    14. Badi H. Baltagi & Pallab Kumar Ghosh, 2017. "Replication of unconditional Quantile Regressions by Firpo, Fortin and Lemieux (2009)," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 218-223, January.
    15. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    16. Rothe, Christoph, 2010. "Identification of unconditional partial effects in nonseparable models," Economics Letters, Elsevier, vol. 109(3), pages 171-174, December.
    17. Stephen Nickell & Glenda Quintini, 2002. "The Consequences of The Decline in Public Sector Pay in Britain: A Little Bit of Evidence," Economic Journal, Royal Economic Society, vol. 112(477), pages 107-118, February.
    18. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    19. Zhi-fang Su & Yujen Hsiao & Mei-Yuan Chen, 2015. "Effects of Higher Education on the Unconditional Distribution of Financial Literacy," Journal of Economics and Management, College of Business, Feng Chia University, Taiwan, vol. 11(1), pages 1-22, January.
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    Cited by:

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    2. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.

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    More about this item

    Keywords

    Wage income; Marginal effects; Employment expansion; Income inequality; Unconditional quantile estimation;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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