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Does Communist party membership pay? Estimating the economic returns to party membership in the labor market in China

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  • McLaughlin, Joanne Song

Abstract

Many studies have found that Chinese Communist party membership brings economic benefits to party members, but some studies also argue that the premium associated with party membership is merely due to members’ higher levels of ability and advantageous family backgrounds. The lack of consensus on the economic returns of party membership implies that the role of party membership is not well understood. This study estimates the economic returns to Chinese Communist party membership using complementary approaches to address the endogeneity of party membership status: propensity score matching and instrumental variable. Although the magnitudes of these estimates vary across estimators, all the estimates show positive economic returns to party membership. This paper also examines possible mechanisms for how party membership may bring benefits to members and provides evidence that party membership may generate political capital, but not social capital in the labor market in China.

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  • McLaughlin, Joanne Song, 2017. "Does Communist party membership pay? Estimating the economic returns to party membership in the labor market in China," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 963-983.
  • Handle: RePEc:eee:jcecon:v:45:y:2017:i:4:p:963-983
    DOI: 10.1016/j.jce.2016.09.009
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    1. Simon Appleton & John Knight & Lina Song & Qingjie Xia, 2009. "The Economics of Communist Party Membership: The Curious Case of Rising Numbers and Wage Premium during China's Transition," Journal of Development Studies, Taylor & Francis Journals, vol. 45(2), pages 256-275.
    2. Neumark, David, 1999. "Biases in twin estimates of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 143-148, April.
    3. 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.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    6. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
    7. Bound, John & Solon, Gary, 1999. "Double trouble: on the value of twins-based estimation of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 169-182, April.
    8. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    9. Charles Michalopoulos & Howard S. Bloom & Carolyn J. Hill, 2004. "Can Propensity-Score Methods Match the Findings from a Random Assignment Evaluation of Mandatory Welfare-to-Work Programs?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 156-179, February.
    10. Hongbin Li & PakWai Liu & Junsen Zhang & Ning Ma, 2007. "Economic Returns to Communist Party Membership: Evidence From Urban Chinese Twins," Economic Journal, Royal Economic Society, vol. 117(523), pages 1504-1520, October.
    11. Montgomery, James D, 1991. "Social Networks and Labor-Market Outcomes: Toward an Economic Analysis," American Economic Review, American Economic Association, vol. 81(5), pages 1407-1418, December.
    12. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    13. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    14. Liu, Zhiqiang, 2003. "The Economic Impact and Determinants of Investment in Human and Political Capital in China," Economic Development and Cultural Change, University of Chicago Press, vol. 51(4), pages 823-849, July.
    15. John Knight & Linda Yueh, 2008. "The role of social capital in the labour market in China1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 389-414, July.
    16. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    17. Peikes, Deborah N. & Moreno, Lorenzo & Orzol, Sean Michael, 2008. "Propensity Score Matching: A Note of Caution for Evaluators of Social Programs," The American Statistician, American Statistical Association, vol. 62, pages 222-231, August.
    18. Appleton, Simon & Song, Lina & Xia, Qingjie, 2005. "Has China crossed the river? The evolution of wage structure in urban China during reform and retrenchment," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 644-663, December.
    19. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    20. Roberto Agodini & Mark Dynarski, 2004. "Are Experiments the Only Option? A Look at Dropout Prevention Programs," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 180-194, February.
    21. Deborah N. Peikes & Lorenzo Moreno & Sean Michael Orzol, "undated". "Propensity Score Matching: A Note of Caution for Evaluators of Social Programs," Mathematica Policy Research Reports dd0866e4646a4e0ea77079d5b, Mathematica Policy Research.
    22. Wolfe, Barbara L. & Behrman, Jere R., 1987. "Women's schooling and children's health : Are the effects robust with adult sibling control for the women's childhood background?," Journal of Health Economics, Elsevier, vol. 6(3), pages 239-254, September.
    23. Harriet Orcutt Duleep, 1986. "Measuring the Effect of Income on Adult Mortality Using Longitudinal Administrative Record Data," Journal of Human Resources, University of Wisconsin Press, vol. 21(2), pages 238-251.
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    2. 岩﨑, 一郎 & Iwasaki, Ichiro & 馬, 欣欣 & Ma, Xin Xin, 2019. "現代中国における男女賃金格差: メタ分析による接近," Discussion Paper Series 689, Institute of Economic Research, Hitotsubashi University.
    3. Targa, Matteo & Yang, Li, 2023. "The impact of communist party membership on wealth distribution and accumulation in urban China," ZEW Discussion Papers 23-057, ZEW - Leibniz Centre for European Economic Research.
    4. Xinxin Ma, 2019. "The Impact of Membership of the Communist Party of China on Wages," Economics Bulletin, AccessEcon, vol. 39(4), pages 2839-2856.
    5. 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.
    6. Li, Bin & Pan, Ailing & Xu, Lei & Liu, Xin & Qin, Shuqian, 2020. "Imprinting and peer effects in acquiring state ownership: Evidence from private firms in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    7. Chen, Liwen & Chung, Bobby W. & Wang, Guanghua, 2023. "Exposure to socially influential peer parents: Evidence from cadre parents in China," China Economic Review, Elsevier, vol. 78(C).
    8. Alessia Amighini & Weidi Fang & Martin Zagler, 2023. "On the evolution of the wage premium for party membership in China," Department of Economics Working Papers wuwp351, Vienna University of Economics and Business, Department of Economics.
    9. Max Deter, 2020. "Are the Losers of Communism the Winners of Capitalism? The Effects of Conformism in the GDR on Transition Success," SOEPpapers on Multidisciplinary Panel Data Research 1102, DIW Berlin, The German Socio-Economic Panel (SOEP).
    10. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54, pages 1-17.
    11. Li Yang & Filip Novokmet & Branko Milanovic, 2019. "From workers to capitalists in less than two generations: A study of Chinese urban elite transformation between 1988 and 2013," Working Papers hal-02876990, HAL.
    12. Xinxin Ma & Ichiro Iwasaki, 2021. "Does communist party membership bring a wage premium in China? a meta-analysis," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 19(1), pages 55-94, January.
    13. Cheng, Zhiming, 2022. "Communist Party branch and labour rights: Evidence from Chinese entrepreneurs," China Economic Review, Elsevier, vol. 71(C).
    14. Zagler, Martin & Amighini, Alessia & Fang, Weidi, 2023. "On the evolution of the wage premium for party membership in China," Department of Economics Working Paper Series 351, WU Vienna University of Economics and Business.
    15. Balakumar, Suganya & Maitra, Debasish, 2023. "Do political connections or elite capture matter in access to financial services? Evidence from Indian households," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
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    More about this item

    Keywords

    Chinese communist party membership; Economic returns; Wage premium; Chinese labor market; Political capital; Social capital;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • P2 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies

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