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Inequality of Opportunity in Earnings in Rural China

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  • Shi, X.

Abstract

This paper seeks to quantify the role of inequality of opportunity in individual earnings that is associated with family background, gender, ethnic minority status, region of birth and birth cohorts in rural China. Using the China Labour-force Dynamics Survey (CLDS) for 2014, we find that the share of inequality of opportunity in individual earnings in rural China for the full sample is 20.4 percent. A Shapley-value decomposition approach reveals the contribution of each of the circumstances. This result varies across birth cohorts: the youngest cohort 1981-1990 has the lowest total inequality in earnings, but it turns out to be the one with highest circumstantial inequality as well as the partial inequality of opportunities stemming from each of the circumstances, with the only exception of gender. A closer investigation shows that three effort variables own education, off-farm employment and marital status are pivotal in determining income inequality, but migration is not. Circumstances influence individual earnings, not only directly, but also indirectly through these three effort variables. Acknowledgement : The author is most grateful for the technical assistance (sharing related Stata and R codes) provided by Dr. Francisco H. G. Ferreira at the World Bank, Professor Markus J ntti at Stockholm University in Sweden and Dr. Florian Ch vez Ju rez at the National Laboratory for Public Policy in Mexico City,and also for the insightful comments made by Dr. Jane Golley at the Australian National University.

Suggested Citation

  • Shi, X., 2018. "Inequality of Opportunity in Earnings in Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277016, International Association of Agricultural Economists.
  • Handle: RePEc:ags:iaae18:277016
    DOI: 10.22004/ag.econ.277016
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    as
    1. repec:dau:papers:123456789/5065 is not listed on IDEAS
    2. Dennis Tao Yang, 1999. "Urban-Biased Policies and Rising Income Inequality in China," American Economic Review, American Economic Association, vol. 89(2), pages 306-310, May.
    3. Ferreira, Francisco H. G. & Peragine, Vito, 2015. "Equality of Opportunity: Theory and Evidence," IZA Discussion Papers 8994, IZA Network @ LISER.
    4. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2013. "Inequality of Opportunity in Brazil: A Corrigendum," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(3), pages 551-555, September.
    5. Anders Björklund & Markus Jäntti & John Roemer, 2012. "Equality of opportunity and the distribution of long-run income in Sweden," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 39(2), pages 675-696, July.
    6. Xinjie Shi, 2022. "Moving out but not for the better: Health consequences of interprovincial rural‐urban migration in China," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 555-573, April.
    7. Céline Bonnefond & Matthieu Clément, 2012. "An analysis of income polarization in rural and urban China," Post-Print hal-00807218, HAL.
    8. Hongmei Yi & Linxiu Zhang & Chengfang Liu & James Chu & Prashant Loyalka & May Maani & Jianguo Wei, 2013. "How Are Secondary Vocational Schools in China Measuring up to Government Benchmarks?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 21(3), pages 98-120, May.
    9. Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2008. "Inequality Of Opportunities Vs. Inequality Of Outcomes: Are Western Societies All Alike?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(4), pages 513-546, December.
    10. Florence Jusot & Sandy Tubeuf & Alain Trannoy, 2013. "Circumstances And Efforts: How Important Is Their Correlation For The Measurement Of Inequality Of Opportunity In Health?," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1470-1495, December.
    11. Barry Naughton, 2007. "The Chinese Economy: Transitions and Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640643, December.
    12. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality of opportunity in Brazil," PSE-Ecole d'économie de Paris (Postprint) halshs-00754189, HAL.
    13. Howell, Anthony, 2017. "Impacts of Migration and Remittances on Ethnic Income Inequality in Rural China," World Development, Elsevier, vol. 94(C), pages 200-211.
    14. Checchi, Daniele & Peragine, Vito & Serlenga, Laura, 2010. "Fair and Unfair Income Inequalities in Europe," IZA Discussion Papers 5025, IZA Network @ LISER.
    15. John Knight, 2017. "Fair and unfair inequality in China," Economic and Political Studies, Taylor & Francis Journals, vol. 5(3), pages 256-265, July.
    16. Paolo Brunori & Paul Hufe & Daniel Gerszon Mahler, 2017. "The Roots of Inequality: Estimating Inequality of Opportunity from Regression Trees," Working Papers - Economics wp2017_18.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    17. 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.
    18. Zhang, Yingqiang & Eriksson, Tor, 2010. "Inequality of opportunity and income inequality in nine Chinese provinces, 1989-2006," China Economic Review, Elsevier, vol. 21(4), pages 607-616, December.
    19. Maja Micevska Scharf & Dil Bahadur Rahut, 2014. "Nonfarm Employment and Rural Welfare: Evidence from the Himalayas," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1183-1197.
    20. Giora Hanoch, 1967. "An Economic Analysis of Earnings and Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 2(3), pages 310-329.
    21. Emily Hannum, 2005. "Market transition, educational disparities, and family strategies in rural china: New evidence on gender stratification and development," Demography, Springer;Population Association of America (PAA), vol. 42(2), pages 275-299, May.
    22. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    23. Gustafsson, Bjorn & Shi, Li, 2003. "The Ethnic Minority-Majority Income Gap in Rural China during Transition," Economic Development and Cultural Change, University of Chicago Press, vol. 51(4), pages 805-822, July.
    24. Xiaobing Wang & Chengfang Liu & Linxiu Zhang & Renfu Luo & Thomas Glauben & Yaojiang Shi & Scott Rozelle & Brian Sharbono, 2011. "What is keeping the poor out of college?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 3(2), pages 131-149, May.
    25. Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 429-450, December.
    26. Li, Chao & Gibson, John, 2013. "Rising Regional Inequality in China: Fact or Artifact?," World Development, Elsevier, vol. 47(C), pages 16-29.
    27. Morduch, Jonathan & Sicular, Terry, 2000. "Politics, growth, and inequality in rural China: does it pay to join the Party?," Journal of Public Economics, Elsevier, vol. 77(3), pages 331-356, September.
    28. repec:dau:papers:123456789/1552 is not listed on IDEAS
    29. C�line Bonnefond & Matthieu Cl�ment, 2012. "An analysis of income polarisation in rural and urban China," Post-Communist Economies, Taylor & Francis Journals, vol. 24(1), pages 15-37, June.
    30. Chen, Zhihong & Ge, Ying & Lai, Huiwen & Wan, Chi, 2013. "Globalization and Gender Wage Inequality in China," World Development, Elsevier, vol. 44(C), pages 256-266.
    31. Florence Jusot & Sandy Tubeuf & Alain Trannoy, 2013. "Circumstances And Efforts: How Important Is Their Correlation For The Measurement Of Inequality Of Opportunity In Health?," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1470-1495, December.
    32. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality of opportunity in Brazil," Post-Print halshs-00754189, HAL.
    33. Gourieroux, Christian & Monfort, Alain & Renault, Eric & Trognon, Alain, 1987. "Generalised residuals," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 5-32.
    34. Qin, Xuezheng & Wang, Tianyu & Zhuang, Castiel Chen, 2016. "Intergenerational transfer of human capital and its impact on income mobility: Evidence from China," China Economic Review, Elsevier, vol. 38(C), pages 306-321.
    35. Yang, Xiuna & Gustafsson, Björn & Sicular, Terry, 2021. "Inequality of opportunity in household income, China 2002–2018," China Economic Review, Elsevier, vol. 69(C).
    36. Gustafsson, Bjorn & Shi, Li, 2002. "Income inequality within and across counties in rural China 1988 and 1995," Journal of Development Economics, Elsevier, vol. 69(1), pages 179-204, October.
    37. Xiaoyun Liu & Terry Sicular, 2009. "Nonagricultural Employment Determinants and Income Inequality Decomposition," Chinese Economy, Taylor & Francis Journals, vol. 42(4), pages 29-43, July.
    38. Ashish Singh, 2012. "Inequality Of Opportunity In Earnings And Consumption Expenditure: The Case Of Indian Men," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(1), pages 79-106, March.
    39. Song, Jing & Cavusgil, Erin & Li, Jianping & Luo, Ronghua, 2016. "Social stratification and mobility among Chinese middle class households: An empirical investigation," International Business Review, Elsevier, vol. 25(3), pages 646-656.
    40. Céline Bonnefond & Matthieu Clément, 2012. "An analysis of income polarisation in rural and urban China," Post-Print hal-00807210, HAL.
    41. Ha, Wei & Yi, Junjian & Yuan, Ye & Zhang, Junsen, 2016. "The dynamic effect of rural-to-urban migration on inequality in source villages: System GMM estimates from rural China," China Economic Review, Elsevier, vol. 37(C), pages 27-39.
    42. Vito Peragine, 2004. "Ranking Income Distributions According to Equality of Opportunity," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 11-30, April.
    43. Shi, Xinjie, 2019. "Inequality of opportunity in energy consumption in China," Energy Policy, Elsevier, vol. 124(C), pages 371-382.
    44. Junsen Zhang & Jun Han & Pak-Wai Liu & Yaohui Zhao, 2008. "Trends in the Gender Earnings Differential in Urban China, 1988–2004," ILR Review, Cornell University, ILR School, vol. 61(2), pages 224-243, January.
    45. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    46. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," Post-Print halshs-00754503, HAL.
    47. Terry Sicular & Yue Ximing & Björn Gustafsson & Li Shi, 2007. "The Urban–Rural Income Gap And Inequality In China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 93-126, March.
    48. repec:dau:papers:123456789/11396 is not listed on IDEAS
    49. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    50. Florian Wendelspiess Chavez Juarez & Isidro Soloaga, 2014. "iop: Estimating ex-ante inequality of opportunity," Stata Journal, StataCorp LLC, vol. 14(4), pages 830-846, December.
    51. Ragui Assaad & Caroline Krafft & John Roemer & Djavad Salehi‐Isfahani, 2018. "Inequality of Opportunity in Wages and Consumption in Egypt," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(s1), pages 26-54, October.
    52. Bowles, Samuel, 1972. "Schooling and Inequality from Generation to Generation," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 219-251, Part II, .
    53. repec:hal:pseose:halshs-00879769 is not listed on IDEAS
    54. Weiss, Randall D, 1970. "The Effect of Education on the Earnings of Blacks and Whites," The Review of Economics and Statistics, MIT Press, vol. 52(2), pages 150-159, May.
    55. Dai, Xinchen & Li, Jing, 2021. "Inequality of opportunity in China: Evidence from pseudo panel data," China Economic Review, Elsevier, vol. 68(C).
    56. Kung, James K S & Lee, Yiu-fai, 2001. "So What If There Is Income Inequality? The Distributive Consequence of Nonfarm Employment in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 50(1), pages 19-46, October.
    57. Xuehua Shi & Xiaoyun Liu & Alexander Nuetah & Xian Xin, 2010. "Determinants of Household Income Mobility in Rural China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(2), pages 41-59, March.
    58. Song, Yang & Zhou, Guangsu, 2019. "Inequality of opportunity and household education expenditures: Evidence from panel data in China," China Economic Review, Elsevier, vol. 55(C), pages 85-98.
    59. Benjamin, Dwayne & Brandt, Loren & Giles, John, 2005. "The Evolution of Income Inequality in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 769-824, July.
    60. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
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