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Are the Children of Uneducated Farmers Doubly Doomed? Farm, Nonfarm and Intergenerational Educational Mobility in Rural China

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  • Emran, M. Shahe
  • Sun, Yan

Abstract

This paper relaxes the single factor model of intergenerational educational mobility standard in the literature, and develops a research design to study the effects of parents' education and occupation on children's schooling. We use survey data from rural China that cover three generations and are not subject to coresidency bias. The evidence from recently developed matching and propensity score weighted estimators shows that the mean effects of parents education from the standard model miss substantial heterogeneity. Within the low education subsample, a son (girl) attains about 0.80 (0.60) years of additional schooling when born into a non-farm household compared to a farm household, and among the farming households, a child gains a one year of schooling when at least one parent has more than primary schooling. Having nonfarm parents, however, does not confer any advantages over the farmer parents if the farmers are relatively more educated, even though nonfarm households have significantly higher income. This suggests that income plays a secondary role to parental education. Estimates of cross-partial effects without imposing functional form show little evidence of complementarity between parental education and non-farm occupation. The role of family background remains stable across generations for girls, but for boys, family background has become more important after the market reform.

Suggested Citation

  • Emran, M. Shahe & Sun, Yan, 2014. "Are the Children of Uneducated Farmers Doubly Doomed? Farm, Nonfarm and Intergenerational Educational Mobility in Rural China," MPRA Paper 59230, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:59230
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    1. Quheng Deng & Björn Gustafsson & Shi Li, 2013. "Intergenerational Income Persistence in Urban China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(3), pages 416-436, September.
    2. Chen, Jian & Fleisher, Belton M., 1996. "Regional Income Inequality and Economic Growth in China," Journal of Comparative Economics, Elsevier, vol. 22(2), pages 141-164, April.
    3. repec:hal:pseose:halshs-00859751 is not listed on IDEAS
    4. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    5. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-740, August.
    6. Sato, Hiroshi & Li, Shi, 2007. "Class Origin, Family Culture, and Intergenerational Correlation of Education in Rural China," IZA Discussion Papers 2642, Institute of Labor Economics (IZA).
    7. Kanbur, Ravi & Zhang, Xiaobo, 2001. "Fifty Years of Regional Inequality in China: A Journey through Revolution, Reform and Openness," CEPR Discussion Papers 2887, C.E.P.R. Discussion Papers.
    8. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    9. Emran, M. Shahe & Shilpi, Forhad, 2015. "Gender, Geography, and Generations: Intergenerational Educational Mobility in Post-Reform India," World Development, Elsevier, vol. 72(C), pages 362-380.
    10. Gustafsson,Björn A. & Shi,Li & Sicular,Terry (ed.), 2008. "Inequality and Public Policy in China," Cambridge Books, Cambridge University Press, number 9780521870450, September.
    11. Martin Ravallion & Shaohua Chen, 1999. "When Economic Reform is Faster Then Statistical Reform: Measuring and Explaining Income Inequality in Rural China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(1), pages 33-56, February.
    12. Honge Gong & Andrew Leigh & Xin Meng, 2012. "Intergenerational Income Mobility In Urban China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(3), pages 481-503, September.
    13. Tao Yang, Dennis, 2004. "Education and allocative efficiency: household income growth during rural reforms in China," Journal of Development Economics, Elsevier, vol. 74(1), pages 137-162, June.
    14. Lee A. Lillard & Robert J. Willis, 1994. "Intergenerational Educational Mobility: Effects of Family and State in Malaysia," Journal of Human Resources, University of Wisconsin Press, vol. 29(4), pages 1126-1166.
    15. Brown, Philip H. & Park, Albert, 2002. "Education and poverty in rural China," Economics of Education Review, Elsevier, vol. 21(6), pages 523-541, December.
    16. Hertz Tom & Jayasundera Tamara & Piraino Patrizio & Selcuk Sibel & Smith Nicole & Verashchagina Alina, 2008. "The Inheritance of Educational Inequality: International Comparisons and Fifty-Year Trends," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-48, January.
    17. M. Niaz Asadullah, 2012. "Intergenerational Wealth Mobility in Rural Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1193-1208, September.
    18. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    19. Paolo Brunori & Francisco H. G. Ferreira & Vito Peragine, 2013. "Inequality of Opportunity, Income Inequality, and Economic Mobility: Some International Comparisons," Palgrave Macmillan Books, in: Eva Paus (ed.), Getting Development Right, chapter 0, pages 85-115, Palgrave Macmillan.
    20. 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.
    21. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    22. Mukherjee, Anit & Zhang, Xiaobo, 2005. "Rural non-farm development in China and India: the role of policies and institutions," DSGD discussion papers 24, International Food Policy Research Institute (IFPRI).
    23. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    24. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    25. Thomas Bossuroy & Denis Cogneau, 2013. "Social Mobility in Five African Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59, pages 84-110, October.
    26. Ragui Assaad & Mohamed Saleh, 2018. "Does Improved Local Supply of Schooling Enhance Intergenerational Mobility in Education? Evidence from Jordan," The World Bank Economic Review, World Bank, vol. 32(3), pages 633-655.
    27. 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.
    28. Christian Daude, 2011. "Ascendance by Descendants?: On Intergenerational Education Mobility in Latin America," OECD Development Centre Working Papers 297, OECD Publishing.
    29. Alan de Brauw & John Giles, 2017. "Migrant Opportunity and the Educational Attainment of Youth in Rural China," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 272-311.
    30. Björklund, Anders & Salvanes, Kjell G., 2011. "Education and Family Background: Mechanisms and Policies," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 3, pages 201-247, Elsevier.
    31. Knight, John & Song, Lina, 1999. "The Rural-Urban Divide: Economic Disparities and Interactions in China," OUP Catalogue, Oxford University Press, number 9780198293309.
    32. Asadullah, M. Niaz & Yalonetzky, Gaston, 2012. "Inequality of Educational Opportunity in India: Changes Over Time and Across States," World Development, Elsevier, vol. 40(6), pages 1151-1163.
    33. Binder, Melissa & Woodruff, Christopher, 2002. "Inequality and Intergenerational Mobility in Schooling: The Case of Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 50(2), pages 249-267, January.
    34. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    35. Jo Blanden & Paul Gregg & Lindsey Macmillan, 2007. "Accounting for Intergenerational Income Persistence: Noncognitive Skills, Ability and Education," Economic Journal, Royal Economic Society, vol. 117(519), pages 43-60, March.
    36. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    37. Thomas, Duncan, 1996. "Education across Generations in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 330-334, May.
    38. Knight, John & Song, Lina, 1993. "The Spatial Contribution to Income Inequality in Rural China," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 17(2), pages 195-213, June.
    39. Björklund, Anders & Jäntti, Markus & Lindquist, Matthew J., 2009. "Family background and income during the rise of the welfare state: Brother correlations in income for Swedish men born 1932-1968," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 671-680, June.
    40. Lars Lefgren & Matthew J. Lindquist & David Sims, 2012. "Rich Dad, Smart Dad: Decomposing the Intergenerational Transmission of Income," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 268-303.
    41. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June.
    42. Björklund Anders & Lindahl Lena & Lindquist Matthew J., 2010. "What More Than Parental Income, Education and Occupation? An Exploration of What Swedish Siblings Get from Their Parents," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-40, November.
    43. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 669-700.
    44. Kanbur, Ravi & Zhang, Xiaobo, 1999. "Which Regional Inequality? The Evolution of Rural-Urban and Inland-Coastal Inequality in China from 1983 to 1995," Journal of Comparative Economics, Elsevier, vol. 27(4), pages 686-701, December.
    45. Xin Wei & Mun Tsang & Weibin Xu & Liang-Kun Chen, 1999. "Education and Earnings in Rural China," Education Economics, Taylor & Francis Journals, vol. 7(2), pages 167-187.
    46. Fleisher, Belton M. & Wang, Xiaojun, 2005. "Returns to schooling in China under planning and reform," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 265-277, June.
    47. Khan, Azizur Rahman & Riskin, Carl, 2001. "Inequality and Poverty in China in the Age of Globalization," OUP Catalogue, Oxford University Press, number 9780195136494.
    48. 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.
    49. M. Shahe Emran & Forhad Shilpi, 2011. "Intergenerational Occupational Mobility in Rural Economy: Evidence from Nepal and Vietnam," Journal of Human Resources, University of Wisconsin Press, vol. 46(2), pages 427-458.
    50. John Knight & Li Shi & Deng Quheng, 2010. "Education and the Poverty Trap in Rural China: Closing the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 38(1), pages 1-24.
    51. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    52. Corak,Miles (ed.), 2004. "Generational Income Mobility in North America and Europe," Cambridge Books, Cambridge University Press, number 9780521827607, September.
    53. repec:dau:papers:123456789/12594 is not listed on IDEAS
    54. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    55. McGuire, William & Fleisher, Belton & Sheldon, Ian M., 2007. "Off-Farm Employment Opportunities and Educational Attainment in Rural China," 2007: China's Agricultural Trade: Issues and Prospects Symposium, July 2007, Beijing, China 55029, International Agricultural Trade Research Consortium.
    56. Hai Fang & Karen N. Eggleston & John A. Rizzo & Scott Rozelle & Richard J. Zeckhauser, 2012. "The Returns to Education in China: Evidence from the 1986 Compulsory Education Law," NBER Working Papers 18189, National Bureau of Economic Research, Inc.
    57. Yang, Dennis Tao & An, Mark Yuying, 2002. "Human capital, entrepreneurship, and farm household earnings," Journal of Development Economics, Elsevier, vol. 68(1), pages 65-88, June.
    58. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    59. Alan De Brauw & Scott Rozelle, 2008. "Reconciling the Returns to Education in Off‐Farm Wage Employment in Rural China," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 57-71, February.
    60. Keith Griffin & Azizur Rahman Khan & Carl Riskin, 1999. "Income Distribution in Urban China during the Period of Economic Reform and Globalization," American Economic Review, American Economic Association, vol. 89(2), pages 296-300, May.
    61. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800, Elsevier.
    62. Daniel Aaronson & Bhashkar Mazumder, 2008. "Intergenerational Economic Mobility in the United States, 1940 to 2000," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    63. Rozelle Scott, 1994. "Rural Industrialization and Increasing Inequality: Emerging Patterns in China's Reforming Economy," Journal of Comparative Economics, Elsevier, vol. 19(3), pages 362-391, December.
    64. Zimmerman, David J, 1992. "Regression toward Mediocrity in Economic Stature," American Economic Review, American Economic Association, vol. 82(3), pages 409-429, June.
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    More about this item

    Keywords

    Educational Mobility; Inequality; Rural China; Nonfarm; Education and Occupation; Family Background; Heterogeneity; Complementarity; Market Reform; Gender Gap;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

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