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Gender Bias and Intergenerational Educational Mobility: Theory and Evidence from China and India

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  • Emran, M. Shahe
  • Jiang, Hanchen
  • Shilpi, Forhad

Abstract

We incorporate gender bias against girls in the family, the school and the labor market in a model of intergenerational persistence in schooling where parents self-finance children's education because of credit market imperfections. Parents may underestimate a girl's ability, expect lower returns, and assign lower weights to their welfare ("pure son preference"). The model delivers the widely-used linear conditional expectation function (CEF) under constant returns and separability, but generates an irrelevance result: parental bias does not affect relative mobility. With diminishing returns and complementarity, the CEF can be concave or convex, and parental bias affects both relative and absolute mobility. We test these predictions in India and China using data not subject to coresidency bias. The evidence rejects the linear CEF, both in rural and urban India, in favor of a concave relation. The girls face lower mobility irrespective of location in India when born to fathers with low schooling, but the gender gap closes when the father is college educated. In China, the CEF is convex for sons in urban areas, but linear in all other cases. The convexity supports the complementarity hypothesis of Becker et al. (2018) for the urban sons, and leads to gender divergence in relative mobility for the children of highly educated fathers. In urban China, and urban and rural India, the mechanisms are underestimation of ability of girls and unfavorable school environment. There is some evidence of pure son preference in rural India. The girls in rural China do not face bias in financial investment by parents, but they still face lower mobility when born to uneducated parents. Gender barriers in rural schools seem to be the primary mechanism, with no convincing evidence of parental bias.

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  • Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2020. "Gender Bias and Intergenerational Educational Mobility: Theory and Evidence from China and India," GLO Discussion Paper Series 497, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:497
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    1. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    2. 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.
    3. Monica J. Grant & Jere R. Behrman, 2010. "Gender Gaps in Educational Attainment in Less Developed Countries," Population and Development Review, The Population Council, Inc., vol. 36(1), pages 71-89, March.
    4. 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.
    5. Anjali Adukia, 2017. "Sanitation and Education," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 23-59, April.
    6. Robert Jensen, 2012. "Do Labor Market Opportunities Affect Young Women's Work and Family Decisions? Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 753-792.
    7. John A. Bishop & Feijun Luo & Fang Wang, 2005. "Economic transition, gender bias, and the distribution of earnings in China," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(2), pages 239-259, April.
    8. Corak,Miles (ed.), 2004. "Generational Income Mobility in North America and Europe," Cambridge Books, Cambridge University Press, number 9780521827607.
    9. Sanghamitra Kanjilal-Bhaduri & Francesco Pastore, 2018. "Returns to Education and Female Participation Nexus: Evidence from India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 61(3), pages 515-536, September.
    10. 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.
    11. Jere R. Behrman, 2019. "Human capital and social mobility in low- and middle-income countries," WIDER Working Paper Series wp-2019-85, World Institute for Development Economic Research (UNU-WIDER).
    12. 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.
    13. Laura Chadwick & Gary Solon, 2002. "Intergenerational Income Mobility Among Daughters," American Economic Review, American Economic Association, vol. 92(1), pages 335-344, March.
    14. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    15. Asadullah, M. Niaz & Xiao, Saizi, 2020. "The changing pattern of wage returns to education in post-reform China," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 137-148.
    16. Farzana Afridi & Taryn Dinkelman & Kanika Mahajan, 2018. "Why are fewer married women joining the work force in rural India? A decomposition analysis over two decades," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(3), pages 783-818, July.
    17. Ahsan, Reshad N. & Chatterjee, Arpita, 2017. "Trade liberalization and intergenerational occupational mobility in urban India," Journal of International Economics, Elsevier, vol. 109(C), pages 138-152.
    18. M. Shahe Emran & William Greene & Forhad Shilpi, 2018. "When Measure Matters: Coresidency, Truncation Bias, and Intergenerational Mobility in Developing Countries," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 589-607.
    19. Liu, Zhiqiang, 1998. "Earnings, Education, and Economic Reforms in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 46(4), pages 697-725, July.
    20. Mehtabul Azam & Vipul Bhatt, 2015. "Like Father, Like Son? Intergenerational Educational Mobility in India," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 1929-1959, December.
    21. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    22. Azam Mehtabul, 2016. "Intergenerational Educational Persistence among Daughters: Evidence from India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(4), pages 1-16, October.
    23. Seema Jayachandran, 2015. "The Roots of Gender Inequality in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
    24. Meng, Xin & Kidd, Michael P., 1997. "Labor Market Reform and the Changing Structure of Wage Determination in China's State Sector during the 1980s," Journal of Comparative Economics, Elsevier, vol. 25(3), pages 403-421, December.
    25. Yi Fan & Junjian Yi & Junsen Zhang, 2021. "Rising Intergenerational Income Persistence in China," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 202-230, February.
    26. Diva Dhar & Tarun Jain & Seema Jayachandran, 2019. "Intergenerational Transmission of Gender Attitudes: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 55(12), pages 2572-2592, December.
    27. 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.
    28. Azam, Mehtabul & Kingdon, Geeta Gandhi, 2013. "Are Girls the Fairer Sex in India? Revisiting Intra-Household Allocation of Education Expenditure," World Development, Elsevier, vol. 42(C), pages 143-164.
    29. John Knight & Terry Sicular & Ximing Yue, 2011. "Educational Inequality in China: The Intergenerational Dimension," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 201113, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    30. Geeta Gandhi Kingdon, 2007. "The progress of school education in India," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(2), pages 168-195, Summer.
    31. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    32. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    33. 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.
    34. Gary S. Becker & Scott Duke Kominers & Kevin M. Murphy & Jörg L. Spenkuch, 2018. "A Theory of Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 7-25.
    35. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    36. Sonia Bhalotra & Samantha Rawlings, 2013. "Gradients of the Intergenerational Transmission of Health in Developing Countries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 660-672, May.
    37. Geeta Gandhi Kingdon, 1998. "Does the labour market explain lower female schooling in India?," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 39-65.
    38. Magne Mogstad, 2017. "The Human Capital Approach to Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 1862-1868.
    39. Olivier Bargain & Sumon Kumar Bhaumik & Manisha Chakrabarty & Zhong Zhao, 2009. "Earnings Differences Between Chinese And Indian Wage Earners, 1987–2004," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(s1), pages 562-587, July.
    40. Duraisamy, P., 2002. "Changes in returns to education in India, 1983-94: by gender, age-cohort and location," Economics of Education Review, Elsevier, vol. 21(6), pages 609-622, December.
    41. Ambar Narayan & Roy Van der Weide & Alexandru Cojocaru & Christoph Lakner & Silvia Redaelli & Daniel Gerszon Mahler & Rakesh Gupta N. Ramasubbaiah & Stefan Thewissen, 2018. "Fair Progress?," World Bank Publications - Books, The World Bank Group, number 28428, December.
    42. Azam Mehtabul, 2016. "Intergenerational Educational Persistence among Daughters: Evidence from India," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(4), pages 1-16, October.
    43. Maurer-Fazio, Margaret, 1999. "Earnings and education in China's transition to a market economy Survey evidence from 1989 and 1992," China Economic Review, Elsevier, vol. 10(1), pages 17-40.
    44. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    45. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    46. Datta, Sandip & Kingdon, Geeta G., 2019. "Gender Bias in Intra-Household Allocation of Education in India: Has It Fallen over Time?," IZA Discussion Papers 12671, Institute of Labor Economics (IZA).
    47. Björn Gustafsson & Shi Li, 2000. "Economic transformation and the gender earnings gap in urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(2), pages 305-329.
    48. Kanjilal-Bhaduri, Sanghamitra & Pastore, Francesco, 2018. "Returns to Education and Female Work Force Participation Nexus: Evidence from India," GLO Discussion Paper Series 162, Global Labor Organization (GLO).
    49. Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
    50. Emran, M. Shahe & Ferreira, Francisco & Jiang, Yajing & Sun, Yan, 2019. "Intergenerational Educational Mobility in Rural Economy: Evidence from China and India," MPRA Paper 94121, University Library of Munich, Germany.
    51. Zhang, Junsen & Zhao, Yaohui & Park, Albert & Song, Xiaoqing, 2005. "Economic returns to schooling in urban China, 1988 to 2001," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 730-752, December.
    52. Vegard Iversen & Anirudh Krishna & Kunal Sen, 2019. "Beyond Poverty Escapes—Social Mobility in Developing Countries: A Review Article," The World Bank Research Observer, World Bank, vol. 34(2), pages 239-273.
    53. Shahe Emran & Forhad Shilpi, 2019. "Economic approach to intergenerational mobility: Measures, methods, and challenges in developing countries," WIDER Working Paper Series wp-2019-98, World Institute for Development Economic Research (UNU-WIDER).
    54. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    55. Jamison, Dean T. & Van der Gaag, Jacques, 1987. "Education and earnings in the People's Republic of China," Economics of Education Review, Elsevier, vol. 6(2), pages 161-166, April.
    56. Ronald Coase & Ning Wang, 2012. "China in Transition," Palgrave Macmillan Books, in: How China Became Capitalist, chapter 2, pages 22-40, Palgrave Macmillan.
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    Cited by:

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    2. Ahsan, Nazmul & Emran, M. Shahe & Shilpi, Forhad, 2021. "Complementarities and Intergenerational Educational Mobility: Theory and Evidence from Indonesia," MPRA Paper 111125, University Library of Munich, Germany.
    3. Mohammad H. Sepahvand & Roujman Shahbazian, 2021. "Sibling correlation in risk attitudes: evidence from Burkina Faso," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(1), pages 45-72, March.
    4. Ahsan,Md. Nazmul & Emran, M. Shahe & Jiang,Hanchen & Shilpi,Forhad J., 2022. "What the Mean Measures of Mobility Miss : Learning About Intergenerational Mobilityfrom Conditional Variance," Policy Research Working Paper Series 10074, The World Bank.
    5. Gu, Xiang & Hua, Sheng & McKenzie, Tom & Zheng, Yanqiao, 2022. "Like father, like son? Parental input, access to higher education, and social mobility in China," China Economic Review, Elsevier, vol. 72(C).

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    More about this item

    Keywords

    Gender Bias; Intergenerational Mobility; Education; Becker-Tomes Model; Complementarity; Son Preference; India; China; Coresidency Bias;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • O20 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - General

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