IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v55y2019icp85-98.html
   My bibliography  Save this article

Inequality of opportunity and household education expenditures: Evidence from panel data in China

Author

Listed:
  • Song, Yang
  • Zhou, Guangsu

Abstract

This paper offers one of the first pieces of empirical evidence on the impact of inequality of opportunity on household education investment by using the panel data from China Family Panel Studies (CFPS) in three waves (2010, 2012 and 2014). Our result suggests that inequality of opportunity has a negative effect on household education expenditures. This result is robust to a series of robustness checks. Furthermore, for relatively disadvantaged households (household heads with less education, income, or rural hukou status), inequality of opportunity has a larger negative effect on their education expenditures. Policy suggestions to lower inequality of opportunity may include reducing labor market discrimination based on gender and hukou status, balancing education resources to create more equal educational opportunities, and offering children education subsidies in low-income families.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:chieco:v:55:y:2019:i:c:p:85-98
    DOI: 10.1016/j.chieco.2019.03.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X19300288
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2019.03.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Meng, Xin & Gregory, Robert & Wang, Youjuan, 2005. "Poverty, inequality, and growth in urban China, 1986-2000," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 710-729, December.
    2. Dennis Tao Yang & Vivian Weijia Chen & Ryan Monarch, 2010. "Rising Wages: Has China Lost Its Global Labor Advantage?," Pacific Economic Review, Wiley Blackwell, vol. 15(4), pages 482-504, October.
    3. 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.
    4. Tansel, AysIt & Bircan, Fatma, 2006. "Demand for education in Turkey: A tobit analysis of private tutoring expenditures," Economics of Education Review, Elsevier, vol. 25(3), pages 303-313, June.
    5. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    6. 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.
    7. Ferreira, Francisco H. G. & Lakner, Christoph & Lugo, Maria Ana & Ozler, Berk, 2014. "Inequality of opportunity and economic growth : a cross-country analysis," Policy Research Working Paper Series 6915, The World Bank.
    8. repec:dau:papers:123456789/1552 is not listed on IDEAS
    9. Gustafsson, Bjorn & Li, Shi, 2004. "Expenditures on education and health care and poverty in rural China," China Economic Review, Elsevier, vol. 15(3), pages 292-301.
    10. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
    11. Lazear, Edward P. & Michael, Robert T., 1988. "Allocation of Income within the Household," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226469669, September.
    12. Alesina, Alberto & La Ferrara, Eliana, 2005. "Preferences for redistribution in the land of opportunities," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 897-931, June.
    13. Francisco H.G. Ferreira, 2001. "Education for the masses? The interaction between wealth, educational and political inequalities," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(2), pages 533-552, July.
    14. Almas Heshmati & Biwei Su, 2017. "Analysis Of Gender Wage Differential In China’S Urban Labor Market," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 62(02), pages 423-445, June.
    15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    16. Arleen Leibowitz, 1974. "Home Investments in Children," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 432-456, National Bureau of Economic Research, Inc.
    17. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    18. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality Of Opportunity In Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(4), pages 585-618, December.
    19. Nadia Belhaj Hassine, 2012. "Inequality of Opportunity in Egypt," The World Bank Economic Review, World Bank, vol. 26(2), pages 265-295.
    20. Dwayne Benjamin & Loren Brandt & John Giles, 2011. "Did Higher Inequality Impede Growth in Rural China?," Economic Journal, Royal Economic Society, vol. 121(557), pages 1281-1309, December.
    21. 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.
    22. 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.
    23. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    24. Shorrocks, Anthony F, 1984. "Inequality Decomposition by Population Subgroups," Econometrica, Econometric Society, vol. 52(6), pages 1369-1385, November.
    25. Yang Song, 2012. "Poverty Reduction in China: The Contribution of Popularizing Primary Education," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 20(1), pages 105-122, January.
    26. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    27. Yang Song, 2016. "Hukou-based labour market discrimination and ownership structure in urban China," Urban Studies, Urban Studies Journal Limited, vol. 53(8), pages 1657-1673, June.
    28. Corneo, Giacomo & Jeanne, Olivier, 1999. "Social Organization in an Endogenous Growth Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 711-725, August.
    29. Mejia, Daniel & St-Pierre, Marc, 2008. "Unequal opportunities and human capital formation," Journal of Development Economics, Elsevier, vol. 86(2), pages 395-413, June.
    30. 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.
    31. Wenkai Sun & Xianghong Wang, 2013. "Do Relative Income and Income Inequality Affect Consumption? Evidence from the Villages of Rural China," Journal of Development Studies, Taylor & Francis Journals, vol. 49(4), pages 533-546, April.
    32. Jin, Ye & Li, Hongbin & Wu, Binzhen, 2011. "Income inequality, consumption, and social-status seeking," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 191-204, June.
    33. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
    34. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    35. Quheng Deng & Jinjun Xue, 2014. "Multivariate Tobit System Estimation Of Education Expenditure In Urban China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 59(01), pages 1-14.
    36. Hongbin Li & Lei Li & Binzhen Wu & Yanyan Xiong, 2012. "The End of Cheap Chinese Labor," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 57-74, Fall.
    37. Song, Yang, 2014. "What should economists know about the current Chinese hukou system?," China Economic Review, Elsevier, vol. 29(C), pages 200-212.
    38. Richard Arneson, 2018. "Four Conceptions of Equal Opportunity," Economic Journal, Royal Economic Society, vol. 128(612), pages 152-173.
    39. Yanbin Chen & Yumei Guo & Jingyi Huang & Yang Song, 2019. "Intergenerational transmission of education in China: New evidence from the Chinese Cultural Revolution," Review of Development Economics, Wiley Blackwell, vol. 23(1), pages 501-527, February.
    40. Song, Yang, 2013. "Rising Chinese regional income inequality: The role of fiscal decentralization," China Economic Review, Elsevier, vol. 27(C), pages 294-309.
    41. Hashimoto, Keiji & Heath, Julia A., 1995. "Income elasticities of educational expenditure by income class: The case of Japanese households," Economics of Education Review, Elsevier, vol. 14(1), pages 63-71, March.
    42. Richard Arneson, 2018. "Four Conceptions of Equal Opportunity," Economic Journal, Royal Economic Society, vol. 128(612), pages 152-173, July.
    43. Chi, Wei & Qian, Xiaoye, 2016. "Human capital investment in children: An empirical study of household child education expenditure in China, 2007 and 2011," China Economic Review, Elsevier, vol. 37(C), pages 52-65.
    44. Arleen Leibowitz, 1974. "Home Investments in Children," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 111-135, National Bureau of Economic Research, Inc.
    45. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    46. Leibowitz, Arleen, 1974. "Home Investments in Children," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 111-131, Part II, .
    47. repec:dau:papers:123456789/11396 is not listed on IDEAS
    48. Ravi Kanbur & Adam Wagstaff, 2015. "Inequality of Opportunity: Reply to Pedro Rosa Dias and Erik Schokkaert," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1253-1255, October.
    49. Gustavo A. Marrero & Juan Gabriel Rodríguez, 2012. "Inequality of Opportunity in Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(4), pages 597-621, December.
    50. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Paul Hufe & Andreas Peichl & Daniel Weishaar, 2022. "Lower and upper bound estimates of inequality of opportunity for emerging economies," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 58(3), pages 395-427, April.
    2. Ana Su rez lvarez & Ana Jes s L pez Men ndez, 2018. "Inequality of Opportunity in Developing countries: Does the income aggregate matter?," LIS Working papers 739, LIS Cross-National Data Center in Luxembourg.
    3. Ana Suárez Álvarez & Ana Jesús López Menéndez, 2020. "Trends in Inequality of Opportunity for Developing Countries: Does the Economic Indicator Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 503-539, June.
    4. Nan Zhao & Wanqing Liao & Jun Xia & Zizhe Zhang, 2023. "The effect of intergenerational mobility on family education investment: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    5. Shi, Xinjie, 2022. "Inequality of opportunity in earnings in rural China," Journal of Asian Economics, Elsevier, vol. 81(C).
    6. Wang, Haining & Cheng, Zhiming, 2021. "Mama loves you: The gender wage gap and expenditure on children's education in China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1015-1034.
    7. Qin, Xiaodi & Wu, Haitao & Li, Rongrong, 2022. "Digital finance and household carbon emissions in China," China Economic Review, Elsevier, vol. 76(C).
    8. Song, Yang & Wu, Weixing & Zhou, Guangsu, 2020. "Inequality of opportunity and household risky asset investment: Evidence from panel data in China," China Economic Review, Elsevier, vol. 63(C).
    9. Anis Ochi & Yosra Saidi, 2022. "Do Tunisian Children Have an Equal Chance to Access to School 8 Years After Revolution?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2007-2029, September.
    10. Dong, Shizheng & Zhang, Zili & Han, Yiduo & Si, Yanwu, 2023. "Do pension subsidies reduce household education expenditure inequality? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 532-540.
    11. Jiantao Zhou & Eddie Chi-Man Hui & Huiwen Peng, 2022. "Chasing opportunity? Inequality of opportunity and educational self-selection of interprovincial migrants in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 281-309, October.
    12. Wang, Haining & Cheng, Zhiming, 2022. "Kids eat free: School feeding and family spending on education," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 196-212.
    13. Guangsu Zhou & Lizhong Liu & Yang Song, 2022. "Inequality of opportunity and mass incidents: Evidence from China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(3), pages 465-488, July.
    14. Jason Hung, 2022. "Hukou System Influencing the Structural, Institutional Inequalities in China: The Multifaceted Disadvantages Rural Hukou Holders Face," Social Sciences, MDPI, vol. 11(5), pages 1-18, April.
    15. Huang, Xiao & Huang, Shoujun & Shui, Ailun, 2021. "Government spending and intergenerational income mobility: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 387-414.
    16. Dai, Xinchen & Li, Jing, 2021. "Inequality of opportunity in China: Evidence from pseudo panel data," China Economic Review, Elsevier, vol. 68(C).
    17. Fang, Guanfu & Zhu, Ying, 2022. "Long-term impacts of school nutrition: Evidence from China’s school meal reform," World Development, Elsevier, vol. 153(C).
    18. Jason Hung & Mark Ramsden, 2021. "The Application of Human Capital Theory and Educational Signalling Theory to Explain Parental Influences on the Chinese Population’s Social Mobility Opportunities," Social Sciences, MDPI, vol. 10(10), pages 1-7, September.
    19. Asmat Ullah & Saba Shaukat & Bilal Tariq, 2022. "Household Socio-Demographic Characteristics and Out of Pocket Educational Expenditure in Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 8(4), pages 1-7, December.
    20. Chen, Yuanyuan & Yuan, Meng & Zhang, Min, 2023. "Income inequality and educational expenditures on children: Evidence from the China Family Panel Studies," China Economic Review, Elsevier, vol. 78(C).
    21. Pedro Salas-Rojo & Juan Gabriel Rodríguez, 2019. "The distribution of wealth in the U.S. and Spain: the role of socio-economic factors," Working Papers 506, ECINEQ, Society for the Study of Economic Inequality.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Song, Yang & Wu, Weixing & Zhou, Guangsu, 2020. "Inequality of opportunity and household risky asset investment: Evidence from panel data in China," China Economic Review, Elsevier, vol. 63(C).
    2. Guangsu Zhou & Lizhong Liu & Yang Song, 2022. "Inequality of opportunity and mass incidents: Evidence from China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(3), pages 465-488, July.
    3. Dai, Xinchen & Li, Jing, 2021. "Inequality of opportunity in China: Evidence from pseudo panel data," China Economic Review, Elsevier, vol. 68(C).
    4. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    5. Ana Suárez Álvarez & Ana Jesús López Menéndez, 2018. "Assessing Changes Over Time in Inequality of Opportunity: The Case of Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(3), pages 989-1014, October.
    6. Ana Suárez Álvarez & Ana Jesús López Menéndez, 2016. "Inequality of opportunity and income inequality in Spain: An analysis over time," Working Papers 423, ECINEQ, Society for the Study of Economic Inequality.
    7. Vito Peragine & Federico Biagi, 2019. "Equality of opportunity: theory, measurement and policy implications," JRC Research Reports JRC118542, Joint Research Centre.
    8. Giuseppe Arbia & Maria Lucia Pace, 2018. "Testing inequality of opportunities in Italy using the ANOVA framework," Empirical Economics, Springer, vol. 55(1), pages 297-322, August.
    9. Pau Insa-Sánchez, 2021. "Inequality of Opportunity in Access to Secondary Education in 19th Century," Documentos de Trabajo (DT-AEHE) 2106, Asociación Española de Historia Económica.
    10. Leopoldo Cabrera & Gustavo A. Marrero & Juan Gabriel Rodríguez & Pedro Salas-Rojo, 2021. "Inequality of Opportunity in Spain: New Insights from New Data," Hacienda Pública Española / Review of Public Economics, IEF, vol. 237(2), pages 153-185, June.
    11. Kristof Bosmans & Z. Emel Öztürk, 2021. "Measurement of inequality of opportunity: A normative approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(2), pages 213-237, June.
    12. Ferreira, Francisco H. G. & Peragine, Vito, 2015. "Equality of Opportunity: Theory and Evidence," IZA Discussion Papers 8994, Institute of Labor Economics (IZA).
    13. Gustavo A. Marrero & Juan Gabriel Rodríguez, 2019. "Inequality and growth: The cholesterol hypothesis," Working Papers 501, ECINEQ, Society for the Study of Economic Inequality.
    14. Aitor Calo-Blanco & J. García-Pérez, 2014. "On the welfare loss caused by inequality of opportunity," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 221-237, June.
    15. Francisco Ferreira & Jérémie Gignoux & Meltem Aran, 2011. "Measuring inequality of opportunity with imperfect data: the case of Turkey," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 651-680, December.
    16. Ferreira, Francisco H. G. & Lakner, Christoph & Lugo, Maria Ana & Ozler, Berk, 2014. "Inequality of opportunity and economic growth : a cross-country analysis," Policy Research Working Paper Series 6915, The World Bank.
    17. Paolo Brunori & Vito Peragine & Laura Serlenga, 2019. "Upward and downward bias when measuring inequality of opportunity," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(4), pages 635-661, April.
    18. Xavier Ramos & Dirk Van de gaer, 2021. "Is Inequality of Opportunity Robust to the Measurement Approach?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(1), pages 18-36, March.
    19. Xavier Ramos & Dirk Van de gaer, 2012. "Empirical approaches to inequality of opportunity: Principles, measures, and evidence," Working Papers 259, ECINEQ, Society for the Study of Economic Inequality.
    20. Andreas Peichl & Martin Ungerer, 2016. "Accounting for the spouse when measuring inequality of opportunity," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 47(3), pages 607-631, October.

    More about this item

    Keywords

    Income inequality; Inequality of opportunity; Education expenditures; China;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • D33 - Microeconomics - - Distribution - - - Factor Income Distribution
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:55:y:2019:i:c:p:85-98. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.