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Education and Migrant Health in China

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  • Chen, Yuanyuan
  • Wang, Haining
  • Cheng, Zhiming
  • Smyth, Russell

Abstract

We examine the causal relationship between education and health among migrants using data from the China Migrants Dynamic Survey. Our identification strategy exploits exogenous changes in compulsory schooling laws and expansion in China's higher education sector. We find that an additional year of education increases the mean self-reported health scores of less-educated migrants by 2.6 percentage points; however, no significant effect is found for better-educated migrants. Heterogeneity analysis suggests that this result is driven by the effect of education on health for women and migrants residing in rural areas. We find that for less-educated migrants, the relationship between education and health is mediated by the positive effects of education on health awareness, healthcare utilization, health behaviors, and income. We conclude by emphasizing the implications of our findings for investing in social policies that result in better health outcomes.

Suggested Citation

  • Chen, Yuanyuan & Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2023. "Education and Migrant Health in China," Economic Modelling, Elsevier, vol. 121(C).
  • Handle: RePEc:eee:ecmode:v:121:y:2023:i:c:s0264999323000354
    DOI: 10.1016/j.econmod.2023.106223
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    as
    1. Wang, Haining & Cheng, Zhiming & Smyth, Russell & Sun, Gong & Li, Jie & Wang, Wangshuai, 2022. "University education, homeownership and housing wealth," China Economic Review, Elsevier, vol. 71(C).
    2. Xie, Shiqing & Mo, Taiping, 2014. "The impact of education on health in China," China Economic Review, Elsevier, vol. 29(C), pages 1-18.
    3. Marta Bengoa & Christopher Rick, 2020. "Chinese Hukou Policy and Rural-to-Urban Migrants’ Health: Evidence from Matching Methods," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(2), pages 224-259, April.
    4. Cheng, Zhiming & Guo, Wei & Hayward, Mathew & Smyth, Russell & Wang, Haining, 2021. "Childhood adversity and the propensity for entrepreneurship: A quasi-experimental study of the Great Chinese Famine," Journal of Business Venturing, Elsevier, vol. 36(1).
    5. Li, Hongbin & Ma, Yueyuan & Meng, Lingsheng & Qiao, Xue & Shi, Xinzheng, 2017. "Skill complementarities and returns to higher education: Evidence from college enrollment expansion in China," China Economic Review, Elsevier, vol. 46(C), pages 10-26.
    6. Huang, Bin & Tani, Massimiliano & Wei, Yi & Zhu, Yu, 2022. "Returns to education in China: Evidence from the great higher education expansion," China Economic Review, Elsevier, vol. 74(C).
    7. Akgüç, Mehtap & Liu, Xingfei & Tani, Massimiliano & Zimmermann, Klaus F., 2016. "Risk attitudes and migration," China Economic Review, Elsevier, vol. 37(C), pages 166-176.
    8. Petter Lundborg & Carl Hampus Lyttkens & Paul Nystedt, 2016. "The Effect of Schooling on Mortality: New Evidence From 50,000 Swedish Twins," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1135-1168, August.
    9. James J. Heckman & Xuesong Li, 2004. "Selection bias, comparative advantage and heterogeneous returns to education: evidence from China in 2000," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 155-171, October.
    10. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
    11. Fu, Hongqiao & Ge, Run & Huang, Jialin & Shi, Xinzheng, 2022. "The effect of education on health and health behaviors: Evidence from the college enrollment expansion in China," China Economic Review, Elsevier, vol. 72(C).
    12. Albarrán, Pedro & Hidalgo-Hidalgo, Marisa & Iturbe-Ormaetxe, Iñigo, 2020. "Education and adult health: Is there a causal effect?," Social Science & Medicine, Elsevier, vol. 249(C).
    13. Huang, Bin & Tani, Massimiliano & Zhu, Yu, 2021. "Does higher education make you more entrepreneurial? Causal evidence from China," Journal of Business Research, Elsevier, vol. 135(C), pages 543-558.
    14. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    15. Huang, Bin & Zhu, Yu, 2020. "Higher Education Expansion, the Hukou System, and Returns to Education in China," IZA Discussion Papers 12954, Institute of Labor Economics (IZA).
    16. Chen, Jiaying & Park, Albert, 2021. "School entry age and educational attainment in developing countries: Evidence from China's compulsory education law," Journal of Comparative Economics, Elsevier, vol. 49(3), pages 715-732.
    17. Jiang, Wei & Lu, Yi & Xie, Huihua, 2020. "Education and mental health: Evidence and mechanisms," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 407-437.
    18. Huang, Wei, 2015. "Understanding the Effects of Education on Health: Evidence from China," IZA Discussion Papers 9225, Institute of Labor Economics (IZA).
    19. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.
    20. Celik, Yusuf & Hotchkiss, David R., 2000. "The socio-economic determinants of maternal health care utilization in Turkey," Social Science & Medicine, Elsevier, vol. 50(12), pages 1797-1806, June.
    21. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2019. "Health outcomes, health inequality and Mandarin proficiency in urban China," China Economic Review, Elsevier, vol. 56(C), pages 1-1.
    22. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "The Nonmarket Benefits of Education and Ability," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 282-304.
    23. Ran Xu & Kenneth A. Frank & Spiro J. Maroulis & Joshua M. Rosenberg, 2019. "konfound: Command to quantify robustness of causal inferences," Stata Journal, StataCorp LP, vol. 19(3), pages 523-550, September.
    24. Kiviet, Jan F., 2020. "Testing the impossible: Identifying exclusion restrictions," Journal of Econometrics, Elsevier, vol. 218(2), pages 294-316.
    25. Meng, Xin & Zhao, Guochang, 2021. "The long shadow of a large scale education interruption: The intergenerational effect," Labour Economics, Elsevier, vol. 71(C).
    26. Christian Belzil & Jörgen Hansen, 2002. "Unobserved Ability and the Return to Schooling," Econometrica, Econometric Society, vol. 70(5), pages 2075-2091, September.
    27. Cheng, Zhiming, 2021. "Education and consumption: Evidence from migrants in Chinese cities," Journal of Business Research, Elsevier, vol. 127(C), pages 206-215.
    28. Zajacova, Anna & Hummer, Robert A., 2009. "Gender differences in education effects on all-cause mortality for white and black adults in the United States," Social Science & Medicine, Elsevier, vol. 69(4), pages 529-537, August.
    29. Xindong Xue & Mingmei Cheng & Wangyongxin Zhang, 2021. "Does Education Really Improve Health? A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 35(1), pages 71-105, February.
    30. Wang, Haining & Cheng, Zhiming & Zhe Wang, Ben & Chen, Yuanyuan, 2021. "Childhood left-behind experience and labour market outcomes in China," Journal of Business Research, Elsevier, vol. 132(C), pages 196-207.
    31. Giulietti, Corrado & Wahba, Jackline & Zenou, Yves, 2018. "Strong versus weak ties in migration," European Economic Review, Elsevier, vol. 104(C), pages 111-137.
    32. Li, Bingjing & Zhang, Hongliang, 2017. "Does population control lead to better child quality? Evidence from China’s one-child policy enforcement," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 246-260.
    33. Hayward, Mathew & Cheng, Zhiming & Zhe Wang, Ben, 2022. "Disrupted education, underdogs and the propensity for entrepreneurship: Evidence from China’s sent-down youth program," Journal of Business Research, Elsevier, vol. 151(C), pages 33-39.
    34. Corrado Giulietti & Jackline Wahba & Klaus F. Zimmermann, 2013. "Entrepreneurship of the Left-Behind," Research in Labor Economics, in: Labor Market Issues in China, pages 65-92, Emerald Group Publishing Limited.
    35. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    36. Chakraborty, Tanika & Jayaraman, Rajshri, 2019. "School feeding and learning achievement: Evidence from India's midday meal program," Journal of Development Economics, Elsevier, vol. 139(C), pages 249-265.
    37. Li, Shi & Whalley, John & Xing, Chunbing, 2014. "China's higher education expansion and unemployment of college graduates," China Economic Review, Elsevier, vol. 30(C), pages 567-582.
    38. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2019. "Mother's education and child development: Evidence from the compulsory school reform in China," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 669-692.
    39. Xiao, Yun & Li, Li & Zhao, Liqiu, 2017. "Education on the cheap: The long-run effects of a free compulsory education reform in rural china," Journal of Comparative Economics, Elsevier, vol. 45(3), pages 544-562.
    40. Connelly, Rachel & Zheng, Zhenzhen, 2003. "Determinants of school enrollment and completion of 10 to 18 year olds in China," Economics of Education Review, Elsevier, vol. 22(4), pages 379-388, August.
    41. Ding, Xiaozhou, 2021. "College education and internal migration in China," China Economic Review, Elsevier, vol. 69(C).
    42. Bollini, Paola & Siem, Harald, 1995. "No real progress towards equity: Health of migrants and ethnic minorities on the eve of the year 2000," Social Science & Medicine, Elsevier, vol. 41(6), pages 819-828, September.
    43. Eide, Eric R. & Showalter, Mark H., 2011. "Estimating the relation between health and education: What do we know and what do we need to know?," Economics of Education Review, Elsevier, vol. 30(5), pages 778-791, October.
    44. Borrell, Carme & Muntaner, Carles & Benach, Joan & Artazcoz, Lucía, 2004. "Social class and self-reported health status among men and women: what is the role of work organisation, household material standards and household labour?," Social Science & Medicine, Elsevier, vol. 58(10), pages 1869-1887, May.
    45. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    46. Zhu, Nong, 2002. "The impacts of income gaps on migration decisions in China," China Economic Review, Elsevier, vol. 13(2-3), pages 213-230.
    47. Chen, Juan, 2011. "Internal migration and health: Re-examining the healthy migrant phenomenon in China," Social Science & Medicine, Elsevier, vol. 72(8), pages 1294-1301, April.
    48. Li, Jinhu & Powdthavee, Nattavudh, 2015. "Does more education lead to better health habits? Evidence from the school reforms in Australia," Social Science & Medicine, Elsevier, vol. 127(C), pages 83-91.
    49. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    50. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    51. Amin, Vikesh & Behrman, Jere R. & Spector, Tim D., 2013. "Does more schooling improve health outcomes and health related behaviors? Evidence from U.K. twins," Economics of Education Review, Elsevier, vol. 35(C), pages 134-148.
    52. Kim, Young-Joo, 2016. "The long-run effect of education on obesity in the US," Economics & Human Biology, Elsevier, vol. 21(C), pages 100-109.
    53. Zhongliang Zhou & Yu Fang & Zhiying Zhou & Dan Li & Dan Wang & Yanli Li & Li Lu & Jianmin Gao & Gang Chen, 2017. "Assessing Income-Related Health Inequality and Horizontal Inequity in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 241-256, May.
    54. Cheng, Zhiming & Smyth, Russell, 2021. "Education and migrant entrepreneurship in urban China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 506-529.
    55. Kemptner, Daniel & Jürges, Hendrik & Reinhold, Steffen, 2011. "Changes in compulsory schooling and the causal effect of education on health: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 30(2), pages 340-354, March.
    56. Terraneo, Marco, 2015. "Inequities in health care utilization by people aged 50+: Evidence from 12 European countries," Social Science & Medicine, Elsevier, vol. 126(C), pages 154-163.
    57. Can Tang & Liqiu Zhao & Zhong Zhao, 2020. "Does free education help combat child labor? The effect of a free compulsory education reform in rural China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 601-631, April.
    58. Yaohui Zhao, 1999. "Leaving the Countryside: Rural-to-Urban Migration Decisions in China," American Economic Review, American Economic Association, vol. 89(2), pages 281-286, May.
    59. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    60. Hamad, Rita & Elser, Holly & Tran, Duy C. & Rehkopf, David H. & Goodman, Steven N., 2018. "How and why studies disagree about the effects of education on health: A systematic review and meta-analysis of studies of compulsory schooling laws," Social Science & Medicine, Elsevier, vol. 212(C), pages 168-178.
    61. von Hippel, Paul T. & Lynch, Jamie L., 2014. "Why are educated adults slim—Causation or selection?," Social Science & Medicine, Elsevier, vol. 105(C), pages 131-139.
    62. repec:eme:rlec11:s0147-9121(2013)0000037007 is not listed on IDEAS
    63. Lantz, Paula M. & Lynch, John W. & House, James S. & Lepkowski, James M. & Mero, Richard P. & Musick, Marc A. & Williams, David R., 2001. "Socioeconomic disparities in health change in a longitudinal study of US adults: the role of health-risk behaviors," Social Science & Medicine, Elsevier, vol. 53(1), pages 29-40, July.
    64. Junfu Zhang & Zhong Zhao, 2015. "Social-family network and self-employment: evidence from temporary rural–urban migrants in China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-21, December.
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