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How far is Chinese left-behind parents' health left behind?

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  • Huang, Bihong
  • Lian, Yujun
  • Li, Wensu

Abstract

Using data from the four waves of the China Health and Nutrition Survey (CHNS), this paper assesses the impacts of adult children migration on the health of their parents left behind. We employ the endogenous treatment effects model to address the selection bias and infer the causal effects of children migration on parental health. We find that children migration significantly impairs the health of their elderly kin. Moreover, children migration has remarkably differentiated locality, gender, age, and employment impacts, with rural, female, old-aged, and unemployed parents being more likely to suffer from poor health than their urban, male, middle-aged, and employed counterparts.

Suggested Citation

  • Huang, Bihong & Lian, Yujun & Li, Wensu, 2016. "How far is Chinese left-behind parents' health left behind?," China Economic Review, Elsevier, vol. 37(C), pages 15-26.
  • Handle: RePEc:eee:chieco:v:37:y:2016:i:c:p:15-26
    DOI: 10.1016/j.chieco.2015.07.002
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    1. Eliana V. Jimenez-Soto & Richard P. C. Brown, 2012. "Assessing the Poverty Impacts of Migrants’ Remittances Using Propensity Score Matching: The Case of Tonga," The Economic Record, The Economic Society of Australia, vol. 88(282), pages 425-439, September.
    2. John Gibson & David McKenzie & Steven Stillman, 2011. "The Impacts of International Migration on Remaining Household Members: Omnibus Results from a Migration Lottery Program," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1297-1318, November.
    3. Dwayne Benjamin & Loren Brandt & Jia-Zhueng Fan, 2003. "Ceaseless Toil? Health and Labor Supply of the Elderly in Rural China," Working Papers benjamin-03-01, University of Toronto, Department of Economics.
    4. Mu, Ren & van de Walle, Dominique, 2011. "Left behind to farm? Women's labor re-allocation in rural China," Labour Economics, Elsevier, vol. 18(S1), pages 83-97.
    5. de Brauw, Alan & Mu, Ren, 2011. "Migration and the overweight and underweight status of children in rural China," Food Policy, Elsevier, vol. 36(1), pages 88-100, February.
    6. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    7. Antman, Francisca M., 2011. "The intergenerational effects of paternal migration on schooling and work: What can we learn from children's time allocations?," Journal of Development Economics, Elsevier, vol. 96(2), pages 200-208, November.
    8. Petri Böckerman & Pekka Ilmakunnas, 2009. "Unemployment and self‐assessed health: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 161-179, February.
    9. Doorslaer, Eddy van & Jones, Andrew M., 2003. "Inequalities in self-reported health: validation of a new approach to measurement," Journal of Health Economics, Elsevier, vol. 22(1), pages 61-87, January.
    10. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    11. Francisca M. Antman, 2013. "The impact of migration on family left behind," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 16, pages 293-308, Edward Elgar Publishing.
    12. Amelie F. Constant & Klaus F. Zimmermann (ed.), 2013. "International Handbook on the Economics of Migration," Books, Edward Elgar Publishing, number 4026.
    13. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    14. Ça?lar Özden & Maurice Schiff, 2007. "International Migration, Economic Development and Policy," World Bank Publications - Books, The World Bank Group, number 6766.
    15. David J. McKenzie & Nicole Hildebrandt, 2005. "The Effects of Migration on Child Health in Mexico," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2005), pages 257-289, August.
    16. David McKenzie & Hillel Rapoport, 2011. "Can migration reduce educational attainment? Evidence from Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1331-1358, October.
    17. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    18. Zimmer, Zachary & Wen, Ming & Kaneda, Toshiko, 2010. "A multi-level analysis of urban/rural and socioeconomic differences in functional health status transition among older Chinese," Social Science & Medicine, Elsevier, vol. 71(3), pages 559-567, August.
    19. John Giles & Ren Mu, 2007. "Elderly parent health and the migration decisions of adult children: Evidence from rural China," Demography, Springer;Population Association of America (PAA), vol. 44(2), pages 265-288, May.
    20. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    21. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    22. Ed Diener, 1994. "Assessing subjective well-being: Progress and opportunities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 31(2), pages 103-157, February.
    23. Francisca M. Antman, 2010. "Adult Child Migration and the Health of Elderly Parents Left behind in Mexico," American Economic Review, American Economic Association, vol. 100(2), pages 205-208, May.
    24. Chang, Hongqin & Dong, Xiao-yuan & MacPhail, Fiona, 2011. "Labor Migration and Time Use Patterns of the Left-behind Children and Elderly in Rural China," World Development, Elsevier, vol. 39(12), pages 2199-2210.
    25. Cortes, Patricia, 2015. "The Feminization of International Migration and its Effects on the Children Left Behind: Evidence from the Philippines," World Development, Elsevier, vol. 65(C), pages 62-78.
    26. Christian A. Gregory, 2015. "Estimating treatment effects for ordered outcomes using maximum simulated likelihood," Stata Journal, StataCorp LP, vol. 15(3), pages 756-774, September.
    27. Franks, Peter & Gold, Marthe R. & Fiscella, Kevin, 2003. "Sociodemographics, self-rated health, and mortality in the US," Social Science & Medicine, Elsevier, vol. 56(12), pages 2505-2514, June.
    28. Randall Kuhn & Bethany Everett & Rachel Silvey, 2011. "The Effects of Children’s Migration on Elderly Kin’s Health: A Counterfactual Approach," Demography, Springer;Population Association of America (PAA), vol. 48(1), pages 183-209, February.
    29. Zachary Zimmer & Toshiko Kaneda & Laura Spess, 2007. "An Examination of Urban Versus Rural Mortality in China Using Community and Individual Data," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 62(5), pages 349-357.
    30. Christian Gregory, 2015. "Estimating Treatment Effects for Ordered Outcomes Using Maximum Simulated Likelihood," 2015 Stata Conference 2, Stata Users Group.
    31. Acosta, Pablo, 2006. "Labor supply, school attendance, and remittances from international migration : the case of El Salvador," Policy Research Working Paper Series 3903, The World Bank.
    32. Michael Quinn & Stephen Rubb, 2005. "The importance of education-occupation matching in migration decisions," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 153-167, February.
    33. 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.
    34. repec:aei:rpaper:30352 is not listed on IDEAS
    35. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
    36. Chen, Joyce J., 2013. "Identifying non-cooperative behavior among spouses: Child outcomes in migrant-sending households," Journal of Development Economics, Elsevier, vol. 100(1), pages 1-18.
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    Cited by:

    1. Yosuke Inoue & Annie Green Howard & Bo Qin & Aki Yazawa & Andrew Stickley & Penny Gordon-Larsen, 2019. "The association between family members’ migration and cognitive function among people left behind in China," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-11, September.
    2. Menghua Li & Yun Zhou & Xinjie Shi, 2021. "Who Will Care for Middle Aged and Elderly Parents in Rural China?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(2), pages 123-150, March.
    3. Kumar, Sneha, 2021. "Offspring's labor migration and its implications for elderly parents' emotional wellbeing in Indonesia," Social Science & Medicine, Elsevier, vol. 276(C).
    4. De Neve, Jan-Walter & Kawachi, Ichiro, 2017. "Spillovers between siblings and from offspring to parents are understudied: A review and future directions for research," Social Science & Medicine, Elsevier, vol. 183(C), pages 56-61.
    5. Tianxiang Li & Beibei Wu & Fujin Yi & Bin Wang & Tomas Baležentis, 2020. "What Happens to the Health of Elderly Parents When Adult Child Migration Splits Households? Evidence from Rural China," IJERPH, MDPI, vol. 17(5), pages 1-14, March.
    6. Agadjanian, Victor & Hayford, Sarah R. & Jansen, Natalie A., 2021. "Men's migration and women's mortality in rural Mozambique," Social Science & Medicine, Elsevier, vol. 270(C).
    7. Sha Cao & Dingde Xu & Yi Liu & Shaoquan Liu, 2019. "The Impact of Rural Labor Migration on Elderly Health from the Perspective of Gender Structure: A Case Study in Western China," Sustainability, MDPI, vol. 11(20), pages 1-18, October.
    8. Sarah Bridges & Lefan Liu, 2022. "The impact of child migration on the health and well‐being of parents left behind," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(6), pages 1145-1164, August.
    9. Zhu, Ruini & Yuan, Ye & Wang, Yaojing, 2024. "Love, health, and robots: Automation, migration, and family responses in rural China," China Economic Review, Elsevier, vol. 85(C).
    10. Kesavayuth, Dusanee & Liang, Yufang & Zikos, Vasileios, 2018. "An active lifestyle and cognitive function: Evidence from China," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 183-191.

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    More about this item

    Keywords

    Migration; Left behind; Parents; Health; Endogeneous treatment effects;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

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