IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v286y2021ics0277953621006572.html
   My bibliography  Save this article

Educational attainment of offspring and obesity among older adults in China

Author

Listed:
  • Li, Yaoyue
  • Wang, Guixin
  • Li, Guofeng

Abstract

The study focuses on the role of adult offspring's educational attainment in obesity among older adults in China and investigates age and birth cohort heterogeneities in the educational effect. Using the longitudinal data from the 1993–2015 China Health and Nutrition Survey (CHNS), we employed three-level mixed-effects models and conducted sex-stratified analyses to examine the effects of co-resident offspring's education on body mass index (BMI), overweight, waist circumference (WC), and abdominal obesity among older people born before 1956. After controlling for confounding factors, the overall results showed inverted U-shaped educational gradients in BMI-based outcomes for males and positive gradients for females. The effect of education on WC exhibited an inverted U-shaped pattern for both sexes, but no significant effect on abdominal obesity was found among the overall population. However, further analyses of interaction effects indicated considerable age and cohort variations in the educational effects on obesity outcomes. Offspring's schooling was positively associated with obesity among earlier birth cohorts; Among more recent birth cohorts, especially among females, the educational effects were reversed, and disparities in obesity outcomes across education categories strengthened with age. These findings imply that offspring's education appears to gradually exert a protective role against obesity among Chinese older adults in successive cohorts.

Suggested Citation

  • Li, Yaoyue & Wang, Guixin & Li, Guofeng, 2021. "Educational attainment of offspring and obesity among older adults in China," Social Science & Medicine, Elsevier, vol. 286(C).
  • Handle: RePEc:eee:socmed:v:286:y:2021:i:c:s0277953621006572
    DOI: 10.1016/j.socscimed.2021.114325
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953621006572
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2021.114325?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Petter Lundborg & Martin Nordin & Dan Olof Rooth, 2018. "The intergenerational transmission of human capital: the role of skills and health," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(4), pages 1035-1065, October.
    2. 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.
    3. Torssander, Jenny, 2014. "Adult children's socioeconomic positions and their parents' mortality: A comparison of education, occupational class, and income," Social Science & Medicine, Elsevier, vol. 122(C), pages 148-156.
    4. Lundborg, Petter & Majlesi, Kaveh, 2018. "Intergenerational transmission of human capital: Is it a one-way street?," Journal of Health Economics, Elsevier, vol. 57(C), pages 206-220.
    5. Masters, Ryan K. & Link, Bruce G. & Phelan, Jo C., 2015. "Trends in education gradients of ‘preventable’ mortality: A test of fundamental cause theory," Social Science & Medicine, Elsevier, vol. 127(C), pages 19-28.
    6. Esther Friedman & Robert Mare, 2014. "The Schooling of Offspring and the Survival of Parents," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1271-1293, August.
    7. Jenjira J Yahirun & Connor M Sheehan & Krysia N Mossakowski & Deborah Carr, 2020. "Depression in Later Life: The Role of Adult Children’s College Education for Older Parents’ Mental Health in the United States," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 75(2), pages 389-402.
    8. Masters, R.K. & Reither, E.N. & Powers, D.A. & Yang, Y.C. & Burger, A.E. & Link, B.G., 2013. "The impact of obesity on US mortality levels: The importance of age and cohort factors in population estimates," American Journal of Public Health, American Public Health Association, vol. 103(10), pages 1895-1901.
    9. Yahirun, Jenjira J. & Sheehan, Connor M. & Hayward, Mark D., 2017. "Adult children's education and changes to parents' physical health in Mexico," Social Science & Medicine, Elsevier, vol. 181(C), pages 93-101.
    10. Baum II, Charles L. & Ruhm, Christopher J., 2009. "Age, socioeconomic status and obesity growth," Journal of Health Economics, Elsevier, vol. 28(3), pages 635-648, May.
    11. Liu, Chang & Eriksson, Tor & Yi, Fujin, 2021. "Offspring migration and nutritional status of left-behind older adults in rural China," Economics & Human Biology, Elsevier, vol. 41(C).
    12. Stella K Muthuri & Vincent O Onywera & Mark S Tremblay & Stephanie T Broyles & Jean-Philippe Chaput & Mikael Fogelholm & Gang Hu & Rebecca Kuriyan & Anura Kurpad & Estelle V Lambert & Carol Maher & Jo, 2016. "Relationships between Parental Education and Overweight with Childhood Overweight and Physical Activity in 9–11 Year Old Children: Results from a 12-Country Study," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-14, August.
    13. Zachary Zimmer & Linda Martin & Mary Ofstedal & Yi-Li Chuang, 2007. "Education of adult children and mortality of their elderly parents in Taiwan," Demography, Springer;Population Association of America (PAA), vol. 44(2), pages 289-305, May.
    14. Popkin, Barry M., 1999. "Urbanization, Lifestyle Changes and the Nutrition Transition," World Development, Elsevier, vol. 27(11), pages 1905-1916, November.
    15. repec:wbk:wbpubs:6007 is not listed on IDEAS
    16. De Neve, Jan-Walter & Harling, Guy, 2017. "Offspring schooling associated with increased parental survival in rural KwaZulu-Natal, South Africa," Social Science & Medicine, Elsevier, vol. 176(C), pages 149-157.
    17. Fuqin Bian & John Logan & Yanjie Bian, 1998. "Intergenerational relations in urban China: Proximity, contact, and help to parents," Demography, Springer;Population Association of America (PAA), vol. 35(1), pages 115-124, February.
    18. Jenny Torssander, 2013. "From Child to Parent? The Significance of Children’s Education for Their Parents’ Longevity," Demography, Springer;Population Association of America (PAA), vol. 50(2), pages 637-659, April.
    19. 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.
    20. He, W. & James, S.A. & Giovanna Merli, M. & Zheng, H., 2014. "An increasing socioeconomic gap in childhood overweight and obesity in China," American Journal of Public Health, American Public Health Association, vol. 104(1), pages 14-22.
    21. Jones-Smith, Jessica C. & Popkin, Barry M., 2010. "Understanding community context and adult health changes in China: Development of an urbanicity scale," Social Science & Medicine, Elsevier, vol. 71(8), pages 1436-1446, October.
    22. Mathias Huebener, 2017. "Intergenerational Effects of Education on Risky Health Behaviours and Long-Term Health," Discussion Papers of DIW Berlin 1709, DIW Berlin, German Institute for Economic Research.
    23. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    24. Lee, Yeonjin, 2018. "Adult children's educational attainment and the cognitive trajectories of older parents in South Korea," Social Science & Medicine, Elsevier, vol. 209(C), pages 76-85.
    25. Fang Cai & John Giles & Philip O'Keefe & Dewen Wang, 2012. "The Elderly and Old Age Support in Rural China : Challenges and Prospects," World Bank Publications - Books, The World Bank Group, number 2249.
    26. Ma, Mingming, 2019. "Does children's education matter for parents’ health and cognition? Evidence from China," Journal of Health Economics, Elsevier, vol. 66(C), pages 222-240.
    Full references (including those not matched with items on IDEAS)

    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. Nan Jiang, 2019. "Adult Children’s Education and Later-Life Health of Parents in China: The Intergenerational Effects of Human Capital Investment," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 257-278, August.
    2. Ma, Mingming, 2019. "Does children's education matter for parents’ health and cognition? Evidence from China," Journal of Health Economics, Elsevier, vol. 66(C), pages 222-240.
    3. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2021. "Protective effect of adult children's education on parental survival in China: Gender differences and underlying mechanisms," Social Science & Medicine, Elsevier, vol. 277(C).
    4. Cornelissen, Thomas & Dang, Thang, 2022. "The multigenerational impacts of educational expansion: Evidence from Vietnam," Labour Economics, Elsevier, vol. 78(C).
    5. Torres, Jacqueline M. & Yahirun, Jenjira J. & Sheehan, Connor & Ma, Mingming & Sáenz, Joseph, 2021. "Adult child socio-economic status disadvantage and cognitive decline among older parents in Mexico," Social Science & Medicine, Elsevier, vol. 279(C).
    6. Ning Wei & Lülin Zhou & Wenhao Huang, 2022. "Does an upward intergenerational educational spillover effect exist? The effect of children’s education on Chinese parents’ health," International Journal of Health Economics and Management, Springer, vol. 22(1), pages 69-89, March.
    7. Lei, Lei & Yu, Dandan & Zhou, Yang, 2023. "Better educated children, better Internet-connected elderly parents," Research Policy, Elsevier, vol. 52(4).
    8. Jiang, Nan & Kaushal, Neeraj, 2020. "How children's education affects caregiving: Evidence from parent’s last years of life," Economics & Human Biology, Elsevier, vol. 38(C).
    9. Yanna Ma & Zhanli Ma & Moqin Yang, 2022. "Does Adult Children’s Education Increase Parents’ Longevity in China?," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    10. Youlu Zhang & Li Zhang & Fulian Li & Liqian Deng & Jiaoli Cai & Linyue Yu, 2022. "Offspring Education and Parents’ Health Inequality in China: Evidence from Spillovers of Education Reform," IJERPH, MDPI, vol. 19(4), pages 1-26, February.
    11. 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.
    12. De Neve, Jan-Walter & Fink, Günther, 2018. "Children’s education and parental old age survival – Quasi-experimental evidence on the intergenerational effects of human capital investment," Journal of Health Economics, Elsevier, vol. 58(C), pages 76-89.
    13. Yahirun, Jenjira J. & Sheehan, Connor M. & Hayward, Mark D., 2017. "Adult children's education and changes to parents' physical health in Mexico," Social Science & Medicine, Elsevier, vol. 181(C), pages 93-101.
    14. De Neve, Jan-Walter & Harling, Guy, 2017. "Offspring schooling associated with increased parental survival in rural KwaZulu-Natal, South Africa," Social Science & Medicine, Elsevier, vol. 176(C), pages 149-157.
    15. Samuli Knüpfer & Elias Rantapuska & Matti Sarvimäki, 2023. "Social Interaction in the Family: Evidence from Investors’ Security Holdings," Review of Finance, European Finance Association, vol. 27(4), pages 1297-1327.
    16. repec:zbw:bofrdp:2017_025 is not listed on IDEAS
    17. Elisabeth Artmann & Hessel Oosterbeek & Bas van der Klaauw, 2022. "Do Doctors Improve the Health Care of Their Parents? Evidence from Admission Lotteries," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 164-184, July.
    18. Knüpfer, Samuli & Rantapuska, Elias & Sarvimäki, Matti, 2017. "Social interaction in the family: Evidence from investors’ security holdings," Research Discussion Papers 25/2017, Bank of Finland.
    19. Lundborg, Petter & Majlesi, Kaveh, 2018. "Intergenerational transmission of human capital: Is it a one-way street?," Journal of Health Economics, Elsevier, vol. 57(C), pages 206-220.
    20. Torssander, Jenny, 2014. "Adult children's socioeconomic positions and their parents' mortality: A comparison of education, occupational class, and income," Social Science & Medicine, Elsevier, vol. 122(C), pages 148-156.
    21. Ning Wei & Dingqiang Sun, 2023. "Children’s education and parents’ dietary nutrient intake: an empirical study based on rural China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.

    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:socmed:v:286:y:2021:i:c:s0277953621006572. 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/wps/find/journaldescription.cws_home/315/description#description .

    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.