IDEAS home Printed from https://ideas.repec.org/a/eee/joecag/v4y2014icp59-73.html
   My bibliography  Save this article

Reprint of: Health outcomes and socio-economic status among the mid-aged and elderly in China: Evidence from the CHARLS national baseline data

Author

Listed:
  • Lei, Xiaoyan
  • Sun, Xiaoting
  • Strauss, John
  • Zhao, Yaohui
  • Yang, Gonghuan
  • Hu, Perry
  • Hu, Yisong
  • Yin, Xiangjun

Abstract

Using a very rich set of health indicators that include both self-reported measures and biomarkers from the CHARLS national baseline data, we document health conditions of the Chinese mid-aged and elderly, examine correlations between these health outcomes and socio-economic status and compare these associations by gender, hukou status and region. As expected, we find that Chinese mid-aged and elderly are facing challenges from chronic diseases including hypertension. Overnutrition has become a bigger problem than undernutrition, particularly for women, reflected in a higher rate of overweight compared to underweight. Disability rates are also high, especially for female, rural and inland respondents, who also report suffering from more pain than male, urban and coastal ones. In general, education and PCE tend to be positively correlated with better health outcomes, as it is in other countries. For PCE the relationship is very nonlinear. At low levels of PCE, there exists a positive correlation with better health outcomes, while for higher levels of PCE the relationship flattens out. Unmeasured community influences turn out to be highly important, much more so than one usually finds in other countries. We also find a large degree of under-diagnosis of hypertension, a major health problems that afflicts the aged, although less large than in some other developing countries. This implies that the current health system is still not well prepared to address the rapid aging of the Chinese population.

Suggested Citation

  • Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhao, Yaohui & Yang, Gonghuan & Hu, Perry & Hu, Yisong & Yin, Xiangjun, 2014. "Reprint of: Health outcomes and socio-economic status among the mid-aged and elderly in China: Evidence from the CHARLS national baseline data," The Journal of the Economics of Ageing, Elsevier, vol. 4(C), pages 59-73.
  • Handle: RePEc:eee:joecag:v:4:y:2014:i:c:p:59-73
    DOI: 10.1016/j.jeoa.2014.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212828X1400036X
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jeoa.2014.10.001?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
    ---><---

    References listed on IDEAS

    as
    1. John Strauss & Duncan Thomas, 1998. "Health, Nutrition, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 766-817, June.
    2. Anne Case & Christina Paxson, 2011. "The Long Reach of Childhood Health and Circumstance: Evidence from the Whitehall II Study," Economic Journal, Royal Economic Society, vol. 121(554), pages 183-204, August.
    3. Smith, James P. & Tian, Meng & Zhao, Yaohui, 2013. "Community effects on elderly health: Evidence from CHARLS national baseline," The Journal of the Economics of Ageing, Elsevier, vol. 1, pages 50-59.
    4. Victor R. Fuchs, 1982. "Economic Aspects of Health," NBER Books, National Bureau of Economic Research, Inc, number fuch82-1, March.
    5. Popkin, Barry M., 1999. "Urbanization, Lifestyle Changes and the Nutrition Transition," World Development, Elsevier, vol. 27(11), pages 1905-1916, November.
    6. Chen, Yuyu & Li, Hongbin, 2009. "Mother's education and child health: Is there a nurturing effect?," Journal of Health Economics, Elsevier, vol. 28(2), pages 413-426, March.
    7. Strauss, John, 1986. "Does Better Nutrition Raise Farm Productivity?," Journal of Political Economy, University of Chicago Press, vol. 94(2), pages 297-320, April.
    8. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    9. James Banks & Alastair Muriel & James Smith, 2010. "Disease prevalence, disease incidence, and mortality in the United States and in England," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 211-231, March.
    10. Victor R. Fuchs, 1982. "Time Preference and Health: An Exploratory Study," NBER Chapters, in: Economic Aspects of Health, pages 93-120, National Bureau of Economic Research, Inc.
    11. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    12. Hossain, Shaikh I., 1997. "Tackling health transition in China," Policy Research Working Paper Series 1813, The World Bank.
    13. Adam Wagstaff & Winnie Yip & Magnus Lindelow & William C. Hsiao, 2009. "China's health system and its reform: a review of recent studies," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 7-23, July.
    14. John A. Maluccio & John Hoddinott & Jere R. Behrman & Reynaldo Martorell & Agnes R. Quisumbing & Aryeh D. Stein, 2009. "The Impact of Improving Nutrition During Early Childhood on Education among Guatemalan Adults," Economic Journal, Royal Economic Society, vol. 119(537), pages 734-763, April.
    15. 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.
    16. Strauss, John & Lei, Xiaoyan & Park, Albert & Shen, Yan & Smith, James P. & Yang, Zhe & Zhao, Yaohui, 2010. "Health Outcomes and Socio-Economic Status among the Elderly in China: Evidence from the CHARLS Pilot," IZA Discussion Papers 5152, Institute of Labor Economics (IZA).
    17. Alan D. Lopez & Colin D. Mathers & Majid Ezzati & Dean T. Jamison & Christopher J. L. Murray, 2006. "Global Burden of Disease and Risk Factors," World Bank Publications - Books, The World Bank Group, number 7039, December.
    18. Thomas, Duncan & Strauss, John, 1997. "Health and wages: Evidence on men and women in urban Brazil," Journal of Econometrics, Elsevier, vol. 77(1), pages 159-185, March.
    19. repec:pri:cheawb:long_reach_of_childhood_whitehallii_study.pdf is not listed on IDEAS
    20. repec:ran:wpaper:774 is not listed on IDEAS
    21. repec:pri:cheawb:long_reach_of_childhood_whitehallii_study is not listed on IDEAS
    22. Murtagh, K.N. & Hubert, H.B., 2004. "Gender differences in physical disability among an elderly cohort," American Journal of Public Health, American Public Health Association, vol. 94(8), pages 1406-1411.
    23. Strauss, John & Thomas, Duncan, 1995. "Human resources: Empirical modeling of household and family decisions," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 34, pages 1883-2023, Elsevier.
    24. James P. Smith & Yan Shen & John Strauss & Yang Zhe & Yaohui Zhao, 2012. "The Effects of Childhood Health on Adult Health and SES in China," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 127-156.
    25. Firman Witoelar & John Strauss & Bondan Sikoki, 2009. "Socioeconomic Success and Health in Later Life Evidence from the Indonesia Family Life Survey," Working Papers WR-704, RAND Corporation.
    26. Fuchs, Victor R. (ed.), 1982. "Economic Aspects of Health," National Bureau of Economic Research Books, University of Chicago Press, number 9780226267852, December.
    27. David M. Cutler & Adriana Lleras-Muney, 2010. "The Education Gradient in Old Age Disability," NBER Chapters, in: Research Findings in the Economics of Aging, pages 101-120, National Bureau of Economic Research, Inc.
    28. Chen, Yi & Lei, Xiaoyan & Zhou, Li-An, 2010. "Child Health and the Income Gradient: Evidence from China," IZA Discussion Papers 5182, Institute of Labor Economics (IZA).
    29. Strauss, John & Thomas, Duncan, 2008. "Health over the Life Course," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 54, pages 3375-3474, Elsevier.
    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. Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhang, Peng & Zhao, Yaohui, 2014. "Depressive symptoms and SES among the mid-aged and elderly in China: Evidence from the China Health and Retirement Longitudinal Study national baseline," Social Science & Medicine, Elsevier, vol. 120(C), pages 224-232.
    2. Kumar, Kaushalendra & Shukla, Ankita & Singh, Abhishek & Ram, Faujdar & Kowal, Paul, 2016. "Association between wealth and health among older adults in rural China and India," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 43-52.
    3. Qiaolong Huang & Yu Yvette Zhang & Qin Chen & Manxiu Ning, 2021. "Does Air Pollution Decrease Labor Supply of the Rural Middle-Aged and Elderly?," Sustainability, MDPI, vol. 13(5), pages 1-17, March.
    4. Yi Wang & Jiajia Li & Nan Zhang & Lulu Ding & Yuejing Feng & Xue Tang & Long Sun & Chengchao Zhou, 2022. "Urban–Rural Disparities in Informal Care Intensity of Adult Daughters and Daughters-in-Law for Elderly Parents from 1993–2015: Evidence from a National Study in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 160(2), pages 487-503, April.
    5. Han Hu & Yafei Si & Bingqin Li, 2020. "Decomposing Inequality in Long-Term Care Need Among Older Adults with Chronic Diseases in China: A Life Course Perspective," IJERPH, MDPI, vol. 17(7), pages 1-14, April.
    6. Yiwei Chen & Hui Ding & Min Yu & Jieming Zhong & Ruying Hu & Xiangyu Chen & Chunmei Wang & Kaixu Xie & Karen Eggleston, 2019. "The Effects of Primary Care Chronic-Disease Management in Rural China," NBER Working Papers 26100, National Bureau of Economic Research, Inc.
    7. Shu, Lei, 2017. "Essays on retirement income provision," Other publications TiSEM e5dd8c4e-03bf-4ec9-9651-b, Tilburg University, School of Economics and Management.
    8. Shu, Lei, 2018. "The effect of the New Rural Social Pension Insurance program on the retirement and labor supply decision in China," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 135-150.
    9. Smith, James P. & Strauss, John & Zhao, Yaohui, 2014. "Healthy aging in China," The Journal of the Economics of Ageing, Elsevier, vol. 4(C), pages 37-43.
    10. Clément, Matthieu, 2017. "The income-body-size gradient among Chinese urban adults: A semiparametric analysis," China Economic Review, Elsevier, vol. 44(C), pages 253-270.
    11. Ding, Hui & Chen, Yiwei & Yu, Min & Zhong, Jieming & Hu, Ruying & Chen, Xiangyu & Wang, Chunmei & Xie, Kaixu & Eggleston, Karen, 2021. "The Effects of Chronic Disease Management in Primary Health Care: Evidence from Rural China," Journal of Health Economics, Elsevier, vol. 80(C).
    12. Mitra, Sophie & Gao, Qin & Chen, Wei & Zhang, Yalu, 2020. "Health, work, and income among middle-aged and older adults: A panel analysis for China," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    13. Ren, Yanjun & Li, Hui & Wang, Xiaobing, 2019. "Family income and nutrition-related health: Evidence from food consumption in China," Social Science & Medicine, Elsevier, vol. 232(C), pages 58-76.
    14. Zhu, Yumei & Österle, August, 2017. "Rural-urban disparities in unmet long-term care needs in China: The role of the hukou status," Social Science & Medicine, Elsevier, vol. 191(C), pages 30-37.

    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. Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhao, Yaohui & Yang, Gonghuan & Hu, Perry & Hu, Yisong & Yin, Xiangjun, 2014. "Health outcomes and socio-economic status among the mid-aged and elderly in China: Evidence from the CHARLS national baseline data," The Journal of the Economics of Ageing, Elsevier, vol. 3(C), pages 29-43.
    2. repec:ran:wpaper:774 is not listed on IDEAS
    3. Strauss, John & Lei, Xiaoyan & Park, Albert & Shen, Yan & Smith, James P. & Yang, Zhe & Zhao, Yaohui, 2010. "Health Outcomes and Socio-Economic Status among the Elderly in China: Evidence from the CHARLS Pilot," IZA Discussion Papers 5152, Institute of Labor Economics (IZA).
    4. Lei, Xiaoyan & Sun, Xiaoting & Strauss, John & Zhang, Peng & Zhao, Yaohui, 2014. "Depressive symptoms and SES among the mid-aged and elderly in China: Evidence from the China Health and Retirement Longitudinal Study national baseline," Social Science & Medicine, Elsevier, vol. 120(C), pages 224-232.
    5. Oscar Erixson, 2017. "Health responses to a wealth shock: evidence from a Swedish tax reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1281-1336, October.
    6. Kim, Younoh & Sikoki, Bondan & Strauss, John & Witoelar, Firman, 2015. "Intergenerational correlations of health among older adults: Empirical evidence from Indonesia," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 44-56.
    7. Ma, Yuanyuan & Nolan, Anne & Smith, James P., 2018. "The value of education to health: Evidence from Ireland," Economics & Human Biology, Elsevier, vol. 31(C), pages 14-25.
    8. Binswanger, J. & Carman, K.G., 2011. "The Role of Desicion Making Processes in the Correlation between Wealth and Health," Other publications TiSEM deb8d0eb-7290-4a34-931b-d, Tilburg University, School of Economics and Management.
    9. Dora L. Costa, 2015. "Health and the Economy in the United States from 1750 to the Present," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 503-570, September.
    10. Tansel, Aysit & Keskin, Halil Ibrahim, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," IZA Discussion Papers 11210, Institute of Labor Economics (IZA).
    11. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2020. "Does Higher Education Reduce Mortality? Evidence from a Natural Experiment in Chile," SocArXiv 5s2px, Center for Open Science.
    12. Husain, Muhammad Jami, 2010. "Contribution of health to economic development: A survey and overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-52.
    13. Kim, Younoh & Radoias, Vlad, 2016. "Education, individual time preferences, and asymptomatic disease detection," Social Science & Medicine, Elsevier, vol. 150(C), pages 15-22.
    14. Carbone, Jared C. & Kverndokk, Snorre, 2014. "Individual investments in education and health," HERO Online Working Paper Series 2014:1, University of Oslo, Health Economics Research Programme.
    15. Shin-Yi Chou & Jin-Tan Liu & Michael Grossman & Ted Joyce, 2010. "Parental Education and Child Health: Evidence from a Natural Experiment in Taiwan," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 33-61, January.
    16. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    17. Schultz, T. Paul, 2005. "Productive Benefits of Health: Evidence from Low-Income Countries," Center Discussion Papers 28532, Yale University, Economic Growth Center.
    18. Gabriella Conti & James J. Heckman & Sergio Urzua, 2010. "Early endowments, education, and health," Working Papers 2011-001, Human Capital and Economic Opportunity Working Group.
    19. Jason Fletcher & David Frisvold, 2014. "The long run health returns to college quality," Review of Economics of the Household, Springer, vol. 12(2), pages 295-325, June.
    20. Subha Mani, 2012. "Is there Complete, Partial, or No Recovery from Childhood Malnutrition? – Empirical Evidence from Indonesia," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(5), pages 691-715, October.
    21. Weidong Wang & Yongqing Dong & Xiaohong Liu & Linxiu Zhang & Yunli Bai & Spencer Hagist, 2018. "The More Educated, the Healthier: Evidence from Rural China," IJERPH, MDPI, vol. 15(12), pages 1-14, 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:joecag:v:4:y:2014:i:c:p:59-73. 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: https://www.journals.elsevier.com/the-journal-of-the-economics-of-ageing .

    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.