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Socioeconomic Disparities in Individual-Level Quality-Adjusted Life Years throughout Remaining Lifetimes: A National Representative Longitudinal Survey in China

Author

Listed:
  • Xinyi Huang

    (School of Public Health (Shenzhen), Sun Yat-sen University, Gongchang Road 66, Shenzhen 518107, China)

  • Xingtong Pei

    (School of Public Health (Shenzhen), Sun Yat-sen University, Gongchang Road 66, Shenzhen 518107, China)

  • Weiyan Jian

    (Department of Health Policy and Management, School of Public Health, Peking University, Xueyuan Road 38, Haidian District, Beijing 100191, China)

  • Mingming Xu

    (School of Public Health (Shenzhen), Sun Yat-sen University, Gongchang Road 66, Shenzhen 518107, China)

Abstract

Socioeconomic disparities in health within and across low- and middle-income countries pose a significant global public health concern. While prior research has demonstrated the importance of socioeconomic status on health outcomes, few studies have employed comprehensive measures of individual-level health such as quality-adjusted life years (QALYs) in exploring the quantitative relationship. In our study, we employed QALYs to measure individual-level health, using health-related quality of life scores based on the Short Form 36 and predicted remaining life years through individual-specific Weibull survival analysis. We then constructed a linear regression model to explore the socioeconomic factors that influence QALYs, providing a predictive model of individual-level QALYs throughout remaining lifetimes. This practical tool can help individuals predict their remaining healthy life years. Using data from the China Health and Retirement Longitudinal Study between 2011 and 2018, we found that education and occupation were the primary factors influencing health outcomes among individuals aged 45 and above, while income appeared to have less of an impact when education and occupation were simultaneously controlled for. To promote the health status of this population, low- and middle-income countries should prioritize the long-term advancement of their population’s education while controlling unemployment rates in the short term.

Suggested Citation

  • Xinyi Huang & Xingtong Pei & Weiyan Jian & Mingming Xu, 2023. "Socioeconomic Disparities in Individual-Level Quality-Adjusted Life Years throughout Remaining Lifetimes: A National Representative Longitudinal Survey in China," IJERPH, MDPI, vol. 20(5), pages 1-13, March.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4612-:d:1088333
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    References listed on IDEAS

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    1. Shmueli, Amir, 2003. "Socio-economic and demographic variation in health and in its measures: the issue of reporting heterogeneity," Social Science & Medicine, Elsevier, vol. 57(1), pages 125-134, July.
    2. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    3. 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.
    4. Ebrahim, Shah, 1995. "Clinical and public health perspectives and applications of health-related quality of life measurement," Social Science & Medicine, Elsevier, vol. 41(10), pages 1383-1394, November.
    5. Benzeval, Michaela & Judge, Ken, 2001. "Income and health: the time dimension," Social Science & Medicine, Elsevier, vol. 52(9), pages 1371-1390, May.
    6. Ralph Crott & Andrew Briggs, 2010. "Mapping the QLQ-C30 quality of life cancer questionnaire to EQ-5D patient preferences," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(4), pages 427-434, August.
    7. 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.
    8. Williams, Alan & Cookson, Richard, 2000. "Equity in health," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 35, pages 1863-1910, Elsevier.
    9. Qing Wang, 2017. "Health of the Elderly Migration Population in China: Benefit from Individual and Local Socioeconomic Status?," IJERPH, MDPI, vol. 14(4), pages 1-12, April.
    10. Jian Wang & Liuna Geng, 2019. "Effects of Socioeconomic Status on Physical and Psychological Health: Lifestyle as a Mediator," IJERPH, MDPI, vol. 16(2), pages 1-9, January.
    11. Ioana van Deurzen & Wim van Oorschot & Erik van Ingen, 2014. "The Link between Inequality and Population Health in Low and Middle Income Countries: Policy Myth or Social Reality?," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-22, December.
    12. Demakakos, Panayotes & Nazroo, James & Breeze, Elizabeth & Marmot, Michael, 2008. "Socioeconomic status and health: The role of subjective social status," Social Science & Medicine, Elsevier, vol. 67(2), pages 330-340, July.
    13. Franks, Peter & Muennig, Peter & Lubetkin, Erica & Jia, Haomiao, 2006. "The burden of disease associated with being African-American in the United States and the contribution of socio-economic status," Social Science & Medicine, Elsevier, vol. 62(10), pages 2469-2478, May.
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