IDEAS home Printed from https://ideas.repec.org/p/yor/hectdg/26-03.html

Pension Schemes, Healthcare Use, and Health: Evidence from China

Author

Listed:
  • He; Z.;

Abstract

Using a non-parametric fuzzy regression discontinuity design and leveraging data from the China Health and Retirement Longitudinal Study (CHARLS),this paper explores the role of the urban-rural split in China’s pension system in shaping healthcare utilization and health outcomes. Our estimates show that receipt of public pensions, particularly the Urban Employee Basic Pension Scheme (UEBPS),significantly improves self-reported health, mental health (CES-D scores),and physical health (ADL scales), especially among urban married males. However, there are no significant effects on healthcare utilization among urban residents. Moreover, social pensions,the New Rural Pension Scheme (NRPS),increase healthcare utilization(inpatient/outpatient)and corresponding healthcare spending of the rural population,particularly among married male residents. Additionally, these findings exhibit heterogeneity across gender, rural-urban differences, hukou status, and marital status. Furthermore, the health effects stemming from urban pension schemes can be explained by retirement, providing more leisure time for males and grandparental childcare responsibilities for females. However, the positive effect on healthcare use of rural males and the null effect for rural females are driven by the pure income effect of household joint financial pooling under the NRPS and female altruism. Finally, we find that integrating NRPS and URPS increased migration, non-agricultural employment,and health of non-pensioners, with no effect on rural pensioners.

Suggested Citation

  • He; Z.;, 2026. "Pension Schemes, Healthcare Use, and Health: Evidence from China," Health, Econometrics and Data Group (HEDG) Working Papers 26/03, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:26/03
    as

    Download full text from publisher

    File URL: https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/2026/2603.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Feng, Jin & Li, Qin & Smith, James P., 2020. "Retirement effect on health status and health behaviors in urban China," World Development, Elsevier, vol. 126(C).
    2. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    3. André Palma & Nathalie Picard & Anthony Ziegelmeyer, 2011. "Individual and couple decision behavior under risk: evidence on the dynamics of power balance," Theory and Decision, Springer, vol. 70(1), pages 45-64, January.
    4. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    5. Eibich, Peter & Siedler, Thomas, 2020. "Retirement, intergenerational time transfers, and fertility," European Economic Review, Elsevier, vol. 124(C).
    6. Li, Xin & Zhang, Wei, 2013. "The impacts of health insurance on health care utilization among the older people in China," Social Science & Medicine, Elsevier, vol. 85(C), pages 59-65.
    7. Dasgupta, Utteeyo & Mani, Subha, 2015. "Only Mine or All Ours: Do Stronger Entitlements Affect Altruistic Choices in the Household," World Development, Elsevier, vol. 67(C), pages 363-375.
    8. Wang, Qing & Zhang, Donglan & Hou, Zhiyuan, 2016. "Insurance coverage and socioeconomic differences in patient choice between private and public health care providers in China," Social Science & Medicine, Elsevier, vol. 170(C), pages 124-132.
    9. Carlsson, Fredrik & He, Haoran & Martinsson, Peter & Qin, Ping & Sutter, Matthias, 2012. "Household decision making in rural China: Using experiments to estimate the influences of spouses," Journal of Economic Behavior & Organization, Elsevier, vol. 84(2), pages 525-536.
    10. Yi Chen & Ziying Fan & Xiaomin Gu & Li-An Zhou, 2020. "Arrival of Young Talent: The Send-Down Movement and Rural Education in China," American Economic Review, American Economic Association, vol. 110(11), pages 3393-3430, November.
    11. Ting Ye & Ashkan Ertefaie & James Flory & Sean Hennessy & Dylan S. Small, 2023. "Instrumented difference‐in‐differences," Biometrics, The International Biometric Society, vol. 79(2), pages 569-581, June.
    12. Chen, Xi, 2022. "The impact of spousal and own retirement on health: Evidence from urban China," World Development, Elsevier, vol. 159(C).
    13. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    14. Fredrik Carlsson & Peter Martinsson & Ping Qin & Matthias Sutter, 2013. "The influence of spouses on household decision making under risk: an experiment in rural China," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 383-401, September.
    15. Xiaoyan Lei & Wanchuan Lin, 2009. "The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 25-46, July.
    16. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    17. Michael Insler, 2014. "The Health Consequences of Retirement," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 195-233.
    18. Yinzi Jin & Zhiyuan Hou & Donglan Zhang, 2016. "Determinants of Health Insurance Coverage among People Aged 45 and over in China: Who Buys Public, Private and Multiple Insurance," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-15, August.
    19. Kadir Atalay & Garry F. Barrett & Peter Siminski, 2019. "Pension incentives and the joint retirement of couples: evidence from two natural experiments," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(3), pages 735-767, July.
    20. Lei An & Yu Qin & Jing Wu & Wei You, 2024. "The Local Labor Market Effect of Relaxing Internal Migration Restrictions: Evidence from China," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 161-200.
    21. Zhang, Yi & Salm, Martin & van Soest, Arthur, 2018. "The effect of retirement on healthcare utilization: Evidence from China," Journal of Health Economics, Elsevier, vol. 62(C), pages 165-177.
    22. Eibich, Peter, 2015. "Understanding the effect of retirement on health: Mechanisms and heterogeneity," Journal of Health Economics, Elsevier, vol. 43(C), pages 1-12.
    23. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    24. García-Miralles, Esteban & Leganza, Jonathan M., 2024. "Joint retirement of couples: Evidence from discontinuities in Denmark," Journal of Public Economics, Elsevier, vol. 230(C).
    25. Ian Bateman & Alistair Munro, 2005. "An Experiment on Risky Choice Amongst Households," Economic Journal, Royal Economic Society, vol. 115(502), pages 176-189, March.
    26. Lovenheim, Michael F. & Yun, Jun Hyun, 2025. "The effect of housing wealth on health care spending," Journal of Health Economics, Elsevier, vol. 103(C).
    27. Tan, Si Ying & Wu, Xun & Yang, Wei, 2019. "Impacts of the type of social health insurance on health service utilisation and expenditures: implications for a unified system in China," Health Economics, Policy and Law, Cambridge University Press, vol. 14(4), pages 468-486, October.
    28. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LLC, vol. 17(2), pages 372-404, June.
    29. Frimmel, Wolfgang & Pruckner, Gerald J., 2020. "Retirement and healthcare utilization," Journal of Public Economics, Elsevier, vol. 184(C).
    30. Ting Ye & Ashkan Ertefaie & James Flory & Sean Hennessy & Dylan S. Small, 2023. "Rejoinder to “Instrumented difference‐in‐differences”," Biometrics, The International Biometric Society, vol. 79(2), pages 601-603, June.
    31. Wei Huang & Chuanchuan Zhang, 2021. "The Power of Social Pensions: Evidence from China's New Rural Pension Scheme," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 179-205, April.
    32. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 77-86, January.
    33. Giorgio Secondi, 1997. "Private monetary transfers in rural china: Are families altruistic?," Journal of Development Studies, Taylor & Francis Journals, vol. 33(4), pages 487-511.
    34. Rose, Liam, 2020. "Retirement and health: Evidence from England," Journal of Health Economics, Elsevier, vol. 73(C).
    35. Yang, Feng-An & Chang, Hung-Hao, 2023. "Impact of a pension program on healthcare utilization among older farmers: Empirical evidence from health claims data," World Development, Elsevier, vol. 169(C).
    36. Frederic Vermeulen, 2002. "Collective Household Models: Principles and Main Results," Journal of Economic Surveys, Wiley Blackwell, vol. 16(4), pages 533-564, September.
    37. Che, Yi & Li, Xin, 2018. "Retirement and health: Evidence from China," China Economic Review, Elsevier, vol. 49(C), pages 84-95.
    38. Zhongliang Zhou & Zhiying Zhou & Jianmin Gao & Xiaowei Yang & Ju'e Yan & Qinxiang Xue & Gang Chen, 2014. "The Effect of Urban Basic Medical Insurance on Health Service Utilisation in Shaanxi Province, China: A Comparison of Two Schemes," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-12, April.
    39. Dusanee Kesavayuth & Robert E. Rosenman & Vasileios Zikos, 2018. "Retirement and health behaviour," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5859-5876, November.
    40. Brad R. Humphreys & Logan McLeod & Jane E. Ruseski, 2014. "Physical Activity And Health Outcomes: Evidence From Canada," Health Economics, John Wiley & Sons, Ltd., vol. 23(1), pages 33-54, January.
    41. Gorry, Devon & Slavov, Sita Nataraj, 2021. "The effect of retirement on health biomarkers," Economics & Human Biology, Elsevier, vol. 40(C).
    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. Chen, Fengming & Wakabayashi, Midori & Yuda, Michio, 2024. "The impact of retirement on health: Empirical evidence from the change in public pensionable age in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 28(C).
    2. Mattia Filomena & Matteo Picchio, 2023. "Retirement and health outcomes in a meta‐analytical framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1120-1155, September.
    3. Shenglong Liu & Yuanyuan Wan & Xiaoming Zhang, 2024. "Retirement Spillover Effects on Spousal Health in Urban China," Journal of Family and Economic Issues, Springer, vol. 45(3), pages 756-783, September.
    4. Eibich, Peter & Goldzahl, Léontine, 2021. "Does retirement affect secondary preventive care use? Evidence from breast cancer screening," Economics & Human Biology, Elsevier, vol. 43(C).
    5. Zhang, Yi & Salm, Martin & van Soest, Arthur, 2018. "The effect of retirement on healthcare utilization: Evidence from China," Journal of Health Economics, Elsevier, vol. 62(C), pages 165-177.
    6. Yingying Zhang & Steve Bradley & Robert Crouchley, 2023. "Gender Differences in the Effect of Retirement Duration on Cognitive Functioning," Working Papers 379420912, Lancaster University Management School, Economics Department.
    7. Zhuang Hao & Huihui Cheng & Till Bärnighausen & Simiao Chen, 2024. "The effects of parental retirement on adult children's health: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 33(1), pages 12-20, January.
    8. Clémentine Garrouste & Elsa Perdrix, 2022. "Is there a consensus on the health consequences of retirement? A literature review," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 841-879, September.
    9. Devon Gorry & Sita Nataraj Slavov, 2023. "The effect of retirement on health behaviors," Health Economics, John Wiley & Sons, Ltd., vol. 32(10), pages 2234-2259, October.
    10. Matthew Gnagey & Therese Grijalva & Rong Rong, 2020. "Spousal influence and assortative mating on time preferences: a field experiment in the USA," Review of Economics of the Household, Springer, vol. 18(2), pages 461-512, June.
    11. Nielsen, Nick Fabrin, 2019. "Sick of retirement?," Journal of Health Economics, Elsevier, vol. 65(C), pages 133-152.
    12. Kuusi, T. & Martikainen, P. & Valkonen, T., 2020. "The influence of old-age retirement on health: Causal evidence from the Finnish register data," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    13. Chen, Xi, 2022. "The impact of spousal and own retirement on health: Evidence from urban China," World Development, Elsevier, vol. 159(C).
    14. Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
    15. Xu, Yuanrong & Tong, Bin, 2024. "Understanding the heterogeneous health effect of retirement by tracking daily activities," The Journal of the Economics of Ageing, Elsevier, vol. 29(C).
    16. Alistair Munro, 2018. "Intra†Household Experiments: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 134-175, February.
    17. Atalay, Kadir & Staneva, Anita & Zhu, Rong, 2026. "Integration or Isolation? The Impact of Retirement on Social Capital," IZA Discussion Papers 18396, IZA Network @ LISER.
    18. Leimer, Birgit & van Ewijk, Reyn, 2022. "No “honeymoon phase”: whose health benefits from retirement and when," Economics & Human Biology, Elsevier, vol. 47(C).
    19. Barschkett, Mara & Geyer, Johannes & Haan, Peter & Hammerschmid, Anna, 2022. "The effects of an increase in the retirement age on health — Evidence from administrative data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23, pages 1-53.
    20. Anikó Bíró & Réka Branyiczki & Péter Elek, 2022. "The effect of involuntary retirement on healthcare use," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1012-1032, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • I0 - Health, Education, and Welfare - - General
    • I1 - Health, Education, and Welfare - - Health
    • J0 - Labor and Demographic Economics - - General
    • J1 - Labor and Demographic Economics - - Demographic Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:yor:hectdg:26/03. 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: Jane Rawlings (email available below). General contact details of provider: https://edirc.repec.org/data/deyoruk.html .

    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.