IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v24y2015i6p672-691.html
   My bibliography  Save this article

The Impact of Health Insurance on Health Outcomes and Spending of the Elderly: Evidence from China's New Cooperative Medical Scheme

Author

Listed:
  • Lingguo Cheng
  • Hong Liu
  • Ye Zhang
  • Ke Shen
  • Yi Zeng

Abstract

This paper investigates the effects of China's New Cooperative Medical Scheme (NCMS) on health outcomes and healthcare expenditure of the elderly in rural China, using panel data from the 2005 and 2008 waves of the Chinese Longitudinal Healthy Longevity Survey. We employ a strategy that combines propensity score matching with a difference‐in‐differences approach to address selection bias. Results show that the NCMS has significantly improved the elderly enrollees' activities of daily living and cognitive function but has not led to better self‐assessed general health status. We find no significant effect of NCMS on mortality for the previously uninsured elderly in NCMS counties, although there is moderate evidence that it is associated with reduced mortality for the elderly enrollees. We also find that the elderly participants are more likely to get adequate medical services when sick, which provides a good explanation for the beneficial health effects of NCMS. However, there is no evidence that the NCMS has reduced their out‐of‐pocket spending. Furthermore, we also find that low‐income seniors benefit more from NCMS participation in terms of health outcomes and perceived access to health care, suggesting that the NCMS helps reduce health inequalities among the rural elderly. Copyright © 2014 John Wiley & Sons, Ltd.

Suggested Citation

  • Lingguo Cheng & Hong Liu & Ye Zhang & Ke Shen & Yi Zeng, 2015. "The Impact of Health Insurance on Health Outcomes and Spending of the Elderly: Evidence from China's New Cooperative Medical Scheme," Health Economics, John Wiley & Sons, Ltd., vol. 24(6), pages 672-691, June.
    • Handle: RePEc:wly:hlthec:v:24:y:2015:i:6:p:672-691
    DOI: 10.1002/hec.3053
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3053
    Download Restriction: no
    File URL: https://libkey.io/10.1002/hec.3053?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. Chen, Yuyu & Jin, Ginger Zhe, 2012. "Does health insurance coverage lead to better health and educational outcomes? Evidence from rural China," Journal of Health Economics, Elsevier, vol. 31(1), pages 1-14.
    2. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
    3. Hongmei Yi & Linxiu Zhang & Kim Singer & Scott Rozelle & Scott Atlas, 2009. "Health insurance and catastrophic illness: a report on the New Cooperative Medical System in rural China," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 119-127, July.
    4. Janet Currie & Jonathan Gruber, 1996. "Health Insurance Eligibility, Utilization of Medical Care, and Child Health," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 431-466.
    5. Xueshan, Feng & Shenglan, Tang & Bloom, Gerald & Segall, Malcolm & Xingyuan, Gu, 1995. "Cooperative medical schemes in contemporary rural China," Social Science & Medicine, Elsevier, vol. 41(8), pages 1111-1118, October.
    6. Matthew Jowett & Anil Deolalikar & Peter Martinsson, 2004. "Health insurance and treatment seeking behaviour: evidence from a low‐income country," Health Economics, John Wiley & Sons, Ltd., vol. 13(9), pages 845-857, September.
    7. Weili Ding & Steven F. Lehrer, 2010. "Estimating Treatment Effects from Contaminated Multiperiod Education Experiments: The Dynamic Impacts of Class Size Reductions," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 31-42, February.
    8. Xiaoyun Sun & Sukhan Jackson & Gordon Carmichael & Adrian C. Sleigh, 2009. "Catastrophic medical payment and financial protection in rural China: evidence from the New Cooperative Medical Scheme in Shandong Province," Health Economics, John Wiley & Sons, Ltd., vol. 18(1), pages 103-119, January.
    9. Antonio Trujillo & Jorge Portillo & John Vernon, 2005. "The Impact of Subsidized Health Insurance for the Poor: Evaluating the Colombian Experience Using Propensity Score Matching," International Journal of Health Economics and Management, Springer, vol. 5(3), pages 211-239, September.
    10. Yip, Winnie & Hsiao, William C., 2009. "Non-evidence-based policy: How effective is China's new cooperative medical scheme in reducing medical impoverishment?," Social Science & Medicine, Elsevier, vol. 68(2), pages 201-209, January.
    11. Zeng Yi & James W. Vaupel & Xiao Zhenyu & Zhang Chunyuan & Liu Yuzhi, 2002. "Sociodemographic and Health Profiles of the Oldest Old In China," Population and Development Review, The Population Council, Inc., vol. 28(2), pages 251-273, June.
    12. repec:cai:popine:popu_p2001_13n1_0116 is not listed on IDEAS
    13. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, Oxford University Press, vol. 127(3), pages 1057-1106.
    14. Ardeshir Sepehri & Sisira Sarma & Wayne Simpson, 2006. "Does non‐profit health insurance reduce financial burden? Evidence from the Vietnam living standards survey panel," Health Economics, John Wiley & Sons, Ltd., vol. 15(6), pages 603-616, June.
    15. Hong Wang & Winnie Yip & Licheng Zhang & William C. Hsiao, 2009. "The impact of rural mutual health care on health status: evaluation of a social experiment in rural China," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 65-82, July.
    16. Gu, Danan & Dupre, Matthew E. & Liu, Guangya, 2007. "Characteristics of the institutionalized and community-residing oldest-old in China," Social Science & Medicine, Elsevier, vol. 64(4), pages 871-883, February.
    17. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    18. Karen Eggleston & Li Ling & Meng Qingyue & Magnus Lindelow & Adam Wagstaff, 2008. "Health service delivery in China: a literature review," Health Economics, John Wiley & Sons, Ltd., vol. 17(2), pages 149-165, February.
    19. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    20. 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.
    21. Wagstaff, Adam & Lindelow, Magnus, 2008. "Can insurance increase financial risk?: The curious case of health insurance in China," Journal of Health Economics, Elsevier, vol. 27(4), pages 990-1005, July.
    22. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    23. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    24. Janet Currie & Jonathan Gruber, 1997. "The Technology of Birth: Health Insurance, Medical Interventions, and Infant Health," NBER Working Papers 5985, National Bureau of Economic Research, Inc.
    25. 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.
    26. 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.
    27. Wagstaff, Adam & Yu, Shengchao, 2007. "Do health sector reforms have their intended impacts?: The World Bank's Health VIII project in Gansu province, China," Journal of Health Economics, Elsevier, vol. 26(3), pages 505-535, May.
    28. Franks, P. & Clancy, C.M. & Gold, M.R. & Nutting, P.A., 1993. "Health insurance and subjective health status: Data from the 1987 National Medical Expenditure Survey," American Journal of Public Health, American Public Health Association, vol. 83(9), pages 1295-1299.
    29. Currie, Janet & Gruber, Jonathan, 1996. "Saving Babies: The Efficacy and Cost of Recent Changes in the Medicaid Eligibility of Pregnant Women," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1263-1296, December.
    30. Simon Chang, 2012. "The Effect Of Taiwan'S National Health Insurance On Mortality Of The Elderly: Revisited," Health Economics, John Wiley & Sons, Ltd., vol. 21(11), pages 1257-1270, November.
    31. Likwang Chen & Winnie Yip & Ming‐Cheng Chang & Hui‐Sheng Lin & Shyh‐Dye Lee & Ya‐Ling Chiu & Yu‐Hsuan Lin, 2007. "The effects of Taiwan's National Health Insurance on access and health status of the elderly," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 223-242, March.
    32. Chou, Shin-Yi & Grossman, Michael & Liu, Jin-Tan, 2014. "The impact of National Health Insurance on birth outcomes: A natural experiment in Taiwan," Journal of Development Economics, Elsevier, vol. 111(C), pages 75-91.
    33. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    34. Sandra L. Decker & Dahlia K. Remler, 2004. "How Much Might Universal Health Insurance Reduce Socioeconomic Disparities in Health? A Comparison of the US and Canada," NBER Working Papers 10715, National Bureau of Economic Research, Inc.
    35. Currie, Janet & Decker, Sandra & Lin, Wanchuan, 2008. "Has public health insurance for older children reduced disparities in access to care and health outcomes?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1567-1581, December.
    36. Liu, Yuanli & Hsiao, William C. L. & Li, Qing & Liu, Xingzhu & Ren, Minghui, 1995. "Transformation of China's rural health care financing," Social Science & Medicine, Elsevier, vol. 41(8), pages 1085-1093, October.
    37. You, Xuedan & Kobayashi, Yasuki, 2009. "The new cooperative medical scheme in China," Health Policy, Elsevier, vol. 91(1), pages 1-9, June.
    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. Syeda Anam Fatima Rizvi, 2020. "Cost effectiveness of health expenditures: A macro level study for developing and developed countries," Post-Print hal-03341702, HAL.
    2. Liu, Hong & Zhao, Zhong, 2014. "Does health insurance matter? Evidence from China’s urban resident basic medical insurance," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 1007-1020.
    3. Lin, Lin & Zai, Xianhua, 2022. "The Power of Public Insurance With Limited Benefits: Evidence from China's New Cooperative Medical Scheme," GLO Discussion Paper Series 1180, Global Labor Organization (GLO).
    4. Lin Lin & Xianhua Zai, 2022. "The role of supply responses in public insurance expansion: evidence from China's New Cooperative Medical Scheme," MPIDR Working Papers WP-2022-025, Max Planck Institute for Demographic Research, Rostock, Germany.
    5. Chen, Yuyu & Jin, Ginger Zhe, 2012. "Does health insurance coverage lead to better health and educational outcomes? Evidence from rural China," Journal of Health Economics, Elsevier, vol. 31(1), pages 1-14.
    6. He, Huajing & Nolen, Patrick J., 2019. "The effect of health insurance reform: Evidence from China," China Economic Review, Elsevier, vol. 53(C), pages 168-179.
    7. 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.
    8. Huang, Xian & Wu, Bingxiao, 2020. "Impact of urban-rural health insurance integration on health care: Evidence from rural China," China Economic Review, Elsevier, vol. 64(C).
    9. Chen, Yi & Shi, Julie & Zhuang, Castiel Chen, 2019. "Income-dependent impacts of health insurance on medical expenditures: Theory and evidence from China," China Economic Review, Elsevier, vol. 53(C), pages 290-310.
    10. Kondo, Ayako & Shigeoka, Hitoshi, 2013. "Effects of universal health insurance on health care utilization, and supply-side responses: Evidence from Japan," Journal of Public Economics, Elsevier, vol. 99(C), pages 1-23.
    11. Jinjing Wu & Shelby Deaton & Boshen Jiao & Zohn Rosen & Peter A Muennig, 2018. "The cost-effectiveness analysis of the New Rural Cooperative Medical Scheme in China," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-13, December.
    12. Feiyan Yang & Li Wei, 2023. "The impact of tax-subsidized health insurance on health and out-of-pocket burden in China," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 194-246, January.
    13. Feng Huang & Li Gan`, 2017. "The Impacts of China's Urban Employee Basic Medical Insurance on Healthcare Expenditures and Health Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 149-163, February.
    14. Xiaoyun Liang & Hong Guo & Chenggang Jin & Xiaoxia Peng & Xiulan Zhang, 2012. "The Effect of New Cooperative Medical Scheme on Health Outcomes and Alleviating Catastrophic Health Expenditure in China: A Systematic Review," PLOS ONE, Public Library of Science, vol. 7(8), pages 1-11, August.
    15. Qin, Xuezheng & Pan, Jay & Liu, Gordon G., 2014. "Does participating in health insurance benefit the migrant workers in China? An empirical investigation," China Economic Review, Elsevier, vol. 30(C), pages 263-278.
    16. Supon Limwattananon & Sven Neelsen & Owen O'Donnell & Phusit Prakongsai & Viroj Tangcharoensathien & Eddy van Doorslaer, 2013. "Universal Coverage on a Budget: Impacts on Health Care Utilization and Out-Of-Pocket Expenditures in Thailand," Tinbergen Institute Discussion Papers 13-067/V, Tinbergen Institute.
    17. Li, Cheng & Yu, Xuan & Butler, James R.G. & Yiengprugsawan, Vasoontara & Yu, Min, 2011. "Moving towards universal health insurance in China: Performance, issues and lessons from Thailand," Social Science & Medicine, Elsevier, vol. 73(3), pages 359-366, August.
    18. Hua Chen & Jianing Xing & Xiaoxu Yang & Kai Zhan, 2021. "Heterogeneous Effects of Health Insurance on Rural Children’s Health in China: A Causal Machine Learning Approach," IJERPH, MDPI, vol. 18(18), pages 1-14, September.
    19. Hong Wang & Yu Liu & Yan Zhu & Lei Xue & Martha Dale & Heather Sipsma & Elizabeth Bradley, 2012. "Health Insurance Benefit Design and Healthcare Utilization in Northern Rural China," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-7, November.
    20. Qin Zhou & Gordon G. Liu & Sam Krumholz, 2017. "Is Chinese National Health Insurance Effective in the Face of Severe Illness? A Perspective from Health Service Utilization and Economic Burden," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(3), pages 1307-1329, July.

    More about this item

    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:wly:hlthec:v:24:y:2015:i:6:p:672-691. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.