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Does health insurance reduce out-of-pocket expenditure? Heterogeneity among China's middle-aged and elderly

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  • Zhang, Anwen
  • Nikoloski, Zlatko
  • Mossialos, Elias

Abstract

China's recent healthcare reforms aim to provide fair and affordable health services for its huge population. In this paper, we investigate the association between China's health insurance and out-of-pocket (OOP) healthcare expenditure. We further explore the heterogeneity in this association. Using data of 32,387 middle-aged and elderly individuals drawn from the 2011 and 2013 waves of China Health and Retirement Longitudinal Study (CHARLS), we report five findings. First, having health insurance increases the likelihood of utilizing healthcare and reduces inpatient OOP expenditure. Second, healthcare benefits are distributed unevenly: while low- and medium-income individuals are the main beneficiaries with reduced OOP expenditure, those faced with very high medical bills are still at risk, owing to limited and shallow coverage in certain aspects. Third, rural migrants hardly benefit from having health insurance, suggesting that institutional barriers are still in place. Fourth, health insurance does not increase patient visits to primary care facilities; hospitals are still the main provider of healthcare. Nonetheless, there is some evidence that patients shift from higher-tier to lower-tier hospitals. Last, OOP spending on pharmaceuticals is reduced for inpatient care but not for outpatient care, suggesting that people rely on inpatient care to obtain reimbursable drugs, putting further pressure on the already overcrowded hospitals. Our findings suggest that China's health insurance system has been effective in boosting healthcare utilization and lowering OOP hospitalization expenditure, but there still remain challenges due to the less generous rural scheme, shallow outpatient care coverage, lack of insurance portability, and an underdeveloped primary healthcare system.

Suggested Citation

  • Zhang, Anwen & Nikoloski, Zlatko & Mossialos, Elias, 2017. "Does health insurance reduce out-of-pocket expenditure? Heterogeneity among China's middle-aged and elderly," Social Science & Medicine, Elsevier, vol. 190(C), pages 11-19.
  • Handle: RePEc:eee:socmed:v:190:y:2017:i:c:p:11-19
    DOI: 10.1016/j.socscimed.2017.08.005
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    as
    1. Yinjun Zhao & Bowei Kang & Yawen Liu & Yichong Li & Guoqing Shi & Tao Shen & Yong Jiang & Mei Zhang & Maigeng Zhou & Limin Wang, 2014. "Health Insurance Coverage and Its Impact on Medical Cost: Observations from the Floating Population in China," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-9, November.
    2. 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.
    3. Meng, Qingyue & Rehnberg, Clas & Zhuang, Ning & Bian, Ying & Tomson, Goran & Tang, Shenglan, 2004. "The impact of urban health insurance reform on hospital charges: a case study from two cities in China," Health Policy, Elsevier, vol. 68(2), pages 197-209, May.
    4. Zhiyuan Hou & Ellen Van de Poel & Eddy Van Doorslaer & Baorong Yu & Qingyue Meng, 2014. "Effects Of Ncms On Access To Care And Financial Protection In China," Health Economics, John Wiley & Sons, Ltd., vol. 23(8), pages 917-934, August.
    5. 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.
    6. repec:wly:soecon:v:82:2:y:2015:p:361-384 is not listed on IDEAS
    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. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Wang, Hufeng & Gusmano, Michael K. & Cao, Qi, 2011. "An evaluation of the policy on community health organizations in China: Will the priority of new healthcare reform in China be a success?," Health Policy, Elsevier, vol. 99(1), pages 37-43, January.
    13. Richard Herd & Yu-Wei Hu & Vincent Koen, 2010. "Improving China's Health Care System," OECD Economics Department Working Papers 751, OECD Publishing.
    14. Bhattacharyya, Onil & Delu, Yin & Wong, Sabrina T. & Bowen, Chen, 2011. "Evolution of primary care in China 1997-2009," Health Policy, Elsevier, vol. 100(2-3), pages 174-180, May.
    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. Hu, Jia & Mossialos, Elias, 2016. "Pharmaceutical pricing and reimbursement in China: When the whole is less than the sum of its parts," Health Policy, Elsevier, vol. 120(5), pages 519-534.
    17. Bhattacharyya, Onil & Delu, Yin & Wong, Sabrina T. & Bowen, Chen, 2011. "Evolution of primary care in China 1997–2009," Health Policy, Elsevier, vol. 100(2), pages 174-180.
    18. Liu, Gordon G. & Zhao, Zhongyun & Cai, Renhua & Yamada, Tetsuji & Yamada, Tadashi, 2002. "Equity in health care access to: assessing the urban health insurance reform in China," Social Science & Medicine, Elsevier, vol. 55(10), pages 1779-1794, November.
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    12. Sha Chen & Zhiye Lin & Xiaoru Fan & Jushuang Li & Yao-Jie Xie & Chun Hao, 2022. "The Comparison of Various Types of Health Insurance in the Healthcare Utilization, Costs and Catastrophic Health Expenditures among Middle-Aged and Older Chinese Adults," IJERPH, MDPI, vol. 19(10), pages 1-14, May.
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