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The impact of health insurance on self-protection of Chinese rural residents

Bibliographic Data

ID22088015
AuthorsYao Li (0000-0002-1093-3301, Zhongnan University of Economics and Law), Lei Li (0000-0002-0388-7933, Zhongnan University of Economics and Law, corresponding author), Junxia Liu (0000-0002-6693-5138, Zhongnan University of Economics and Law)
Year2022
Volume10
Pages874619-874619
Publication date2022-09-16
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueFrontiers in Public Health (JOURNAL)
Journal identifiersISSN: 2296-2565 • E-ISSN: 2296-2565
PublisherFrontiers Media SA (PUBLISHER • CH)
DOI10.3389/fpubh.2022.874619
PMID36187632
OpenAlexW4296280800
LanguageEN
Citations received4
References cited44

Purpose Health insurance lowers the price of medical services, which reduces the insured's demand for self-protection (such as, live a healthy lifestyle or invest in disease prevention) that could help reduce the probability of getting sick, then ex ante moral hazard happens. The purpose of this study is to examine the impact and its heterogeneity of health insurance on the self-protection of Chinese rural residents. Method This study firstly builds a theoretical model of health insurance and self-protection. Then, based on the data from the 2004 to 2015 China Health and Nutrition Survey (CHNS), we adopt ordinary least squares model (OLS), probit model, and instrumental variable (IV) method to empirically investigate the impact of health insurance on Chinese rural residents' self-protection. Results After addressing the endogeneity problem, the study finds that participating in health insurance exerts a significant negative impact on the demand for self-protection. Specifically, health insurance participation not only increases residents' tendency toward drinking liquor by 3.4%, and that of having general obesity by 3.7%, but also reduces residents' preventive medical expenditure (PME) by 1.057%, increasing Body Mass Index (BMI) by 0.784 kg/m 2 . Further analysis shows that there is heterogeneity between groups, as health insurance participation reduces PME of people who are female, younger, and high-educated, and increases the tendency toward drinking liquor of people who are younger and low-educated. Conclusions To reduce the impact of ex ante moral hazard induced by health insurance, our findings suggest that it is necessary to improve the disease prevention function of health insurance and introduce a risk adjustment mechanism into the premium or co-payment design of health insurance

Actuarial science · Business · Economic growth · Economics · Endogeneity · Environmental health · Ex-ante · Health care · Health insurance · Incentive · Instrumental variable · Moral hazard · Multivariate probit model · Probit model · Self-insurance · Agricultural risk and resilience · Financial Literacy, Pension, Retirement Analysis · Healthcare Systems and Reforms · Medicine

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  • Extending health insurance to the rural population

    Open Access•Adam Wagstaff, Magnus Lindelow et al.•Journal of Health Economics•2009

  • The Oregon Health Insurance Experiment

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    Open Access•Xiaolu Lei, Xiaoyan Lei et al.•Health Economics•2009

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    Open Access•James H Stock, Motohiro Yogo•Identification and Inference for…•2005

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    Open Access•Melissa Mcinerney, Mark K Meiselbach•Economics & Human Biology•2020

  • Instrumental Variables in Sociology and the Social Sciences

    K A Bollen•Annual Review of Sociology•2012

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Unique citing works4
Citations per year2
Citation span2024 - 2026 (3)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 4

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