ArticleInternational journal for equity in health2023
Impact of pension income on healthcare utilization of older adults in rural China.
Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 14 citations in OpenAlex.
- Associations between migrant status, social isolation, and loneliness among older adults in India.BMC geriatrics · 2026Article
- The Level of Smartphone Addiction and Its Relationship to High Blood Pressure Among Middle-Aged and Elderly People in Rural Areas of China.Nature and science of sleep · 2026Article
- From midlife emergence to old-age divergence: an empirical study on structural gendered ageism in health service utilization in Tibet.International journal for equity in health · 2025Article
- Key factors associated with China's basic medical insurance fund revenue-expenditure balance: a grey relational analysis.Cost effectiveness and resource allocation : C/E · 2025Article
- Coupling coordination and regional health equity: an empirical study of economic, social, and healthcare systems in Zhejiang Province, China.Frontiers in public health · 2025Article
- Effects of retirement on inpatient healthcare utilisation: an observational study in China.BMJ open · 2024Observational
- Factors influencing utilization of healthcare services for internal migrant older adults in Xuzhou, China: based on Anderson's model.Frontiers in public health · 2024Article
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Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveIn China, rural residents experience poorer health conditions and a higher disease burden compared to urban residents but have lower healthcare services utilization. Rather than an insurance focus on enhanced healthcare services utilization, we aim to examine that whether an income shock, in the form of China's New Rural Pension Scheme (NRPS), will affect outpatient, inpatient and discretionary over-the-counter drug utilization by over 60-year-old rural NRPS residents.
methodsProviding a monthly pension of around RMB88 (USD12.97), NRPS covered all rural residents over 60 years old. Fuzzy regression discontinuity design (FRDD) was employed to explore the NRPS causal effect on healthcare services utilization, measured by outpatient and inpatient visits and discretionary over-the-counter drug purchases. The nationwide China Health and Retirement Longitudinal Study (CHARLS) 2018 provided the data.
resultsWithout significant changes in health status and medication needs, 60-plus-year-old NRPS recipients significantly increased the probability of discretionary OTC drug purchases by 33 percentage points. NRPS had no significant effect on the utilization of outpatient and inpatient utilization. The increase in the probability of discretionary OTC drug purchases from the NRPS income shock was concentrated in healthier and low-income rural residents. Robustness tests confirmed that FRDD was a robust estimation method and our results are robust.
conclusionNRPS was an exogenous income shock that significantly increased the probability of discretionary over-the-counter drug purchases among over 60-year-old rural residents, but not the utilization of inpatient or outpatient healthcare services. Income remains an important constraint for rural residents to improve their health. We recommend policymakers consider including commonly used over-the-counter drugs in basic health insurance reimbursements for rural residents; provide health advice for rural residents to make discretionary over-the-counter drug purchases; and to mount an information campaign on over-the-counter drug purchasing in order to increase the health awareness of rural residents.
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