ArticlePloS one2020
Rural-urban differences in health outcomes, healthcare use, and expenditures among older adults under universal health insurance in China.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 2 of them syntheses that pooled it.
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Who cites it
57 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Systematic review and meta-analysis of rural-urban disparities in Alzheimer's disease dementia prevalence.The journal of prevention of Alzheimer's disease · 2025Pooled it
- Prevalence Rates of Depression and Anxiety among Young Rural and Urban Australians: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2023Pooled it
- Access to Care and Self-Rated Health Status: Comparison of Rural and Urban Immigrants in the US.Journal of immigrant and minority health · 2026Article
- When widowhood meets hospitalisation risk: the dynamic, time-dependent association in older adults.BMC geriatrics · 2026Article
- Associations of sociodemographic and behavioral factors with frailty transition patterns: a multi-state Markov analysis of the China Health and Retirement Longitudinal Study (CHARLS).Archives of public health = Archives belges de sante publique · 2026Article
- Is traditional Chinese medicine service accessibility associated with health inequality? Evidence from the distribution of health capital among rural residents in China.International journal for equity in health · 2026Article
- Public perceptions of genetic sequencing in China: barriers and drivers of adoption.European journal of human genetics : EJHG · 2026Article
- Health insurance and end-of-life healthcare expenditures: evidence from Chinese Longitudinal Healthy Longevity Survey.npj health systems · 2026Article
- Malnutrition and its multidimensional determinants in institutionalized older adults: a cross-sectional study from resource-limited nursing homes in China.Scientific reports · 2026Article
- Hidden inequities in universal health coverage: determinants of health insurance underutilization in Indonesia.BMC public health · 2026Article
- Medication adherence among geriatric patients with chronic diseases in rural China: a social ecological model perspective.BMC geriatrics · 2026Article
- Beyond patient education: fall prevention knowledge, health literacy, and implementation gaps in Chinese hospitals-a patient-caregiver study.Frontiers in public health · 2026Article
- Does public spending on sports improve people's health? Empirical evidence from China.Frontiers in public health · 2026Article
- Insurance-related differences in high-intensity care utilization among older patients with cancer.Frontiers in public health · 2026Observational
- Can sports consumption cities reduce residents' medical expenditures? Evidence from China.Frontiers in public health · 2026Article
- Measuring and decomposing inequalities in intrinsic capacity among older adults in china: from an urban-rural divide perspective.Aging clinical and experimental research · 2025Article
- Prevalence and Intensity of Catastrophic Health Expenditure Among Residents in a Multiethnic Province in China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Elderly abuse and depressive symptoms among older adults: loneliness and social participation as mediators and moderators.BMC public health · 2025Article
- Evaluating health system expenditure across the rural-urban spectrum in New Zealand: a study protocol.BMJ open · 2025Article
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Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Rural-urban inequalities in health status and access to care are a significant issue in China, especially among older adults. However, the rural-urban differences in health outcomes, healthcare use, and expenditures among insured elders following China's comprehensive healthcare reforms in 2009 remain unclear. Using the Chinese Longitudinal Healthy Longevity Surveys data containing a sample of 2,624 urban and 6,297 rural residents aged 65 and older, we performed multivariable regression analyses to determine rural-urban differences in physical and psychological functions, self-reported access to care, and healthcare expenditures, after adjusting for individual socio-demographic characteristics and health conditions. Nonparametric tests were used to evaluate the changes in rural-urban differences between 2011 and 2014. Compared to rural residents, urban residents were more dependent on activities of daily living (ADLs) and instrumental ADLs. Urban residents reported better adequate access to care, higher adjusted total expenditures for inpatient, outpatient, and total care, and higher adjusted out-of-pocket spending for outpatient and total care. However, rural residents had higher adjusted self-payment ratios for total care. Rural-urban differences in health outcomes, adequate access to care, and self-payment ratio significantly narrowed, but rural-urban differences in healthcare expenditures significantly increased from 2011 to 2014. Our findings revealed that although health and healthcare access improved for both rural and urban older adults in China between 2011 and 2014, rural-urban differences showed mixed trends. These findings provide empirical support for China's implementation of integrated rural and urban public health insurance systems, and further suggest that inequalities in healthcare resource distribution and economic development between rural and urban areas should be addressed to further reduce the rural-urban differences.
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