ArticleBMC geriatrics2017
Urban-rural differences in the association between access to healthcare and health outcomes among older adults in China.
Article in BMC geriatrics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 164 papers, 7 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
164 citing papers in PubMed, 7 syntheses or guidelines pooled it, 313 citations in OpenAlex.
- Prevalence and treatment and control rates of hypertension among Chinese adults from 2016 to 2022: a meta-analysis.BMC public health · 2026Pooled it
- Pooled it
- Bridging healthcare disparities: a systematic review of healthcare access for disabled individuals in rural and urban areas.Frontiers in health services · 2025Pooled it
- Prevalence of Frailty Among Chinese Community-Dwelling Older Adults: A Systematic Review and Meta-Analysis.International journal of public health · 2023Pooled it
- Prevalence of Disability among the Chinese Older Population: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022Pooled it
- Prevalence of mild cognitive impairment in community-dwelling Chinese populations aged over 55 years: a meta-analysis and systematic review.BMC geriatrics · 2021Pooled it
- Factors associated with breast cancer screening participation among women in mainland China: a systematic review.BMJ open · 2019Pooled it
- Evaluating the Relationship Between Early Non-Motor Symptoms and Late Diagnosis of Parkinson's Disease Based on the PPMI Database From 2012 to 2018: A Retrospective Cross-Sectional Study.Health science reports · 2026Article
- Bridge symptoms connecting depressive, sleep, and cognitive domains in rural older adults with type 2 diabetes: a symptom network approach.BMC geriatrics · 2026Article
- Multivariable regression modelling of structural, intermediary and demographic determinants of health literacy: evidence from unaccompanied migrants and statelessness-prone individuals in Ghana.Journal of health, population, and nutrition · 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
- Evaluating fifteen years of national policy in Israel to overcome socio-geographic health disparities in Israel's Northern District: a mixed-methods study.International journal for equity in health · 2026Article
- Economic evaluation of telemedicine-based integrated management of atrial fibrillation in rural China: a modeling analysis.NPJ digital medicine · 2026Article
- Effectiveness of a community-based mobile rehabilitation program for older adults in underserved areas: functional and pain outcomes.BMC public health · 2026Article
- An unexpected paradox: examining the relationship between solid fuel heating and reduced cancer risk in CHARLS.BMC cancer · 2026Article
- Functional disability and urban-rural differences in depressive symptoms among older adults in China.BMC geriatrics · 2026Article
- Effects of housing demolition on health and medical utilization: evidence from China.Health economics review · 2026Article
- Article
- County health rankings, provider shortages, and the health of incarcerated women with opioid use disorder.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- Short-form video usage and cognitive function among rural older adults in northern China: a cross-sectional study.Frontiers in public health · 2026Article
104 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStudies have shown that inadequate access to healthcare is associated with lower levels of health and well-being in older adults. Studies have also shown significant urban-rural differences in access to healthcare in developing countries such as China. However, there is limited evidence of whether the association between access to healthcare and health outcomes differs by urban-rural residence at older ages in China.
methodsFour waves of data (2005, 2008/2009, 2011/2012, and 2014) from the largest national longitudinal survey of adults aged 65 and older in mainland China (n = 26,604) were used for analysis. The association between inadequate access to healthcare (y/n) and multiple health outcomes were examined-including instrumental activities of daily living (IADL) disability, ADL disability, cognitive impairment, and all-cause mortality. A series of multivariate models were used to obtain robust estimates and to account for various covariates associated with access to healthcare and/or health outcomes. All models were stratified by urban-rural residence.
resultsInadequate access to healthcare was significantly higher among older adults in rural areas than in urban areas (9.1% vs. 5.4%; p < 0.01). Results from multivariate models showed that inadequate access to healthcare was associated with significantly higher odds of IADL disability in older adults living in urban areas (odds ratio [OR] = 1.58-1.79) and rural areas (OR = 1.95-2.30) relative to their counterparts with adequate access to healthcare. In terms of ADL disability, we found significant increases in the odds of disability among rural older adults (OR = 1.89-3.05) but not among urban older adults. Inadequate access to healthcare was also associated with substantially higher odds of cognitive impairment in older adults from rural areas (OR = 2.37-3.19) compared with those in rural areas with adequate access to healthcare; however, no significant differences in cognitive impairment were found among older adults in urban areas. Finally, we found that inadequate access to healthcare increased overall mortality risks in older adults by 33-37% in urban areas and 28-29% in rural areas. However, the increased risk of mortality in urban areas was not significant after taking into account health behaviors and baseline health status.
conclusionsInadequate access to healthcare was significantly associated with higher rates of disability, cognitive impairment, and all-cause mortality among older adults in China. The associations between access to healthcare and health outcomes were generally stronger among older adults in rural areas than in urban areas. Our findings underscore the importance of providing adequate access to healthcare for older adults-particularly for those living in rural areas in developing countries such as China.
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