Evidence map›Paper›PMID 28724355›Full record

ArticleBMC geriatrics2017

Urban-rural differences in the association between access to healthcare and health outcomes among older adults in China.

Xufan Zhang, Matthew E Dupre, Li Qiu, Wei Zhou, Yuan Zhao, Danan Gu

Open access · goldAbstract readComparative Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
164citing papers in PubMed, 7 pooled it
29.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

164 citing papers in PubMed, 7 syntheses or guidelines pooled it, 313 citations in OpenAlex.

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  5. Prevalence of Disability among the Chinese Older Population: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022
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  19. 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 · 2026
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104 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 2 countries.

Xufan ZhangGinling College & International Center for Aging and Health, Nanjing Normal University, Nanjing, China.
Matthew E DupreDuke Clinical Research Institute & Department of Sociology, Duke University, Durham, NC, USA.
Li QiuIndependent Researcher, New York, NY, USA.
Wei ZhouGinling College & International Center for Aging and Health, Nanjing Normal University, Nanjing, China.
Yuan ZhaoGinling College, School of Geography Science & International Center for Aging and Health and Nanjing Normal University, Nanjing, China.
Danan GuUnited Nations Population Division, Two UN Plaza, New York, NY, DC2-1910, USA. gudanan@yahoo.com.
Nanjing Normal University · CNDuke University · USUnited Nations Population Fund · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Health BehaviorActivities of Daily LivingAgedAged, 80 and overChinaCognitive DysfunctionDeveloping CountriesFemaleHealth Services AccessibilityHumansLongitudinal StudiesMaleRural PopulationTreatment OutcomeUrban PopulationAccess to healthcareChinaCLHLSDisabilityHealthcareMedical careMortalityOlder adultsOldest-oldRrbanRural

Identifiers

PMID28724355
PMCPMC5516359
OpenAlexW2736428305

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.