Evidence map›Paper›PMID 40535444›Full record

ArticleFrontiers in public health2025

Utilization of rehabilitation services among older adults with physical disabilities: the interactive influence of regional development and socioeconomic position.

Yi-Ran Wang, Xiao-Qian Yan, Fan Zhang, Chen-Tao Zhang, Wan-Nian Liang

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

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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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Yi-Ran Wang *Vanke School of Public Health, Tsinghua University, Beijing, China.
Xiao-Qian Yan *School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong, China.
Fan Zhang *Vanke School of Public Health, Tsinghua University, Beijing, China.
Chen-Tao ZhangSchool of Ecology and Environment, Renmin University of China, Beijing, China.
Wan-Nian LiangVanke School of Public Health, Tsinghua University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The utilization of rehabilitation services by older adults with disabilities is an important health task in the context of population aging and disability expansion. This study aims to explore whether there are structural differences in the relationship between the socioeconomic position (SEP) of older adults with physical disabilities (PD) and their utilization of rehabilitation services across urban and rural areas. Methods: A total of 19,782 observations of older adults with PD from the 2007-2013 China National Survey on Disability and the 2006 Second National Sample Survey on Disability were included in this study. This study employs a multiplicative interaction effect model based on logistic regression to analyze the differential impact of individual SEP on the utilization of rehabilitation services among urban and rural older adults with PD. Results: The results indicate that higher annual per capita household income has a stronger influence on the utilization of rehabilitation services in urban areas (OR = 1.315, 95% CI 1.028-1.683). This may be due to the higher development level in urban areas, which amplifies the positive effects of high SEP on individual health investments. Conversely, individuals with lower SEP in urban areas may experience "self-limiting" behavior and difficulties in integrating into the urban and social welfare systems, further inhibiting the utilization of rehabilitation services. Conclusion: There is a structural urban-rural difference in the relationship between SEP and the utilization of rehabilitation services among older adults with PD. It is recommended to enhance both the accessibility and affordability of rehabilitation services for disadvantaged individuals in economically advantaged regions, while in economically disadvantaged regions, efforts should focus on improving the accessibility of rehabilitation infrastructure and strengthening the affordability of services for vulnerable populations. This can be achieved through legislative safeguards, financial assistance, and the development of a coordinated service delivery system.

Indexed as

Persons with DisabilitiesRural PopulationAgedAged, 80 and overChinaFemaleHumansMaleMiddle AgedSocioeconomic FactorsUrban Populationdisabilityinfluence mechanismolder adultsrehabilitation services utilizationsocioeconomic status

Identifiers

PMID40535444
PMCPMC12173869

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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.