Evidence map›Paper›PMID 42517108›Full record

ArticleFrontiers in public health2026

Assessing spatial equity in integrated health care facilities for older adults: a case study in the metropolis of Guangzhou, China.

Yingsheng Liu, Changdong Ye, Yifei Wu, Kailun Fang, Jiyang Mi

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yingsheng LiuCollege of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China.
Changdong YeCollege of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China.
Yifei WuSchool of Architectural Engineering, Shenzhen Polytechnic University, Shenzhen, China.
Kailun FangGuangzhou Urban Planning and Design Co., Ltd., Guangzhou, China.
Jiyang MiCollege of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ensuring equitable access to health care facilities for older adults is an increasingly important concern for academic researchers and policymakers in building age-friendly cities and communities. Previous studies have seldom explored the spatial equity in the distribution of geographic access to multi-tiered and multi-type health care facilities in China, especially community-based care for older adults. Methods: To compensate for this gap, this article adopted the two-step floating catchment area (2SFCA) method to systematically and dynamically evaluate equity in spatial accessibility by accounting for the category and hierarchy of health care facilities in Guangzhou by investigating the accessibility among 176 towns/districts and 973 health care facilities that were classified by municipal and community levels as well as medical facilities and nursing facilities in six different years. Results: The results suggested that the supply-demand relationships were regionally unbalanced in Guangzhou. The supply of all types of health care facilities in the suburban area was optimistic, whereas that in the central city was inadequate considering its high density of older adults. Accessibility on the outskirts was complex, and areas with insufficient supply. Moreover, community-level and nursing facilities had lower accessibility than municipal-level and medical facilities. Conclusion: Along with aging in the coming three decades, the supply-demand relationships of all health care facilities will lag in terms of supply. These findings may provide helpful insights for urban planners, and public officials with respect to the equal provision of health care resources and site allocations for older adults.

Indexed as

Health FacilitiesHealth Services AccessibilityHealth Services for the AgedAgedCatchment Area, HealthChinaCitiesHumansGuangzhouintegrated health care facilitiesolder adultsspatial equitytwo-step floating catchment area method

Identifiers

PMID42517108
PMCPMC13402153

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.