Evidence map›Paper›PMID 42221626›Full record

ArticleFrontiers in public health2026

Resource endowment, medical services utilization and health poverty vulnerability: evidence from middle-aged and older households in rural western China.

Jiahui He, Wenlong Wang, Ximin Ma, Qi Hu, Hui Qiao

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

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

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.

Jiahui HeSchool of Public Health, Ningxia Medical University, Yinchuan, Ningxia, China.
Wenlong WangSchool of Management, Shandong Second Medical University, Weifang, Shandong, China.
Ximin MaSchool of Public Health, Ningxia Medical University, Yinchuan, Ningxia, China.
Qi HuSchool of Public Health, Ningxia Medical University, Yinchuan, Ningxia, China.
Hui QiaoSchool of Public Health, Ningxia Medical University, Yinchuan, Ningxia, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health poverty vulnerability is a potential internal cause of poverty and return to poverty due to illness. Middle-aged and older households are risk groups. This study uses quantile regression and structural equation model to investigate the resource endowment and medical services utilization on health poverty vulnerability among middle-aged and older households. Results show: The number of the rural middle-aged and older households falling into poverty due to health factors is 2,121, accounting for 48.36%. The resource endowment and medical services utilization have a greater impact on middle-aged and older rural households with moderate vulnerability. Physical capital has the greatest impact on health poverty vulnerability. This study analyses the health poverty vulnerability of middle-aged and older households in rural western China from a dual perspective, in order to identify vulnerable groups and strengthening dynamic monitoring.

Indexed as

Patient Acceptance of Health CarePovertyRural PopulationVulnerable PopulationsAgedChinaFamily CharacteristicsFemaleHumansMiddle AgedBourdieu’s Capital Theoryhealth poverty vulnerabilitymedical services utilizationquantile regressionstructural equation models

Identifiers

PMID42221626
PMCPMC13215866

What OpenQuestion holds

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LicenceCC BY
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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.