Evidence map›Paper›PMID 40959517›Full record

ArticlePreventive medicine reports2025

Assessing the Association of Cooking Fuel Type on chronic respiratory diseases among middle-aged and older adults in China: Insights from residential area and self-care capability.

Junzhou Xu, Ling Zhang

Abstract read
In one paragraph

Article in Preventive medicine reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

2 authors.

Junzhou XuDepartment of Economics and Management, Hubei Polytechnic University, Huangshi, China.
Ling ZhangSchool of Software & Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to evaluate the association between clean versus solid cooking fuels and chronic respiratory diseases (CRD) in adults aged 45 and older, focusing on the moderating effects of urban-rural location and self-care ability (independent, partially independent, or dependent). Methods: Using cross-sectional data from the 2020 China Health and Retirement Longitudinal Study, logistic regression was applied to examine the relationship between cooking fuel types and CRD, while exploring the moderating effects of residential area and self-care ability. Robustness checks were conducted to confirm the findings. Results: The use of clean cooking fuels was linked to lower CRD prevalence across all groups. While urban residents had a higher baseline CRD risk, the relationship between clean fuels and CRD was similar in both urban and rural areas. Individuals with poorer self-care abilities had a higher CRD risk, regardless of fuel type, indicating that clean fuels alone may not fully mitigate health risks for this group. Conclusions: Clean cooking fuels are linked to lower CRD prevalence in both urban and rural populations, and their protective effect is similar across these groups. Poorer self-care ability is associated with higher CRD risk, highlighting that interventions beyond fuel switching are necessary for vulnerable individuals with limited self-care abilities. These findings underscore the need for comprehensive public health strategies.

Indexed as

Chronic respiratory diseasesCooking fuelsMiddle-aged and older adultsRespiratory healthSelf-care ability

Identifiers

PMID40959517
PMCPMC12434991

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.