Evidence map›Paper›PMID 41514215›Full record

Observational studyBMC geriatrics2026

Household fuel use, social engagement, and cognitive decline in older Chinese adults: a prospective cohort study based on CHARLS.

Afei Qin, Meiqi Wang, Yanqin Chen, Zhenzhen Fu, Long Sun

Abstract readObservational Study
In one paragraph

Observational study in BMC geriatrics, 2026. 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

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

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.

Afei QinDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine Shandong University, 44 Wenhuaxi Road, Jinan, 250012, Shandong, China.
Meiqi WangDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine Shandong University, 44 Wenhuaxi Road, Jinan, 250012, Shandong, China.
Yanqin ChenShandong First Medical University & Shandong Academy of Medical Sciences, Jinan, 250002, Shandong, China.
Zhenzhen FuShandong First Medical University & Shandong Academy of Medical Sciences, Jinan, 250002, Shandong, China. 34870216@qq.com.
Long SunDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine Shandong University, 44 Wenhuaxi Road, Jinan, 250012, Shandong, China. sunlong@sdu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSolid fuel use remains a major source of indoor air pollution worldwide, and limited social engagement is increasingly recognized as a behavioral determinant of cognitive aging. However, evidence regarding their independent and combined effects on cognitive decline among older adults is scarce. This study aimed to evaluate the associations of household fuel use and social engagement with cognitive decline and to assess whether social engagement modifies the fuel-cognition relationship.

methodsData were drawn from 4,298 adults aged ≥ 60 years participating in the 2011-2020 waves of the China Health and Retirement Longitudinal Study (CHARLS). Household fuel use was measured at baseline and categorized into three types: clean fuels, coal, and biomass fuels. Social engagement was assessed at baseline based on participation in 11 types of social activities. Cognitive decline was defined as a ≥ 3-point reduction in global cognitive score from baseline at any follow-up wave. Cox proportional hazards models were fitted to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Multiplicative interaction between fuel type and social engagement was tested by including cross-product terms.

resultsDuring follow-up, 1,821 participants experienced cognitive decline. Compared with clean fuel use, coal use was associated with a significantly higher risk of cognitive decline (HR = 1.249, 95% CI: 1.061-1.470), whereas biomass fuel use was not (HR = 1.062, 95% CI: 0.944-1.194). Higher social engagement was consistently protective, with each additional activity associated with an 8.4% reduction in risk (HR = 0.916, 95% CI: 0.867-0.968). None of the interaction terms reached significance (coal × social engagement: HR = 0.977, 95% CI: 0.815-1.171), indicating no evidence that social engagement modifies the fuel-cognition association. Additional analyses showed that fuel use was not associated with follow-up cognitive scores (all p > 0.05), whereas social engagement remained positively associated with global cognition (β = 0.114, p = 0.006).

conclusionCoal use increases the risk of cognitive decline, whereas higher social engagement is protective; these influences operate independently without evidence of interaction. Reducing household reliance on coal while promoting meaningful social participation may represent complementary strategies to preserve cognitive health in aging populations.

Indexed as

Air Pollution, IndoorCoalCognitive DysfunctionSocial ParticipationAgedChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesCoalCognitive declineFuel useOlder adultsSocial engagement

Identifiers

PMID41514215
PMCPMC12882246

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.