Evidence map›Paper›PMID 41214657›Full record

ArticleBMC medicine2025

Association between extreme temperature events and multimorbidity among older adults: evidence from the CHARLS.

Jingyi Tang, Wangyang Gu, Meng Wang, Jue Liu, Yang Chen, Xiaoli Zhang

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Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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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

6 authors.

Jingyi Tang *Department of Performance, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
Wangyang Gu *School of Public Health, Hainan Medical University, Haikou, 571199, China.
Meng WangDepartment of Performance, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
Jue LiuDepartment of Performance, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
Yang ChenSchool of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
Xiaoli ZhangDepartment of Performance, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China. zhangxiaoli@shchest.org.

Funding

Shanghai Chest Hospital YJGL-ZT-01
6 · The paper itself

Abstract

backgroundThe older adults are a high-risk group for multimorbidity. However, a possible multimorbidity link with extreme temperature events is unknown. We aimed to explore the association of cold spells and heatwaves and risk of multimorbidity among older people.

methodsThis cohort included 9475 adults aged 45 and over from the China Health and Retirement Longitudinal Study (CHARLS). Heatwaves and cold spells were defined according to the average temperature, with the combination of six thresholds (≥ 97.5%, 97.5%, 92.5%, 7.5%, 5%, and 2.5%) and three durations (≥ 2, 3, and 4 days). Our outcome variable was multimorbidity, defined as the coexistence of two or more chronic diseases in individuals. Cox proportional hazard models with time-dependent covariates were employed to assess effects of extreme temperature events on the risk of multimorbidity. We also conducted subgroup analyses to assess possible modifying effects among various populations.

resultsHeatwaves were positively associated with the risk of multimorbidity, with HRs ranging from 1.008 (95% CI: 1.002-1.013) to 1.021 (95% CI: 1.007-1.035). Besides, each additional day of cold spell exposure was correlated with an increased risk of multimorbidity by between 1.8% (HR: 1.018, 95% CI: 1.012-1.024) and 2.4% (HR: 1.024, 95% CI: 1.016-1.032) among older adults. The subgroup analyses revealed that males, adults with insufficient sleep, or living in southern areas were more susceptible to the extreme temperature events.

conclusionsBoth cold spells and heatwaves exposure increase the risk of multimorbidity in older adults. Our findings highlight the necessity of preventing harmful effects of extreme temperature events.

Indexed as

Extreme HeatMultimorbidityAgedAged, 80 and overChinaChronic DiseaseFemaleHumansLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsRisk FactorsCHARLSCold spellHeatwaveMultimorbidity

Identifiers

PMID41214657
PMCPMC12599051

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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.