ArticleBMC medicine2025
Association between extreme temperature events and multimorbidity among older adults: evidence from the CHARLS.
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.
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Who cites it
9 citing papers in PubMed.
- Association between extreme temperature events and intrinsic capacity trajectories among middle-aged and older adults: the China Health and Retirement Longitudinal Study (CHARLS).BMC public health · 2026Article
- Extreme temperature events and hospitalizations for 59 autoimmune diseases in Korea: A nationwide outcome-wide, time-stratified, case-crossover study.Environmental research · 2026Article
- Triglyceride-glucose waist-to-height ratio in relation to prevalent and incident multimorbidity: cross-sectional and prospective evidence from four national studies.Cardiovascular diabetology · 2026Article
- Comment on: "Associating Multimorbidity Patterns With Healthcare Utilization and Unmet Healthcare Needs Among Older Koreans Living Alone".Geriatrics & gerontology international · 2026Article
- Diurnal temperature range and daily mean temperature in relation to multimorbidity among middle-aged or older Chinese adults: insights from the CHARLS.BMC public health · 2026Article
- Chronic disease comorbidity and its impact on healthcare utilization among older adults in China: a cross-sectional and longitudinal analysis.BMC geriatrics · 2026Article
- Effects of Heatwaves and Tropical Nights on Sleep in Middle-Aged and Older Adults: A Scoping Review.Clocks & sleep · 2026Review
- Temperature-related indicators and risk of incident cardiovascular-kidney-metabolic multimorbidity in middle-aged and older adults: a longitudinal cohort study from CHARLS.Frontiers in public health · 2026Article
- Association between cold spells and chronic lung disease: a nationwide spatial machine learning analysis.Frontiers in medicine · 2026Article
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Authors and funding
6 authors.
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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.
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