ArticleInternational journal of environmental research and public health2022
Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Urban exposures, frailty, and mental illness in World Trade Center Health Program responders.Nature communications · 2026Article
- Approach to Low Body Temperature or Mild Hypothermia in the Geriatric Population: A Narrative Review.Journal of clinical medicine research · 2026Review
- Extreme temperature events and frailty progression in middle-aged and older adults: the longitudinal evidence from CHARLS.BMC public health · 2026Article
- Urban Exposures, Frailty, and Mental Illness in World Trade Center Health Program Responders.medRxiv : the preprint server for health sciences · 2026Article
- Harvesting Effect and Extreme Temperature-Related Mortality in Italy.European journal of population = Revue europeenne de demographie · 2026Article
- Article
- Association of the triglyceride-glucose index and its related parameters with frailty.Lipids in health and disease · 2024Article
- Association of triglyceride-glucose index trajectory and frailty in urban older residents: evidence from the 10-year follow-up in a cohort study.Cardiovascular diabetology · 2023Article
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Authors and funding
6 authors.
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Abstract
Frailty is an accumulation of deficits characterized by reduced resistance to stressors and increased vulnerability to adverse outcomes. However, there is little known about the effect of ambient temperature in winter on frailty among older adults, a population segment with the highest frailty prevalence. Thus, the objective of this study is to investigate the associations between frailty and ambient temperature in winter among older adults. This study was based on the Chinese Longitudinal Healthy Longevity Survey (CLHLS) of older adults aged ≥65 years from the 2005, 2008, 2011, and 2014 waves. The 39-item accumulation of frailty index (FI) was used to assess the frailty status of the participants. The FI was categorized into three groups as follows: robust (FI ≤ 0.10), prefrail (FI > 0.10 to <0.25), and frail (FI ≥ 0.25). Generalized linear mixed models (GLMMs) were conducted to explore the associations between frailty and ambient temperature in winter. A generalized estimating equation (GEE) modification was applied in the sensitivity analysis. A total of 9421 participants were included with a mean age of 82.81 (SD: 11.32) years. Compared with respondents living in the highest quartile (≥7.5 °C) of average temperature in January, those in the lowest quartile (<−1.9 °C) had higher odds of prefrailty (OR = 1.35, 95% CI 1.17−1.57) and frailty (OR = 1.61, 95%CI 1.32−1.95). The associations were stronger among the low-education groups, agricultural workers before retirement, and non-current exercisers. Additionally, results from the GEE model reported consistent findings. Lower levels of ambient temperature in winter were associated with higher likelihoods of prefrailty and frailty. The findings on vulnerability characteristics could help improve public health practices to tailor cold temperature health education and warning information.
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