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Article

Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study

Department of Medical Statistic, School of Public Health, Sun Yat-sen University, Guangzhou 510275, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Int. J. Environ. Res. Public Health 2023, 20(1), 513; https://doi.org/10.3390/ijerph20010513
Submission received: 20 October 2022 / Revised: 13 December 2022 / Accepted: 23 December 2022 / Published: 28 December 2022
(This article belongs to the Special Issue Connection between Environmental Exposure and Health Effects)

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.
Keywords: ambient temperature in winter; cold; frailty; cross-sectional analysis; older adults; China ambient temperature in winter; cold; frailty; cross-sectional analysis; older adults; China

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MDPI and ACS Style

Zhou, F.; Zhou, W.; Wang, W.; Fan, C.; Chen, W.; Ling, L. Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study. Int. J. Environ. Res. Public Health 2023, 20, 513. https://doi.org/10.3390/ijerph20010513

AMA Style

Zhou F, Zhou W, Wang W, Fan C, Chen W, Ling L. Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study. International Journal of Environmental Research and Public Health. 2023; 20(1):513. https://doi.org/10.3390/ijerph20010513

Chicago/Turabian Style

Zhou, Fenfen, Wensu Zhou, Wenjuan Wang, Chaonan Fan, Wen Chen, and Li Ling. 2023. "Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study" International Journal of Environmental Research and Public Health 20, no. 1: 513. https://doi.org/10.3390/ijerph20010513

APA Style

Zhou, F., Zhou, W., Wang, W., Fan, C., Chen, W., & Ling, L. (2023). Associations between Frailty and Ambient Temperature in Winter: Findings from a Population-Based Study. International Journal of Environmental Research and Public Health, 20(1), 513. https://doi.org/10.3390/ijerph20010513

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