{"title":"Association Between Extreme Climate Exposures and Bodily Pain: Evidence from the Chinese Health and Retirement Longitudinal Study.","authors":"Shilong Zhang, Yaoyang Ban, Feng Su","doi":"10.1007/s44197-026-00586-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and aims: </strong>Extreme climate events may be associated with increased bodily pain, particularly among aging populations. However, individual-level evidence linking specific climate exposures to pain outcomes remains limited. This study examined the association between extreme climate exposure and pain in different body regions among middle-aged and older Chinese adults.</p><p><strong>Methods: </strong>This study used data from the Chinese Health and Retirement Longitudinal Study (CHARLS, 2011-2020), which included 65,693 person-wave observations. Pain outcomes across the 15 body regions were self-reported. Climate exposure indices (extreme temperature, rainfall, drought, and the composite Climate Physical Risk Index [CPRI]) were derived from city-level meteorological data. Generalized additive mixed models were used to assess associations, adjusting for demographics, lifestyle, health status, cognitive function, frailty, and chronic disease.</p><p><strong>Results: </strong>The composite CPRI was significantly associated with higher likelihood of reporting pain across most body regions (e.g., most severe neck pain, β = 0.0121). Extreme low temperatures and rainfall were significantly associated with pain in the knee, chest, and stomach. Vulnerability was significantly increased among rural residents, older adults (≥ 65 years), women, and those reporting poorer health or greater frailty. These findings remained robust in the sensitivity analyses.</p><p><strong>Conclusions: </strong>Exposure to extreme climatic conditions is significantly associated with higher likelihood of reporting pain across multiple body regions among middle-aged and older Chinese adults. These associations are primarily immediate, suggesting that timely public health strategies might be beneficial in mitigating potential climate-related discomfort during extreme weather events. Increased vulnerability among older adults, women, rural populations, and frail individuals also highlights the need for targeted intervention strategies to mitigate climate-related health risks.</p>","PeriodicalId":15796,"journal":{"name":"Journal of Epidemiology and Global Health","volume":" ","pages":""},"PeriodicalIF":4.0000,"publicationDate":"2026-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13350593/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Epidemiology and Global Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s44197-026-00586-z","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Background and aims: Extreme climate events may be associated with increased bodily pain, particularly among aging populations. However, individual-level evidence linking specific climate exposures to pain outcomes remains limited. This study examined the association between extreme climate exposure and pain in different body regions among middle-aged and older Chinese adults.
Methods: This study used data from the Chinese Health and Retirement Longitudinal Study (CHARLS, 2011-2020), which included 65,693 person-wave observations. Pain outcomes across the 15 body regions were self-reported. Climate exposure indices (extreme temperature, rainfall, drought, and the composite Climate Physical Risk Index [CPRI]) were derived from city-level meteorological data. Generalized additive mixed models were used to assess associations, adjusting for demographics, lifestyle, health status, cognitive function, frailty, and chronic disease.
Results: The composite CPRI was significantly associated with higher likelihood of reporting pain across most body regions (e.g., most severe neck pain, β = 0.0121). Extreme low temperatures and rainfall were significantly associated with pain in the knee, chest, and stomach. Vulnerability was significantly increased among rural residents, older adults (≥ 65 years), women, and those reporting poorer health or greater frailty. These findings remained robust in the sensitivity analyses.
Conclusions: Exposure to extreme climatic conditions is significantly associated with higher likelihood of reporting pain across multiple body regions among middle-aged and older Chinese adults. These associations are primarily immediate, suggesting that timely public health strategies might be beneficial in mitigating potential climate-related discomfort during extreme weather events. Increased vulnerability among older adults, women, rural populations, and frail individuals also highlights the need for targeted intervention strategies to mitigate climate-related health risks.
期刊介绍:
The Journal of Epidemiology and Global Health is an esteemed international publication, offering a platform for peer-reviewed articles that drive advancements in global epidemiology and international health. Our mission is to shape global health policy by showcasing cutting-edge scholarship and innovative strategies.