This study worked to investigate the effect of household polluting fuel use (HPFU), as an indicator of household air pollution exposure, on frailty among older adults in rural China. Additionally, this study aimed to examine the moderating effect of healthy lifestyle behaviors on the aforementioned association. This study employed cross-sectional data from the 2018 Chinese Longitudinal Healthy Longevity Survey, which conducted nationally representative sampling of older adults from 23 provinces in mainland China. The frailty index was calculated using 38 baseline variables that assessed health deficits through questionnaire surveys and health examinations. A total of 4535 older adults aged 65 years and above were included in our study, among whom, 1780 reported using polluting fuels as their primary household cooking fuel. The results of regression analyses and multiple robustness checks indicated a significant increase in the frailty index due to HPFU. This environmental health threat was more profound among women, illiterate individuals, and low-economic-status groups. Moreover, healthy dietary and social activities had significant moderating effects on the association between HPFU and frailty. HPFU can be regarded as a risk factor for frailty among older adults in rural China, with its effects exhibiting socio-economic disparities. The adoption of healthy lifestyle behaviors can alleviate the frailty associated with HPFU. Our findings underscore the significance of using clean fuels and improving household air quality for healthy aging in rural China.
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Zhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R ChinaZhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R China
Cui, Yanyin
Bao, Hongrui
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Changchun Univ Chinese Med, Sch Hlth management, Changchun, Peoples R ChinaZhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R China
Bao, Hongrui
Xia, Fang
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Changchun Univ Chinese Med, Sch Hlth management, Changchun, Peoples R ChinaZhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R China
Xia, Fang
Zhang, Liya
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Changchun Univ Chinese Med, Sch Hlth management, Changchun, Peoples R ChinaZhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R China
Zhang, Liya
Ren, Jie
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Changchun Univ Chinese Med, Sch Hlth management, Changchun, Peoples R ChinaZhejiang Chinese Med Univ, Sch Humanities & Management, Hangzhou, Peoples R China
机构:
Chinese Acad Med Sci, Fu Wai Hosp, Beijing, Peoples R China
Chinese Acad Med Sci, Cardiovasc Inst, Beijing, Peoples R ChinaMcGill Univ, Sch Populat & Global Hlth, Montreal, PQ H3K 2E6, Canada
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Chinese Univ Hong Kong, Hong Kong Inst Diabet & Obes, Hong Kong, Peoples R ChinaLanzhou Univ, Sch Publ Hlth, Inst Occupat Hlth & Environm Hlth, Lanzhou 730000, Gansu, Peoples R China
Yang, Aimin
Zhang, Kai
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Univ Albany State Univ New York, Sch Publ Hlth, Dept Environm Hlth Sci, One Univ Pl, Rensselaer, NY 12144 USALanzhou Univ, Sch Publ Hlth, Inst Occupat Hlth & Environm Hlth, Lanzhou 730000, Gansu, Peoples R China
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Song, Quhong
Dai, Miao
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Jiujiang First Peoples Hosp, Dept Geriatr, Jiujiang, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Dai, Miao
Lin, Taiping
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Lin, Taiping
Zhao, Yanli
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Zhao, Yanli
Peng, Xuchao
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Peng, Xuchao
Liang, Rui
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Liang, Rui
Su, Qiaoli
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Sichuan Univ, West China Hosp, Dept Gen Practice, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Su, Qiaoli
Yue, Jirong
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Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China
Sichuan Univ, West China Hosp, Natl Clin Res Ctr Geriatr, Chengdu, Peoples R ChinaSichuan Univ, West China Hosp, Dept Geriatr, Chengdu, Peoples R China