The Joint Associations of Ambient Air Pollutants and Weather Factors with Mortality: Evidence from a National Time-Stratified Case-Crossover Study in China

29 Pages Posted: 7 Aug 2023

See all articles by Qijiong Zhu

Qijiong Zhu

Jinan University

Min Yu

Zhejiang Provincial Center for Disease Control and Prevention - Department of Non-Communicable Disease Control and Prevention

Guoxia Bai

Tibet Center for Disease Control and Prevention - Institute of Non-communicable Diseases Prevention and Control

Chunliang Zhou

Hunan Provincial Center for Disease Control and Prevention

Ruilin Meng

Guangdong Provincial Center for Disease Control and Prevention

Biao Huang

Jilin Provincial Center for Disease Control and Prevention - Health Hazard Factors Control Department

Weiwei Gong

Zhejiang Provincial Center for Disease Control and Prevention

Haoming Zhang

Yunnan Center for Diseases Control and Prevention

Ruying Hu

Zhejiang Provincial Center for Disease Control and Prevention - Department of Non-Communicable Disease Control and Prevention

Zhulin Hou

Jilin Provincial Center for Disease Control and Prevention - Health Hazard Factors Control Department

Yize Xiao

Yunnan Center for Diseases Control and Prevention

Donghui Jin

Hunan Provincial Center for Disease Control and Prevention

Mingfang Qin

Yunnan Center for Diseases Control and Prevention

Jianxiong Hu

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health

Jianpeng Xiao

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health

Guanhao He

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health

Lifeng Lin

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health

Xiao-feng Liang

Jinan Centre for Disease Control and Prevention

Yan-fang Guo

Bao'an District Hospital for Chronic Diseases Prevention and Cure

Tao Liu

Jinan University - Department of Public Health and Preventive Medicine

Wenjun Ma

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health

Multiple version iconThere are 2 versions of this paper

Abstract

Background: People in daily life are usually exposed to multiple environmental factors, but few studies have evaluated the joint health impacts of both ambient air pollutants and weather factors.

Methods: We collected individual information of 6,685,146 deaths across China, and estimated the joint associations of air pollutants (PM2.5, O3, NO2, SO2, and CO) and weather factors (temperature and relative humidity) with mortality, using a time-stratified case-crossover study.

Results: The PAF of overall mortality attributed to air pollutants and weather factors was 16.65%, in which the joint PAFs attributable to air pollutants and weather factors were 5.31% and 11.34%, respectively. Stratified analyses showed greater PAFs in females and in the elderly. The PAFs of mortality from cardiovascular diseases, respiratory diseases, and pneumonia were 22.72%, 24.82%, and 33.03%, respectively.

Conclusion: This study provides the joint associations of short-term exposures to both air pollutants and weather factors with mortality risk in China.

Note:
Funding declaration: This work was supported by the National Key Research and Development Program of China (2018YFA0606200), National Natural Science Foundation of China (81874276, 42075173, 42175181), Natural Science Foundation of Guangdong, China (2019A1515011264), and the Science and Technology Program of Guangzhou (201607010004).

Conflict of Interests: We declare no competing interests

Keywords: Environmental exposures, Air Pollution, temperature, Joint association, Mortality burden

Suggested Citation

Zhu, Qijiong and Yu, Min and Bai, Guoxia and Zhou, Chunliang and Meng, Ruilin and Huang, Biao and Gong, Weiwei and Zhang, Haoming and Hu, Ruying and Hou, Zhulin and Xiao, Yize and Jin, Donghui and Qin, Mingfang and Hu, Jianxiong and Xiao, Jianpeng and He, Guanhao and Lin, Lifeng and Liang, Xiao-feng and Guo, Yan-fang and Liu, Tao and Ma, Wenjun, The Joint Associations of Ambient Air Pollutants and Weather Factors with Mortality: Evidence from a National Time-Stratified Case-Crossover Study in China. Available at SSRN: https://ssrn.com/abstract=4528342 or http://dx.doi.org/10.2139/ssrn.4528342

Qijiong Zhu

Jinan University ( email )

Min Yu

Zhejiang Provincial Center for Disease Control and Prevention - Department of Non-Communicable Disease Control and Prevention ( email )

Hangzhou
China

Guoxia Bai

Tibet Center for Disease Control and Prevention - Institute of Non-communicable Diseases Prevention and Control ( email )

Chunliang Zhou

Hunan Provincial Center for Disease Control and Prevention ( email )

Ruilin Meng

Guangdong Provincial Center for Disease Control and Prevention ( email )

Guangzhou
China

Biao Huang

Jilin Provincial Center for Disease Control and Prevention - Health Hazard Factors Control Department ( email )

Weiwei Gong

Zhejiang Provincial Center for Disease Control and Prevention

Binjiang
Hangzhou, Zhejiang 310051
China

Haoming Zhang

Yunnan Center for Diseases Control and Prevention ( email )

Ruying Hu

Zhejiang Provincial Center for Disease Control and Prevention - Department of Non-Communicable Disease Control and Prevention ( email )

Hangzhou
China

Zhulin Hou

Jilin Provincial Center for Disease Control and Prevention - Health Hazard Factors Control Department ( email )

Yize Xiao

Yunnan Center for Diseases Control and Prevention ( email )

Donghui Jin

Hunan Provincial Center for Disease Control and Prevention ( email )

Mingfang Qin

Yunnan Center for Diseases Control and Prevention ( email )

Jianxiong Hu

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health ( email )

China

Jianpeng Xiao

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health ( email )

China

Guanhao He

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health ( email )

China

Lifeng Lin

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health ( email )

Xiao-feng Liang

Jinan Centre for Disease Control and Prevention ( email )

Yan-fang Guo

Bao'an District Hospital for Chronic Diseases Prevention and Cure

China

Tao Liu (Contact Author)

Jinan University - Department of Public Health and Preventive Medicine ( email )

Wenjun Ma

Guangdong Provincial Center for Disease Control and Prevention - Guangdong Provincial Institute of Public Health ( email )

China

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