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DOI | 10.1073/pnas.2023078118 |
Spatial variation in the joint effect of extreme heat events and ozone on respiratory hospitalizations in California | |
Schwarz L.; Hansen K.; Alari A.; Ilango S.D.; Bernal N.; Basu R.; Gershunov A.; Benmarhnia T. | |
发表日期 | 2021 |
ISSN | 0027-8424 |
卷号 | 118期号:22 |
英文摘要 | Extreme heat and ozone are co-occurring exposures that independently and synergistically increase the risk of respiratory disease. To our knowledge, no joint warning systems consider both risks; understanding their interactive effect can warrant use of comprehensive warning systems to reduce their burden. We examined heterogeneity in joint effects (on the additive scale) between heat and ozone at small geographical scales. A within-community matched design with a Bayesian hierarchical model was applied to study this association at the zip code level. Spatially varying relative risks due to interaction (RERI) were quantified to consider joint effects. Determinants of the spatial variability of effects were assessed using a random effects metaregression to consider the role of demographic/neighborhood characteristics that are known effect modifiers. A total of 817,354 unscheduled respiratory hospitalizations occurred in California from 2004 to 2013 in the May to September period. RERIs revealed no additive interaction when considering overall joint effects. However, when considering the zip code level, certain areas observed strong joint effects. A lower median income, higher percentage of unemployed residents, and exposure to other air pollutants within a zip code drove stronger joint effects; a higher percentage of commuters who walk/bicycle, a marker for neighborhood wealth, showed decreased effects. Results indicate the importance of going beyond average measures to consider spatial variation in the health burden of these exposures and predictors of joint effects. This information can be used to inform early warning systems that consider both heat and ozone to protect populations from these deleterious effects in identified areas. © 2021 National Academy of Sciences. All rights reserved. |
英文关键词 | Extreme heat; Health; Joint effects; Ozone; Spatial analysis |
语种 | 英语 |
scopus关键词 | ozone; air pollutant; Article; California; correlational study; environmental exposure; environmental temperature; extreme hot weather; hospitalization; human; income; respiratory tract disease; risk factor; trend study; unemployment |
来源期刊 | Proceedings of the National Academy of Sciences of the United States of America |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/238545 |
作者单位 | School of Public Health, San Diego State University, San Diego, CA 92182, United States; Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San diego, CA 92093, United States; Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, NEMESIS Research Team, Paris, F75012, France; Department of Epidemiology, University of Washington, Seattle, WA 98195, United States; Center for Sustainable Development, University of Brasilia, Brasilia, 70910-900, Brazil; Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Oakland, CA 94612, United States; Scripps Institution of Oceanography, University of California San Diego, San diego, CA 92038, United States |
推荐引用方式 GB/T 7714 | Schwarz L.,Hansen K.,Alari A.,et al. Spatial variation in the joint effect of extreme heat events and ozone on respiratory hospitalizations in California[J],2021,118(22). |
APA | Schwarz L..,Hansen K..,Alari A..,Ilango S.D..,Bernal N..,...&Benmarhnia T..(2021).Spatial variation in the joint effect of extreme heat events and ozone on respiratory hospitalizations in California.Proceedings of the National Academy of Sciences of the United States of America,118(22). |
MLA | Schwarz L.,et al."Spatial variation in the joint effect of extreme heat events and ozone on respiratory hospitalizations in California".Proceedings of the National Academy of Sciences of the United States of America 118.22(2021). |
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