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Temporal Variation in Heat–Mortality Associations: A Multicountry Study
BACKGROUND: Recent investigations have reported a decline in the heat-related mortality risk during the last decades. However, these studies are frequently based on modeling approaches that do not fully characterize the complex temperature–mortality relationship, and are limited to single cities or...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Institute of Environmental Health Sciences
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4629745/ https://www.ncbi.nlm.nih.gov/pubmed/25933359 http://dx.doi.org/10.1289/ehp.1409070 |
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author | Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Kinney, Patrick L. Petkova, Elisaveta P. Lavigne, Eric Zanobetti, Antonella Schwartz, Joel D. Tobias, Aurelio Leone, Michela Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. |
author_facet | Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Kinney, Patrick L. Petkova, Elisaveta P. Lavigne, Eric Zanobetti, Antonella Schwartz, Joel D. Tobias, Aurelio Leone, Michela Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. |
author_sort | Gasparrini, Antonio |
collection | PubMed |
description | BACKGROUND: Recent investigations have reported a decline in the heat-related mortality risk during the last decades. However, these studies are frequently based on modeling approaches that do not fully characterize the complex temperature–mortality relationship, and are limited to single cities or countries. OBJECTIVES: We assessed the temporal variation in heat–mortality associations in a multi-country data set using flexible modelling techniques. METHODS: We collected data for 272 locations in Australia, Canada, Japan, South Korea, Spain, the United Kingdom, and the United States, with a total 20,203,690 deaths occurring in summer months between 1985 and 2012. The analysis was based on two-stage time-series models. The temporal variation in heat–mortality relationships was estimated in each location with time-varying distributed lag nonlinear models, expressed through an interaction between the transformed temperature variables and time. The estimates were pooled by country through multivariate meta-analysis. RESULTS: Mortality risk due to heat appeared to decrease over time in several countries, with relative risks associated to high temperatures significantly lower in 2006 compared with 1993 in the United States, Japan, and Spain, and a nonsignificant decrease in Canada. Temporal changes are difficult to assess in Australia and South Korea due to low statistical power, and we found little evidence of variation in the United Kingdom. In the United States, the risk seems to be completely abated in 2006 for summer temperatures below their 99th percentile, but some significant excess persists for higher temperatures in all the countries. CONCLUSIONS: We estimated a statistically significant decrease in the relative risk for heat-related mortality in 2006 compared with 1993 in the majority of countries included in the analysis. CITATION: Gasparrini A, Guo Y, Hashizume M, Kinney PL, Petkova EP, Lavigne E, Zanobetti A, Schwartz JD, Tobias A, Leone M, Tong S, Honda Y, Kim H, Armstrong BG. 2015. Temporal variation in heat–mortality associations: a multicountry study. Environ Health Perspect 123:1200–1207; http://dx.doi.org/10.1289/ehp.1409070 |
format | Online Article Text |
id | pubmed-4629745 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | National Institute of Environmental Health Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-46297452015-11-25 Temporal Variation in Heat–Mortality Associations: A Multicountry Study Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Kinney, Patrick L. Petkova, Elisaveta P. Lavigne, Eric Zanobetti, Antonella Schwartz, Joel D. Tobias, Aurelio Leone, Michela Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. Environ Health Perspect Research BACKGROUND: Recent investigations have reported a decline in the heat-related mortality risk during the last decades. However, these studies are frequently based on modeling approaches that do not fully characterize the complex temperature–mortality relationship, and are limited to single cities or countries. OBJECTIVES: We assessed the temporal variation in heat–mortality associations in a multi-country data set using flexible modelling techniques. METHODS: We collected data for 272 locations in Australia, Canada, Japan, South Korea, Spain, the United Kingdom, and the United States, with a total 20,203,690 deaths occurring in summer months between 1985 and 2012. The analysis was based on two-stage time-series models. The temporal variation in heat–mortality relationships was estimated in each location with time-varying distributed lag nonlinear models, expressed through an interaction between the transformed temperature variables and time. The estimates were pooled by country through multivariate meta-analysis. RESULTS: Mortality risk due to heat appeared to decrease over time in several countries, with relative risks associated to high temperatures significantly lower in 2006 compared with 1993 in the United States, Japan, and Spain, and a nonsignificant decrease in Canada. Temporal changes are difficult to assess in Australia and South Korea due to low statistical power, and we found little evidence of variation in the United Kingdom. In the United States, the risk seems to be completely abated in 2006 for summer temperatures below their 99th percentile, but some significant excess persists for higher temperatures in all the countries. CONCLUSIONS: We estimated a statistically significant decrease in the relative risk for heat-related mortality in 2006 compared with 1993 in the majority of countries included in the analysis. CITATION: Gasparrini A, Guo Y, Hashizume M, Kinney PL, Petkova EP, Lavigne E, Zanobetti A, Schwartz JD, Tobias A, Leone M, Tong S, Honda Y, Kim H, Armstrong BG. 2015. Temporal variation in heat–mortality associations: a multicountry study. Environ Health Perspect 123:1200–1207; http://dx.doi.org/10.1289/ehp.1409070 National Institute of Environmental Health Sciences 2015-05-01 2015-11 /pmc/articles/PMC4629745/ /pubmed/25933359 http://dx.doi.org/10.1289/ehp.1409070 Text en http://creativecommons.org/publicdomain/mark/1.0/ Publication of EHP lies in the public domain and is therefore without copyright. All text from EHP may be reprinted freely. Use of materials published in EHP should be acknowledged (for example, “Reproduced with permission from Environmental Health Perspectives”); pertinent reference information should be provided for the article from which the material was reproduced. Articles from EHP, especially the News section, may contain photographs or illustrations copyrighted by other commercial organizations or individuals that may not be used without obtaining prior approval from the holder of the copyright. |
spellingShingle | Research Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Kinney, Patrick L. Petkova, Elisaveta P. Lavigne, Eric Zanobetti, Antonella Schwartz, Joel D. Tobias, Aurelio Leone, Michela Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title | Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title_full | Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title_fullStr | Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title_full_unstemmed | Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title_short | Temporal Variation in Heat–Mortality Associations: A Multicountry Study |
title_sort | temporal variation in heat–mortality associations: a multicountry study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4629745/ https://www.ncbi.nlm.nih.gov/pubmed/25933359 http://dx.doi.org/10.1289/ehp.1409070 |
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