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Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis
Few studies have examined the variation in mortality risk associated with heat during the summer. Here, we apply flexible statistical models to investigate the issue by using a large multicountry data set. We collected daily time-series data of temperature and mortality from 305 locations in 9 count...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4887574/ https://www.ncbi.nlm.nih.gov/pubmed/27188948 http://dx.doi.org/10.1093/aje/kwv260 |
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author | Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Lavigne, Eric Tobias, Aurelio Zanobetti, Antonella Schwartz, Joel D. Leone, Michela Michelozzi, Paola Kan, Haidong Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. |
author_facet | Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Lavigne, Eric Tobias, Aurelio Zanobetti, Antonella Schwartz, Joel D. Leone, Michela Michelozzi, Paola Kan, Haidong Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. |
author_sort | Gasparrini, Antonio |
collection | PubMed |
description | Few studies have examined the variation in mortality risk associated with heat during the summer. Here, we apply flexible statistical models to investigate the issue by using a large multicountry data set. We collected daily time-series data of temperature and mortality from 305 locations in 9 countries, in the period 1985–2012. We first estimated the heat-mortality relationship in each location with time-varying distributed lag non-linear models, using a bivariate spline to model the exposure-lag-response over lag 0–10. Estimates were then pooled by country through multivariate meta-analysis. Results provide strong evidence of a reduction in risk over the season. Relative risks for the 99th percentile versus the minimum mortality temperature were in the range of 1.15–2.03 in early summer. In late summer, the excess was substantially reduced or abated, with relative risks in the range of 0.97–1.41 and indications of wider comfort ranges and higher minimum mortality temperatures. The attenuation is mainly due to shorter lag periods in late summer. In conclusion, this multicountry analysis suggests a reduction of heat-related mortality risk over the summer, which can be attributed to several factors, such as true acclimatization, adaptive behaviors, or harvesting effects. These findings may have implications on public health policies and climate change health impact projections. |
format | Online Article Text |
id | pubmed-4887574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48875742016-06-03 Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Lavigne, Eric Tobias, Aurelio Zanobetti, Antonella Schwartz, Joel D. Leone, Michela Michelozzi, Paola Kan, Haidong Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. Am J Epidemiol Original Contributions Few studies have examined the variation in mortality risk associated with heat during the summer. Here, we apply flexible statistical models to investigate the issue by using a large multicountry data set. We collected daily time-series data of temperature and mortality from 305 locations in 9 countries, in the period 1985–2012. We first estimated the heat-mortality relationship in each location with time-varying distributed lag non-linear models, using a bivariate spline to model the exposure-lag-response over lag 0–10. Estimates were then pooled by country through multivariate meta-analysis. Results provide strong evidence of a reduction in risk over the season. Relative risks for the 99th percentile versus the minimum mortality temperature were in the range of 1.15–2.03 in early summer. In late summer, the excess was substantially reduced or abated, with relative risks in the range of 0.97–1.41 and indications of wider comfort ranges and higher minimum mortality temperatures. The attenuation is mainly due to shorter lag periods in late summer. In conclusion, this multicountry analysis suggests a reduction of heat-related mortality risk over the summer, which can be attributed to several factors, such as true acclimatization, adaptive behaviors, or harvesting effects. These findings may have implications on public health policies and climate change health impact projections. Oxford University Press 2016-06-01 2016-05-02 /pmc/articles/PMC4887574/ /pubmed/27188948 http://dx.doi.org/10.1093/aje/kwv260 Text en © The Author 2016. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Contributions Gasparrini, Antonio Guo, Yuming Hashizume, Masahiro Lavigne, Eric Tobias, Aurelio Zanobetti, Antonella Schwartz, Joel D. Leone, Michela Michelozzi, Paola Kan, Haidong Tong, Shilu Honda, Yasushi Kim, Ho Armstrong, Ben G. Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title | Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title_full | Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title_fullStr | Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title_full_unstemmed | Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title_short | Changes in Susceptibility to Heat During the Summer: A Multicountry Analysis |
title_sort | changes in susceptibility to heat during the summer: a multicountry analysis |
topic | Original Contributions |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4887574/ https://www.ncbi.nlm.nih.gov/pubmed/27188948 http://dx.doi.org/10.1093/aje/kwv260 |
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