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Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013
BACKGROUND: The relationship between temperature and mortality has been found to be U-, V-, or J-shaped in developed temperate countries; however, in developing tropical/subtropical cities, it remains unclear. OBJECTIVES: Our goal was to investigate the relationship between temperature and mortality...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Co-Action Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4716554/ https://www.ncbi.nlm.nih.gov/pubmed/26781954 http://dx.doi.org/10.3402/gha.v9.28738 |
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author | Dang, Tran Ngoc Seposo, Xerxes T. Duc, Nguyen Huu Chau Thang, Tran Binh An, Do Dang Hang, Lai Thi Minh Long, Tran Thanh Loan, Bui Thi Hong Honda, Yasushi |
author_facet | Dang, Tran Ngoc Seposo, Xerxes T. Duc, Nguyen Huu Chau Thang, Tran Binh An, Do Dang Hang, Lai Thi Minh Long, Tran Thanh Loan, Bui Thi Hong Honda, Yasushi |
author_sort | Dang, Tran Ngoc |
collection | PubMed |
description | BACKGROUND: The relationship between temperature and mortality has been found to be U-, V-, or J-shaped in developed temperate countries; however, in developing tropical/subtropical cities, it remains unclear. OBJECTIVES: Our goal was to investigate the relationship between temperature and mortality in Hue, a subtropical city in Viet Nam. DESIGN: We collected daily mortality data from the Vietnamese A6 mortality reporting system for 6,214 deceased persons between 2009 and 2013. A distributed lag non-linear model was used to examine the temperature effects on all-cause and cause-specific mortality by assuming negative binomial distribution for count data. We developed an objective-oriented model selection with four steps following the Akaike information criterion (AIC) rule (i.e. a smaller AIC value indicates a better model). RESULTS: High temperature-related mortality was more strongly associated with short lags, whereas low temperature-related mortality was more strongly associated with long lags. The low temperatures increased risk in all-category mortality compared to high temperatures. We observed elevated temperature-mortality risk in vulnerable groups: elderly people (high temperature effect, relative risk [RR]=1.42, 95% confidence interval [CI]=1.11–1.83; low temperature effect, RR=2.0, 95% CI=1.13–3.52), females (low temperature effect, RR=2.19, 95% CI=1.14–4.21), people with respiratory disease (high temperature effect, RR=2.45, 95% CI=0.91–6.63), and those with cardiovascular disease (high temperature effect, RR=1.6, 95% CI=1.15–2.22; low temperature effect, RR=1.99, 95% CI=0.92–4.28). CONCLUSIONS: In Hue, the temperature significantly increased the risk of mortality, especially in vulnerable groups (i.e. elderly, female, people with respiratory and cardiovascular diseases). These findings may provide a foundation for developing adequate policies to address the effects of temperature on health in Hue City. |
format | Online Article Text |
id | pubmed-4716554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Co-Action Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-47165542016-02-10 Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 Dang, Tran Ngoc Seposo, Xerxes T. Duc, Nguyen Huu Chau Thang, Tran Binh An, Do Dang Hang, Lai Thi Minh Long, Tran Thanh Loan, Bui Thi Hong Honda, Yasushi Glob Health Action Original Article BACKGROUND: The relationship between temperature and mortality has been found to be U-, V-, or J-shaped in developed temperate countries; however, in developing tropical/subtropical cities, it remains unclear. OBJECTIVES: Our goal was to investigate the relationship between temperature and mortality in Hue, a subtropical city in Viet Nam. DESIGN: We collected daily mortality data from the Vietnamese A6 mortality reporting system for 6,214 deceased persons between 2009 and 2013. A distributed lag non-linear model was used to examine the temperature effects on all-cause and cause-specific mortality by assuming negative binomial distribution for count data. We developed an objective-oriented model selection with four steps following the Akaike information criterion (AIC) rule (i.e. a smaller AIC value indicates a better model). RESULTS: High temperature-related mortality was more strongly associated with short lags, whereas low temperature-related mortality was more strongly associated with long lags. The low temperatures increased risk in all-category mortality compared to high temperatures. We observed elevated temperature-mortality risk in vulnerable groups: elderly people (high temperature effect, relative risk [RR]=1.42, 95% confidence interval [CI]=1.11–1.83; low temperature effect, RR=2.0, 95% CI=1.13–3.52), females (low temperature effect, RR=2.19, 95% CI=1.14–4.21), people with respiratory disease (high temperature effect, RR=2.45, 95% CI=0.91–6.63), and those with cardiovascular disease (high temperature effect, RR=1.6, 95% CI=1.15–2.22; low temperature effect, RR=1.99, 95% CI=0.92–4.28). CONCLUSIONS: In Hue, the temperature significantly increased the risk of mortality, especially in vulnerable groups (i.e. elderly, female, people with respiratory and cardiovascular diseases). These findings may provide a foundation for developing adequate policies to address the effects of temperature on health in Hue City. Co-Action Publishing 2016-01-13 /pmc/articles/PMC4716554/ /pubmed/26781954 http://dx.doi.org/10.3402/gha.v9.28738 Text en © 2016 Tran Ngoc Dang et al. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License, allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material for any purpose, even commercially, provided the original work is properly cited and states its license. |
spellingShingle | Original Article Dang, Tran Ngoc Seposo, Xerxes T. Duc, Nguyen Huu Chau Thang, Tran Binh An, Do Dang Hang, Lai Thi Minh Long, Tran Thanh Loan, Bui Thi Hong Honda, Yasushi Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title | Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title_full | Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title_fullStr | Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title_full_unstemmed | Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title_short | Characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in Hue, Viet Nam, 2009–2013 |
title_sort | characterizing the relationship between temperature and mortality in tropical and subtropical cities: a distributed lag non-linear model analysis in hue, viet nam, 2009–2013 |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4716554/ https://www.ncbi.nlm.nih.gov/pubmed/26781954 http://dx.doi.org/10.3402/gha.v9.28738 |
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