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The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study

BACKGROUND: There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature. OBJECTIVES: We aimed to clarify the potenti...

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Autores principales: Armstrong, Ben, Sera, Francesco, Vicedo-Cabrera, Ana Maria, Abrutzky, Rosana, Åström, Daniel Oudin, Bell, Michelle L., Chen, Bing-Yu, de Sousa Zanotti Stagliorio Coelho, Micheline, Correa, Patricia Matus, Dang, Tran Ngoc, Diaz, Magali Hurtado, Dung, Do Van, Forsberg, Bertil, Goodman, Patrick, Guo, Yue-Liang Leon, Guo, Yuming, Hashizume, Masahiro, Honda, Yasushi, Indermitte, Ene, Íñiguez, Carmen, Kan, Haidong, Kim, Ho, Kyselý, Jan, Lavigne, Eric, Michelozzi, Paola, Orru, Hans, Ortega, Nicolás Valdés, Pascal, Mathilde, Ragettli, Martina S., Saldiva, Paulo Hilario Nascimento, Schwartz, Joel, Scortichini, Matteo, Seposo, Xerxes, Tobias, Aurelio, Tong, Shilu, Urban, Aleš, De la Cruz Valencia, César, Zanobetti, Antonella, Zeka, Ariana, Gasparrini, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Environmental Health Perspectives 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6792461/
https://www.ncbi.nlm.nih.gov/pubmed/31553655
http://dx.doi.org/10.1289/EHP5430
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author Armstrong, Ben
Sera, Francesco
Vicedo-Cabrera, Ana Maria
Abrutzky, Rosana
Åström, Daniel Oudin
Bell, Michelle L.
Chen, Bing-Yu
de Sousa Zanotti Stagliorio Coelho, Micheline
Correa, Patricia Matus
Dang, Tran Ngoc
Diaz, Magali Hurtado
Dung, Do Van
Forsberg, Bertil
Goodman, Patrick
Guo, Yue-Liang Leon
Guo, Yuming
Hashizume, Masahiro
Honda, Yasushi
Indermitte, Ene
Íñiguez, Carmen
Kan, Haidong
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Michelozzi, Paola
Orru, Hans
Ortega, Nicolás Valdés
Pascal, Mathilde
Ragettli, Martina S.
Saldiva, Paulo Hilario Nascimento
Schwartz, Joel
Scortichini, Matteo
Seposo, Xerxes
Tobias, Aurelio
Tong, Shilu
Urban, Aleš
De la Cruz Valencia, César
Zanobetti, Antonella
Zeka, Ariana
Gasparrini, Antonio
author_facet Armstrong, Ben
Sera, Francesco
Vicedo-Cabrera, Ana Maria
Abrutzky, Rosana
Åström, Daniel Oudin
Bell, Michelle L.
Chen, Bing-Yu
de Sousa Zanotti Stagliorio Coelho, Micheline
Correa, Patricia Matus
Dang, Tran Ngoc
Diaz, Magali Hurtado
Dung, Do Van
Forsberg, Bertil
Goodman, Patrick
Guo, Yue-Liang Leon
Guo, Yuming
Hashizume, Masahiro
Honda, Yasushi
Indermitte, Ene
Íñiguez, Carmen
Kan, Haidong
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Michelozzi, Paola
Orru, Hans
Ortega, Nicolás Valdés
Pascal, Mathilde
Ragettli, Martina S.
Saldiva, Paulo Hilario Nascimento
Schwartz, Joel
Scortichini, Matteo
Seposo, Xerxes
Tobias, Aurelio
Tong, Shilu
Urban, Aleš
De la Cruz Valencia, César
Zanobetti, Antonella
Zeka, Ariana
Gasparrini, Antonio
author_sort Armstrong, Ben
collection PubMed
description BACKGROUND: There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature. OBJECTIVES: We aimed to clarify the potential contribution of humidity an addition to temperature in predicting daily mortality in summer by using a large multicountry dataset. METHODS: In 445 cities in 24 countries, we fit a time-series regression model for summer mortality with a distributed lag nonlinear model (DLNM) for temperature (up to lag 3) and supplemented this with a range of terms for relative humidity (RH) and its interaction with temperature. City-specific associations were summarized using meta-analytic techniques. RESULTS: Adding a linear term for RH to the temperature term improved fit slightly, with an increase of 23% in RH (the 99th percentile anomaly) associated with a 1.1% [95% confidence interval (CI): 0.8, 1.3] decrease in mortality. Allowing curvature in the RH term or adding terms for interaction of RH with temperature did not improve the model fit. The humidity-related decreased risk was made up of a positive coefficient at lag 0 outweighed by negative coefficients at lags of 1–3 d. Key results were broadly robust to small model changes and replacing RH with absolute measures of humidity. Replacing temperature with apparent temperature, a metric combining humidity and temperature, reduced goodness of fit slightly. DISCUSSION: The absence of a positive association of humidity with mortality in summer in this large multinational study is counter to expectations from physiologic studies, though consistent with previous epidemiologic studies finding little evidence for improved prediction by heat indices. The result that there was a small negative average association of humidity with mortality should be interpreted cautiously; the lag structure has unclear interpretation and suggests the need for future work to clarify. https://doi.org/10.1289/EHP5430
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spelling pubmed-67924612019-11-06 The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study Armstrong, Ben Sera, Francesco Vicedo-Cabrera, Ana Maria Abrutzky, Rosana Åström, Daniel Oudin Bell, Michelle L. Chen, Bing-Yu de Sousa Zanotti Stagliorio Coelho, Micheline Correa, Patricia Matus Dang, Tran Ngoc Diaz, Magali Hurtado Dung, Do Van Forsberg, Bertil Goodman, Patrick Guo, Yue-Liang Leon Guo, Yuming Hashizume, Masahiro Honda, Yasushi Indermitte, Ene Íñiguez, Carmen Kan, Haidong Kim, Ho Kyselý, Jan Lavigne, Eric Michelozzi, Paola Orru, Hans Ortega, Nicolás Valdés Pascal, Mathilde Ragettli, Martina S. Saldiva, Paulo Hilario Nascimento Schwartz, Joel Scortichini, Matteo Seposo, Xerxes Tobias, Aurelio Tong, Shilu Urban, Aleš De la Cruz Valencia, César Zanobetti, Antonella Zeka, Ariana Gasparrini, Antonio Environ Health Perspect Research BACKGROUND: There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature. OBJECTIVES: We aimed to clarify the potential contribution of humidity an addition to temperature in predicting daily mortality in summer by using a large multicountry dataset. METHODS: In 445 cities in 24 countries, we fit a time-series regression model for summer mortality with a distributed lag nonlinear model (DLNM) for temperature (up to lag 3) and supplemented this with a range of terms for relative humidity (RH) and its interaction with temperature. City-specific associations were summarized using meta-analytic techniques. RESULTS: Adding a linear term for RH to the temperature term improved fit slightly, with an increase of 23% in RH (the 99th percentile anomaly) associated with a 1.1% [95% confidence interval (CI): 0.8, 1.3] decrease in mortality. Allowing curvature in the RH term or adding terms for interaction of RH with temperature did not improve the model fit. The humidity-related decreased risk was made up of a positive coefficient at lag 0 outweighed by negative coefficients at lags of 1–3 d. Key results were broadly robust to small model changes and replacing RH with absolute measures of humidity. Replacing temperature with apparent temperature, a metric combining humidity and temperature, reduced goodness of fit slightly. DISCUSSION: The absence of a positive association of humidity with mortality in summer in this large multinational study is counter to expectations from physiologic studies, though consistent with previous epidemiologic studies finding little evidence for improved prediction by heat indices. The result that there was a small negative average association of humidity with mortality should be interpreted cautiously; the lag structure has unclear interpretation and suggests the need for future work to clarify. https://doi.org/10.1289/EHP5430 Environmental Health Perspectives 2019-09-25 /pmc/articles/PMC6792461/ /pubmed/31553655 http://dx.doi.org/10.1289/EHP5430 Text en EHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted.
spellingShingle Research
Armstrong, Ben
Sera, Francesco
Vicedo-Cabrera, Ana Maria
Abrutzky, Rosana
Åström, Daniel Oudin
Bell, Michelle L.
Chen, Bing-Yu
de Sousa Zanotti Stagliorio Coelho, Micheline
Correa, Patricia Matus
Dang, Tran Ngoc
Diaz, Magali Hurtado
Dung, Do Van
Forsberg, Bertil
Goodman, Patrick
Guo, Yue-Liang Leon
Guo, Yuming
Hashizume, Masahiro
Honda, Yasushi
Indermitte, Ene
Íñiguez, Carmen
Kan, Haidong
Kim, Ho
Kyselý, Jan
Lavigne, Eric
Michelozzi, Paola
Orru, Hans
Ortega, Nicolás Valdés
Pascal, Mathilde
Ragettli, Martina S.
Saldiva, Paulo Hilario Nascimento
Schwartz, Joel
Scortichini, Matteo
Seposo, Xerxes
Tobias, Aurelio
Tong, Shilu
Urban, Aleš
De la Cruz Valencia, César
Zanobetti, Antonella
Zeka, Ariana
Gasparrini, Antonio
The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title_full The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title_fullStr The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title_full_unstemmed The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title_short The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study
title_sort role of humidity in associations of high temperature with mortality: a multicountry, multicity study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6792461/
https://www.ncbi.nlm.nih.gov/pubmed/31553655
http://dx.doi.org/10.1289/EHP5430
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