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Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil

IMPORTANCE: The onset of the hot season is known to be adversely associated with a range of health outcomes. However, little is known about whether the association is constant over the course of the hot season. OBJECTIVE: To quantify the change in the association between heat exposure and hospitaliz...

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Autores principales: Zhao, Qi, Li, Shanshan, Coelho, Micheline S. Z. S., Saldiva, Paulo H. N., Hu, Kejia, Abramson, Michael J., Huxley, Rachel R., Guo, Yuming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484586/
https://www.ncbi.nlm.nih.gov/pubmed/30735233
http://dx.doi.org/10.1001/jamanetworkopen.2018.7901
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author Zhao, Qi
Li, Shanshan
Coelho, Micheline S. Z. S.
Saldiva, Paulo H. N.
Hu, Kejia
Abramson, Michael J.
Huxley, Rachel R.
Guo, Yuming
author_facet Zhao, Qi
Li, Shanshan
Coelho, Micheline S. Z. S.
Saldiva, Paulo H. N.
Hu, Kejia
Abramson, Michael J.
Huxley, Rachel R.
Guo, Yuming
author_sort Zhao, Qi
collection PubMed
description IMPORTANCE: The onset of the hot season is known to be adversely associated with a range of health outcomes. However, little is known about whether the association is constant over the course of the hot season. OBJECTIVE: To quantify the change in the association between heat exposure and hospitalization from the early to late hot season in the Brazilian population. DESIGN, SETTING, AND PARTICIPANTS: This time-stratified case-crossover study used daily data on hospitalization and weather conditions during the 2000 to 2015 hot seasons in 1814 Brazilian cities. There were 49 145 997 admissions during the study period. Data analysis was conducted between May 12, 2018, and July 2, 2018. EXPOSURES: Increase in daily mean temperature. MAIN OUTCOMES AND MEASURES: Daily hospitalizations were recorded. Conditional quasi-Poisson regression with time-varying constrained distributed lag model was used to examine the city-specific association between heat and hospitalization in the early or late hot season. City-specific estimates were then pooled at the national level using random-effect meta-analysis. Stratified analyses were conducted by 5 regions, sex, 10 age groups, and 7 cause-specific categories. RESULTS: Of the 49 145 997 admissions (59% women), the median (interquartile range) age was 33.3 (19.8-55.7) years. At the national level, the risk of hospitalization increased by 4.6% (95% CI, 4.3%-4.9%) and 2.3% (95% CI, 1.9%-2.6%) for every 5°C increase in daily mean temperature in the early and late hot season, respectively. Exposure to early heat was associated with greater risk of hospitalization for residents in the northeast (6.4%; 95% CI, 5.5%-7.3%) and central west (7.1%; 95% CI, 6.1%-8.2%) compared with other regions. Children aged 0 to 9 years and elderly individuals (aged ≥80 years) were most susceptible. Admissions due to endocrine, nutritional, and metabolic diseases were most strongly associated with heat exposure. There was an attenuation in the heat-associated risk of hospitalization from the early to late hot season for all subgroups except young children and patients with hospitalization caused by respiratory illness. CONCLUSIONS AND RELEVANCE: In this study, the association between heat exposure and hospitalization attenuated temporally for most of the Brazilian population. Preventive strategies to mitigate the association of high temperature with population health should focus in particular on the first few days of heat exposure.
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spelling pubmed-64845862019-05-21 Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil Zhao, Qi Li, Shanshan Coelho, Micheline S. Z. S. Saldiva, Paulo H. N. Hu, Kejia Abramson, Michael J. Huxley, Rachel R. Guo, Yuming JAMA Netw Open Original Investigation IMPORTANCE: The onset of the hot season is known to be adversely associated with a range of health outcomes. However, little is known about whether the association is constant over the course of the hot season. OBJECTIVE: To quantify the change in the association between heat exposure and hospitalization from the early to late hot season in the Brazilian population. DESIGN, SETTING, AND PARTICIPANTS: This time-stratified case-crossover study used daily data on hospitalization and weather conditions during the 2000 to 2015 hot seasons in 1814 Brazilian cities. There were 49 145 997 admissions during the study period. Data analysis was conducted between May 12, 2018, and July 2, 2018. EXPOSURES: Increase in daily mean temperature. MAIN OUTCOMES AND MEASURES: Daily hospitalizations were recorded. Conditional quasi-Poisson regression with time-varying constrained distributed lag model was used to examine the city-specific association between heat and hospitalization in the early or late hot season. City-specific estimates were then pooled at the national level using random-effect meta-analysis. Stratified analyses were conducted by 5 regions, sex, 10 age groups, and 7 cause-specific categories. RESULTS: Of the 49 145 997 admissions (59% women), the median (interquartile range) age was 33.3 (19.8-55.7) years. At the national level, the risk of hospitalization increased by 4.6% (95% CI, 4.3%-4.9%) and 2.3% (95% CI, 1.9%-2.6%) for every 5°C increase in daily mean temperature in the early and late hot season, respectively. Exposure to early heat was associated with greater risk of hospitalization for residents in the northeast (6.4%; 95% CI, 5.5%-7.3%) and central west (7.1%; 95% CI, 6.1%-8.2%) compared with other regions. Children aged 0 to 9 years and elderly individuals (aged ≥80 years) were most susceptible. Admissions due to endocrine, nutritional, and metabolic diseases were most strongly associated with heat exposure. There was an attenuation in the heat-associated risk of hospitalization from the early to late hot season for all subgroups except young children and patients with hospitalization caused by respiratory illness. CONCLUSIONS AND RELEVANCE: In this study, the association between heat exposure and hospitalization attenuated temporally for most of the Brazilian population. Preventive strategies to mitigate the association of high temperature with population health should focus in particular on the first few days of heat exposure. American Medical Association 2019-02-08 /pmc/articles/PMC6484586/ /pubmed/30735233 http://dx.doi.org/10.1001/jamanetworkopen.2018.7901 Text en Copyright 2019 Zhao Q et al. JAMA Network Open. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Zhao, Qi
Li, Shanshan
Coelho, Micheline S. Z. S.
Saldiva, Paulo H. N.
Hu, Kejia
Abramson, Michael J.
Huxley, Rachel R.
Guo, Yuming
Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title_full Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title_fullStr Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title_full_unstemmed Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title_short Assessment of Intraseasonal Variation in Hospitalization Associated With Heat Exposure in Brazil
title_sort assessment of intraseasonal variation in hospitalization associated with heat exposure in brazil
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484586/
https://www.ncbi.nlm.nih.gov/pubmed/30735233
http://dx.doi.org/10.1001/jamanetworkopen.2018.7901
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