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Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations
This study characterized associations between annually scaled thermal indices and annual heat stress illness (HSI) morbidity outcomes, including heat stroke and heat exhaustion, among active-duty soldiers at ten Continental U.S. (CONUS) Army installations from 1991 to 2018. We fit negative binomial...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9683623/ https://www.ncbi.nlm.nih.gov/pubmed/36417342 http://dx.doi.org/10.1371/journal.pone.0263803 |
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author | Lewandowski, Stephen A. Kioumourtzoglou, Marianthi-Anna Shaman, Jeffrey L. |
author_facet | Lewandowski, Stephen A. Kioumourtzoglou, Marianthi-Anna Shaman, Jeffrey L. |
author_sort | Lewandowski, Stephen A. |
collection | PubMed |
description | This study characterized associations between annually scaled thermal indices and annual heat stress illness (HSI) morbidity outcomes, including heat stroke and heat exhaustion, among active-duty soldiers at ten Continental U.S. (CONUS) Army installations from 1991 to 2018. We fit negative binomial models for 3 types of HSI morbidity outcomes and annual indices for temperature, heat index, and wet-bulb globe temperature (WBGT), adjusting for installation-level effects and long-term trends in the negative binomial regression models using block-bootstrap resampling. Ambulatory (out-patient) and reportable event HSI outcomes displayed predominately positive association patterns with the assessed annual indices of heat, whereas hospitalization associations were mostly null. For example, a one-degree Fahrenheit (°F) (or 0.55°C) increase in mean temperature between May and September was associated with a 1.16 (95% confidence interval [CI]: 1.11, 1.29) times greater rate of ambulatory encounters. The annual-scaled rate ratios and their uncertainties may be applied to climate projections for a wide range of thermal indices to estimate future military and civilian HSI burdens and impacts to medical resources. |
format | Online Article Text |
id | pubmed-9683623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-96836232022-11-24 Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations Lewandowski, Stephen A. Kioumourtzoglou, Marianthi-Anna Shaman, Jeffrey L. PLoS One Research Article This study characterized associations between annually scaled thermal indices and annual heat stress illness (HSI) morbidity outcomes, including heat stroke and heat exhaustion, among active-duty soldiers at ten Continental U.S. (CONUS) Army installations from 1991 to 2018. We fit negative binomial models for 3 types of HSI morbidity outcomes and annual indices for temperature, heat index, and wet-bulb globe temperature (WBGT), adjusting for installation-level effects and long-term trends in the negative binomial regression models using block-bootstrap resampling. Ambulatory (out-patient) and reportable event HSI outcomes displayed predominately positive association patterns with the assessed annual indices of heat, whereas hospitalization associations were mostly null. For example, a one-degree Fahrenheit (°F) (or 0.55°C) increase in mean temperature between May and September was associated with a 1.16 (95% confidence interval [CI]: 1.11, 1.29) times greater rate of ambulatory encounters. The annual-scaled rate ratios and their uncertainties may be applied to climate projections for a wide range of thermal indices to estimate future military and civilian HSI burdens and impacts to medical resources. Public Library of Science 2022-11-23 /pmc/articles/PMC9683623/ /pubmed/36417342 http://dx.doi.org/10.1371/journal.pone.0263803 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Lewandowski, Stephen A. Kioumourtzoglou, Marianthi-Anna Shaman, Jeffrey L. Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title | Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title_full | Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title_fullStr | Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title_full_unstemmed | Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title_short | Heat stress illness outcomes and annual indices of outdoor heat at U.S. Army installations |
title_sort | heat stress illness outcomes and annual indices of outdoor heat at u.s. army installations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9683623/ https://www.ncbi.nlm.nih.gov/pubmed/36417342 http://dx.doi.org/10.1371/journal.pone.0263803 |
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