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The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018
BACKGROUND AND AIMS: As average temperatures rise and wildfire events increase in the United States, outdoor workers may be at an increased risk of injury. Recent research suggests that heat exposure increases outdoor workers' risk of traumatic injuries, but co‐exposures of heat and wildfire sm...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9476546/ https://www.ncbi.nlm.nih.gov/pubmed/36177399 http://dx.doi.org/10.1002/hsr2.820 |
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author | Evoy, Richard Hystad, Perry Bae, Harold Kincl, Laurel |
author_facet | Evoy, Richard Hystad, Perry Bae, Harold Kincl, Laurel |
author_sort | Evoy, Richard |
collection | PubMed |
description | BACKGROUND AND AIMS: As average temperatures rise and wildfire events increase in the United States, outdoor workers may be at an increased risk of injury. Recent research suggests that heat exposure increases outdoor workers' risk of traumatic injuries, but co‐exposures of heat and wildfire smoke have not been evaluated. METHODS: Oregon workers' compensation data from 2009 to 2018 were linked to satellite data by the date of injury to determine if acute heat (maximum Heat Index) and wildfire smoke (presence/absence) were associated with a traumatic injury. North American Industry Classification System (NAICS) codes were utilized to identify accepted, disabling injury claims from construction (NAICS 23) and agriculture, forestry, fishing, and hunting (NAICS 11). Claims from April to October were analyzed using negative binomial models to calculate incident rate ratios (IRR) by heat and wildfire exposure for All workers and specifically for Agricultural (Ag)/Construction workers. RESULTS: During the study period, 91,895 accepted, traumatic injury claims were analyzed. All workers had an injury IRR of 1.04 (95% confidence interval [CI]: 1.02–1.06) while Ag/Construction workers had an IRR of 1.11 (95% CI: 1.06–1.16) when wildfire smoke was present. When the maximum Heat Index was 75°F or greater, the IRR significantly increased as temperatures increased. When the maximum Heat Index was above 80–84°F, All workers had an IRR of 1.04 (95% CI: 1.01–1.06) while Ag/construction workers had an IRR of 1.14 (95% CI: 1.08–1.21) with risk increasing with increased temperatures. In joint models, heat remained associated with injury rates, but not wildfire smoke. No multiplicative interactions between exposures were observed. CONCLUSION: Increasing temperature was associated with increased rates of traumatic injury claims in Oregon that were more pronounced in Ag/Construction workers. Future work should focus on further understanding these associations and effective injury prevention strategies. |
format | Online Article Text |
id | pubmed-9476546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94765462022-09-28 The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 Evoy, Richard Hystad, Perry Bae, Harold Kincl, Laurel Health Sci Rep Original Research BACKGROUND AND AIMS: As average temperatures rise and wildfire events increase in the United States, outdoor workers may be at an increased risk of injury. Recent research suggests that heat exposure increases outdoor workers' risk of traumatic injuries, but co‐exposures of heat and wildfire smoke have not been evaluated. METHODS: Oregon workers' compensation data from 2009 to 2018 were linked to satellite data by the date of injury to determine if acute heat (maximum Heat Index) and wildfire smoke (presence/absence) were associated with a traumatic injury. North American Industry Classification System (NAICS) codes were utilized to identify accepted, disabling injury claims from construction (NAICS 23) and agriculture, forestry, fishing, and hunting (NAICS 11). Claims from April to October were analyzed using negative binomial models to calculate incident rate ratios (IRR) by heat and wildfire exposure for All workers and specifically for Agricultural (Ag)/Construction workers. RESULTS: During the study period, 91,895 accepted, traumatic injury claims were analyzed. All workers had an injury IRR of 1.04 (95% confidence interval [CI]: 1.02–1.06) while Ag/Construction workers had an IRR of 1.11 (95% CI: 1.06–1.16) when wildfire smoke was present. When the maximum Heat Index was 75°F or greater, the IRR significantly increased as temperatures increased. When the maximum Heat Index was above 80–84°F, All workers had an IRR of 1.04 (95% CI: 1.01–1.06) while Ag/construction workers had an IRR of 1.14 (95% CI: 1.08–1.21) with risk increasing with increased temperatures. In joint models, heat remained associated with injury rates, but not wildfire smoke. No multiplicative interactions between exposures were observed. CONCLUSION: Increasing temperature was associated with increased rates of traumatic injury claims in Oregon that were more pronounced in Ag/Construction workers. Future work should focus on further understanding these associations and effective injury prevention strategies. John Wiley and Sons Inc. 2022-09-15 /pmc/articles/PMC9476546/ /pubmed/36177399 http://dx.doi.org/10.1002/hsr2.820 Text en © 2022 The Authors. Health Science Reports published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Evoy, Richard Hystad, Perry Bae, Harold Kincl, Laurel The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title | The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title_full | The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title_fullStr | The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title_full_unstemmed | The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title_short | The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009–2018 |
title_sort | impact of wildfire smoke and temperature on traumatic worker injury claims, oregon 2009–2018 |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9476546/ https://www.ncbi.nlm.nih.gov/pubmed/36177399 http://dx.doi.org/10.1002/hsr2.820 |
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