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COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study
BACKGROUND: During the COVID-19 pandemic, several illnesses were reduced. In Japan, heat-related illnesses were reduced by 22% compared to pre-pandemic period. However, it is uncertain as to what has led to this reduction. Here, we model the association of maximum temperature and heat-related illnes...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8637525/ https://www.ncbi.nlm.nih.gov/pubmed/34857008 http://dx.doi.org/10.1186/s12940-021-00808-w |
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author | Seposo, Xerxes Madaniyazi, Lina Ng, Chris Fook Sheng Hashizume, Masahiro Honda, Yasushi |
author_facet | Seposo, Xerxes Madaniyazi, Lina Ng, Chris Fook Sheng Hashizume, Masahiro Honda, Yasushi |
author_sort | Seposo, Xerxes |
collection | PubMed |
description | BACKGROUND: During the COVID-19 pandemic, several illnesses were reduced. In Japan, heat-related illnesses were reduced by 22% compared to pre-pandemic period. However, it is uncertain as to what has led to this reduction. Here, we model the association of maximum temperature and heat-related illnesses in the 47 Japanese prefectures. We specifically examined how the exposure and lag associations varied before and during the pandemic. METHODS: We obtained the summer-specific, daily heat-related illness ambulance transport (HIAT), exposure variable (maximum temperature) and covariate data from relevant data sources. We utilized a stratified (pre-pandemic and pandemic), two-stage approach. In each stratified group, we estimated the 1) prefecture-level association using a quasi-Poisson regression coupled with a distributed lag non-linear model, which was 2) pooled using a random-effects meta-analysis. The difference between pooled pre-pandemic and pandemic associations was examined across the exposure and the lag dimensions. RESULTS: A total of 321,655 HIAT cases was recorded in Japan from 2016 to 2020. We found an overall reduction of heat-related risks for HIAT during the pandemic, with a wide range of reduction (10.85 to 57.47%) in the HIAT risk, across exposure levels ranging from 21.69 °C to 36.31 °C. On the contrary, we found an increment in the delayed heat-related risks during the pandemic at Lag 2 (16.33%; 95% CI: 1.00, 33.98%). CONCLUSION: This study provides evidence of the impact of COVID-19, particularly on the possible roles of physical interventions and behavioral changes, in modifying the temperature-health association. These findings would have implications on subsequent policies or heat-related warning strategies in light of ongoing or future pandemics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-021-00808-w. |
format | Online Article Text |
id | pubmed-8637525 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86375252021-12-02 COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study Seposo, Xerxes Madaniyazi, Lina Ng, Chris Fook Sheng Hashizume, Masahiro Honda, Yasushi Environ Health Research BACKGROUND: During the COVID-19 pandemic, several illnesses were reduced. In Japan, heat-related illnesses were reduced by 22% compared to pre-pandemic period. However, it is uncertain as to what has led to this reduction. Here, we model the association of maximum temperature and heat-related illnesses in the 47 Japanese prefectures. We specifically examined how the exposure and lag associations varied before and during the pandemic. METHODS: We obtained the summer-specific, daily heat-related illness ambulance transport (HIAT), exposure variable (maximum temperature) and covariate data from relevant data sources. We utilized a stratified (pre-pandemic and pandemic), two-stage approach. In each stratified group, we estimated the 1) prefecture-level association using a quasi-Poisson regression coupled with a distributed lag non-linear model, which was 2) pooled using a random-effects meta-analysis. The difference between pooled pre-pandemic and pandemic associations was examined across the exposure and the lag dimensions. RESULTS: A total of 321,655 HIAT cases was recorded in Japan from 2016 to 2020. We found an overall reduction of heat-related risks for HIAT during the pandemic, with a wide range of reduction (10.85 to 57.47%) in the HIAT risk, across exposure levels ranging from 21.69 °C to 36.31 °C. On the contrary, we found an increment in the delayed heat-related risks during the pandemic at Lag 2 (16.33%; 95% CI: 1.00, 33.98%). CONCLUSION: This study provides evidence of the impact of COVID-19, particularly on the possible roles of physical interventions and behavioral changes, in modifying the temperature-health association. These findings would have implications on subsequent policies or heat-related warning strategies in light of ongoing or future pandemics. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-021-00808-w. BioMed Central 2021-12-02 /pmc/articles/PMC8637525/ /pubmed/34857008 http://dx.doi.org/10.1186/s12940-021-00808-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Seposo, Xerxes Madaniyazi, Lina Ng, Chris Fook Sheng Hashizume, Masahiro Honda, Yasushi COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title | COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title_full | COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title_fullStr | COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title_full_unstemmed | COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title_short | COVID-19 pandemic modifies temperature and heat-related illness ambulance transport association in Japan: a nationwide observational study |
title_sort | covid-19 pandemic modifies temperature and heat-related illness ambulance transport association in japan: a nationwide observational study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8637525/ https://www.ncbi.nlm.nih.gov/pubmed/34857008 http://dx.doi.org/10.1186/s12940-021-00808-w |
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