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Internet searches and heat-related emergency department visits in the United States
Emerging research suggests that internet search patterns may provide timely, actionable insights into adverse health impacts from, and behavioral responses to, days of extreme heat, but few studies have evaluated this hypothesis, and none have done so across the United States. We used two-stage dist...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156736/ https://www.ncbi.nlm.nih.gov/pubmed/35641815 http://dx.doi.org/10.1038/s41598-022-13168-3 |
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author | Adams, Quinn H. Sun, Yuantong Sun, Shengzhi Wellenius, Gregory A. |
author_facet | Adams, Quinn H. Sun, Yuantong Sun, Shengzhi Wellenius, Gregory A. |
author_sort | Adams, Quinn H. |
collection | PubMed |
description | Emerging research suggests that internet search patterns may provide timely, actionable insights into adverse health impacts from, and behavioral responses to, days of extreme heat, but few studies have evaluated this hypothesis, and none have done so across the United States. We used two-stage distributed lag nonlinear models to quantify the interrelationships between daily maximum ambient temperature, internet search activity as measured by Google Trends, and heat-related emergency department (ED) visits among adults with commercial health insurance in 30 US metropolitan areas during the warm seasons (May to September) from 2016 to 2019. Maximum daily temperature was positively associated with internet searches relevant to heat, and searches were in turn positively associated with heat-related ED visits. Moreover, models combining internet search activity and temperature had better predictive ability for heat-related ED visits compared to models with temperature alone. These results suggest that internet search patterns may be useful as a leading indicator of heat-related illness or stress. |
format | Online Article Text |
id | pubmed-9156736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91567362022-06-02 Internet searches and heat-related emergency department visits in the United States Adams, Quinn H. Sun, Yuantong Sun, Shengzhi Wellenius, Gregory A. Sci Rep Article Emerging research suggests that internet search patterns may provide timely, actionable insights into adverse health impacts from, and behavioral responses to, days of extreme heat, but few studies have evaluated this hypothesis, and none have done so across the United States. We used two-stage distributed lag nonlinear models to quantify the interrelationships between daily maximum ambient temperature, internet search activity as measured by Google Trends, and heat-related emergency department (ED) visits among adults with commercial health insurance in 30 US metropolitan areas during the warm seasons (May to September) from 2016 to 2019. Maximum daily temperature was positively associated with internet searches relevant to heat, and searches were in turn positively associated with heat-related ED visits. Moreover, models combining internet search activity and temperature had better predictive ability for heat-related ED visits compared to models with temperature alone. These results suggest that internet search patterns may be useful as a leading indicator of heat-related illness or stress. Nature Publishing Group UK 2022-05-31 /pmc/articles/PMC9156736/ /pubmed/35641815 http://dx.doi.org/10.1038/s41598-022-13168-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Adams, Quinn H. Sun, Yuantong Sun, Shengzhi Wellenius, Gregory A. Internet searches and heat-related emergency department visits in the United States |
title | Internet searches and heat-related emergency department visits in the United States |
title_full | Internet searches and heat-related emergency department visits in the United States |
title_fullStr | Internet searches and heat-related emergency department visits in the United States |
title_full_unstemmed | Internet searches and heat-related emergency department visits in the United States |
title_short | Internet searches and heat-related emergency department visits in the United States |
title_sort | internet searches and heat-related emergency department visits in the united states |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156736/ https://www.ncbi.nlm.nih.gov/pubmed/35641815 http://dx.doi.org/10.1038/s41598-022-13168-3 |
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