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Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea

This study aimed to evaluate the effectiveness of wireless emergency alerts (WEAs) on social distancing policy. The Republic of Korea has been providing information to the public through WEAs using mobile phones. This study used five data sets: WEA messages, news articles including the keyword “COVI...

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Autores principales: Yeon, Dahye, Kwak, Myunghwan, Chung, Ji-Bum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850604/
https://www.ncbi.nlm.nih.gov/pubmed/35173227
http://dx.doi.org/10.1038/s41598-022-06575-z
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author Yeon, Dahye
Kwak, Myunghwan
Chung, Ji-Bum
author_facet Yeon, Dahye
Kwak, Myunghwan
Chung, Ji-Bum
author_sort Yeon, Dahye
collection PubMed
description This study aimed to evaluate the effectiveness of wireless emergency alerts (WEAs) on social distancing policy. The Republic of Korea has been providing information to the public through WEAs using mobile phones. This study used five data sets: WEA messages, news articles including the keyword “COVID-19,” the number of confirmed COVID-19 patients, public foot traffic data, and the government’s social distancing level. The WEAs were classified into two topics—“warning” and “guidance”—using a random forest model. The results of the correlation analysis and further detailed analysis confirmed that the “warning” WEA topic and number of news articles significantly affected public foot traffic. However, the “guidance” topic was not significantly associated with public foot traffic. In general, the Korean government’s WEAs were effective at encouraging the public to follow social distance recommendations during the COVID-19 pandemic. In particular, the “warning” WEA topic, by providing information about the relative risk directly concerning the recipients, was significantly more effective than the “guidance” topic.
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spelling pubmed-88506042022-02-18 Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea Yeon, Dahye Kwak, Myunghwan Chung, Ji-Bum Sci Rep Article This study aimed to evaluate the effectiveness of wireless emergency alerts (WEAs) on social distancing policy. The Republic of Korea has been providing information to the public through WEAs using mobile phones. This study used five data sets: WEA messages, news articles including the keyword “COVID-19,” the number of confirmed COVID-19 patients, public foot traffic data, and the government’s social distancing level. The WEAs were classified into two topics—“warning” and “guidance”—using a random forest model. The results of the correlation analysis and further detailed analysis confirmed that the “warning” WEA topic and number of news articles significantly affected public foot traffic. However, the “guidance” topic was not significantly associated with public foot traffic. In general, the Korean government’s WEAs were effective at encouraging the public to follow social distance recommendations during the COVID-19 pandemic. In particular, the “warning” WEA topic, by providing information about the relative risk directly concerning the recipients, was significantly more effective than the “guidance” topic. Nature Publishing Group UK 2022-02-16 /pmc/articles/PMC8850604/ /pubmed/35173227 http://dx.doi.org/10.1038/s41598-022-06575-z 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
Yeon, Dahye
Kwak, Myunghwan
Chung, Ji-Bum
Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title_full Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title_fullStr Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title_full_unstemmed Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title_short Effectiveness of wireless emergency alerts for social distancing against COVID-19 in Korea
title_sort effectiveness of wireless emergency alerts for social distancing against covid-19 in korea
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850604/
https://www.ncbi.nlm.nih.gov/pubmed/35173227
http://dx.doi.org/10.1038/s41598-022-06575-z
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