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Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan
Before vaccines were introduced, mobility restriction was one of the primary control measures in the early stage of the coronavirus disease 2019 (COVID-19) pandemic. Because different age groups face disproportionate health risks, differences in their mobility changes affect the effectiveness of pan...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570333/ https://www.ncbi.nlm.nih.gov/pubmed/37828352 http://dx.doi.org/10.1038/s41598-023-44474-z |
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author | Jiang, Wei-Ming Wen, Tzai-Hung Huang, Ying-Chi Chiou, Hung-Yi Chen, Wei J. Hsiung, Chao A. Sytwu, Huey-Kang Tsou, Hsiao-Hui |
author_facet | Jiang, Wei-Ming Wen, Tzai-Hung Huang, Ying-Chi Chiou, Hung-Yi Chen, Wei J. Hsiung, Chao A. Sytwu, Huey-Kang Tsou, Hsiao-Hui |
author_sort | Jiang, Wei-Ming |
collection | PubMed |
description | Before vaccines were introduced, mobility restriction was one of the primary control measures in the early stage of the coronavirus disease 2019 (COVID-19) pandemic. Because different age groups face disproportionate health risks, differences in their mobility changes affect the effectiveness of pandemic control measures. This study aimed to investigate the relationship between multiscale mobility patterns in different age groups and COVID-19 transmission before and after control measures implementation. Data on daily confirmed case numbers, anonymized mobile phone data, and 38 socioeconomic factors were used to construct negative binomial regression models of these relationships in the Taipei metropolitan area in May 2021. To avoid overfitting, the socioeconomic factor dimensions were reduced by principal component analysis. The results showed that inter-district mobility was a greater promoter of COVID-19 transmission than was intra-district mobility (coefficients: pre-alert, 0.52 and 0.43; post-alert, 0.41 and 0.36, respectively). Moreover, both the inter-district mobility of people aged 15–59 and ≥ 60 years were significantly related to the number of confirmed cases (coefficients: pre-alert, 0.82 and 1.05; post-alert, 0.48 and 0.66, respectively). The results can help agencies worldwide formulate public health responses to emerging infectious diseases. |
format | Online Article Text |
id | pubmed-10570333 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105703332023-10-14 Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan Jiang, Wei-Ming Wen, Tzai-Hung Huang, Ying-Chi Chiou, Hung-Yi Chen, Wei J. Hsiung, Chao A. Sytwu, Huey-Kang Tsou, Hsiao-Hui Sci Rep Article Before vaccines were introduced, mobility restriction was one of the primary control measures in the early stage of the coronavirus disease 2019 (COVID-19) pandemic. Because different age groups face disproportionate health risks, differences in their mobility changes affect the effectiveness of pandemic control measures. This study aimed to investigate the relationship between multiscale mobility patterns in different age groups and COVID-19 transmission before and after control measures implementation. Data on daily confirmed case numbers, anonymized mobile phone data, and 38 socioeconomic factors were used to construct negative binomial regression models of these relationships in the Taipei metropolitan area in May 2021. To avoid overfitting, the socioeconomic factor dimensions were reduced by principal component analysis. The results showed that inter-district mobility was a greater promoter of COVID-19 transmission than was intra-district mobility (coefficients: pre-alert, 0.52 and 0.43; post-alert, 0.41 and 0.36, respectively). Moreover, both the inter-district mobility of people aged 15–59 and ≥ 60 years were significantly related to the number of confirmed cases (coefficients: pre-alert, 0.82 and 1.05; post-alert, 0.48 and 0.66, respectively). The results can help agencies worldwide formulate public health responses to emerging infectious diseases. Nature Publishing Group UK 2023-10-12 /pmc/articles/PMC10570333/ /pubmed/37828352 http://dx.doi.org/10.1038/s41598-023-44474-z Text en © The Author(s) 2023 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 Jiang, Wei-Ming Wen, Tzai-Hung Huang, Ying-Chi Chiou, Hung-Yi Chen, Wei J. Hsiung, Chao A. Sytwu, Huey-Kang Tsou, Hsiao-Hui Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title | Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title_full | Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title_fullStr | Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title_full_unstemmed | Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title_short | Interregional mobility in different age groups is associated with COVID-19 transmission in the Taipei metropolitan area, Taiwan |
title_sort | interregional mobility in different age groups is associated with covid-19 transmission in the taipei metropolitan area, taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570333/ https://www.ncbi.nlm.nih.gov/pubmed/37828352 http://dx.doi.org/10.1038/s41598-023-44474-z |
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