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Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study
BACKGROUND: Most countries have enacted some restrictions to reduce social contacts to slow down disease transmission during the COVID-19 pandemic. For nearly two years, individuals likely also adopted new behaviours to avoid pathogen exposure based on personal circumstances. We aimed to understand...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132446/ https://www.ncbi.nlm.nih.gov/pubmed/37101123 http://dx.doi.org/10.1186/s12879-023-08214-y |
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author | Wong, Kerry L. M. Gimma, Amy Coletti, Pietro Faes, Christel Beutels, Philippe Hens, Niel Jaeger, Veronika K. Karch, Andre Johnson, Helen Edmunds, WJohn Jarvis, Christopher I. |
author_facet | Wong, Kerry L. M. Gimma, Amy Coletti, Pietro Faes, Christel Beutels, Philippe Hens, Niel Jaeger, Veronika K. Karch, Andre Johnson, Helen Edmunds, WJohn Jarvis, Christopher I. |
author_sort | Wong, Kerry L. M. |
collection | PubMed |
description | BACKGROUND: Most countries have enacted some restrictions to reduce social contacts to slow down disease transmission during the COVID-19 pandemic. For nearly two years, individuals likely also adopted new behaviours to avoid pathogen exposure based on personal circumstances. We aimed to understand the way in which different factors affect social contacts – a critical step to improving future pandemic responses. METHODS: The analysis was based on repeated cross-sectional contact survey data collected in a standardized international study from 21 European countries between March 2020 and March 2022. We calculated the mean daily contacts reported using a clustered bootstrap by country and by settings (at home, at work, or in other settings). Where data were available, contact rates during the study period were compared with rates recorded prior to the pandemic. We fitted censored individual-level generalized additive mixed models to examine the effects of various factors on the number of social contacts. RESULTS: The survey recorded 463,336 observations from 96,456 participants. In all countries where comparison data were available, contact rates over the previous two years were substantially lower than those seen prior to the pandemic (approximately from over 10 to < 5), predominantly due to fewer contacts outside the home. Government restrictions imposed immediate effect on contacts, and these effects lingered after the restrictions were lifted. Across countries, the relationships between national policy, individual perceptions, or personal circumstances determining contacts varied. CONCLUSIONS: Our study, coordinated at the regional level, provides important insights into the understanding of the factors associated with social contacts to support future infectious disease outbreak responses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08214-y. |
format | Online Article Text |
id | pubmed-10132446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101324462023-04-27 Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study Wong, Kerry L. M. Gimma, Amy Coletti, Pietro Faes, Christel Beutels, Philippe Hens, Niel Jaeger, Veronika K. Karch, Andre Johnson, Helen Edmunds, WJohn Jarvis, Christopher I. BMC Infect Dis Research Article BACKGROUND: Most countries have enacted some restrictions to reduce social contacts to slow down disease transmission during the COVID-19 pandemic. For nearly two years, individuals likely also adopted new behaviours to avoid pathogen exposure based on personal circumstances. We aimed to understand the way in which different factors affect social contacts – a critical step to improving future pandemic responses. METHODS: The analysis was based on repeated cross-sectional contact survey data collected in a standardized international study from 21 European countries between March 2020 and March 2022. We calculated the mean daily contacts reported using a clustered bootstrap by country and by settings (at home, at work, or in other settings). Where data were available, contact rates during the study period were compared with rates recorded prior to the pandemic. We fitted censored individual-level generalized additive mixed models to examine the effects of various factors on the number of social contacts. RESULTS: The survey recorded 463,336 observations from 96,456 participants. In all countries where comparison data were available, contact rates over the previous two years were substantially lower than those seen prior to the pandemic (approximately from over 10 to < 5), predominantly due to fewer contacts outside the home. Government restrictions imposed immediate effect on contacts, and these effects lingered after the restrictions were lifted. Across countries, the relationships between national policy, individual perceptions, or personal circumstances determining contacts varied. CONCLUSIONS: Our study, coordinated at the regional level, provides important insights into the understanding of the factors associated with social contacts to support future infectious disease outbreak responses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-023-08214-y. BioMed Central 2023-04-26 /pmc/articles/PMC10132446/ /pubmed/37101123 http://dx.doi.org/10.1186/s12879-023-08214-y Text en © The Author(s) 2023 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 Article Wong, Kerry L. M. Gimma, Amy Coletti, Pietro Faes, Christel Beutels, Philippe Hens, Niel Jaeger, Veronika K. Karch, Andre Johnson, Helen Edmunds, WJohn Jarvis, Christopher I. Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title | Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title_full | Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title_fullStr | Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title_full_unstemmed | Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title_short | Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study |
title_sort | social contact patterns during the covid-19 pandemic in 21 european countries – evidence from a two-year study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132446/ https://www.ncbi.nlm.nih.gov/pubmed/37101123 http://dx.doi.org/10.1186/s12879-023-08214-y |
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