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21 个欧洲国家在 COVID-19 大流行期间的社会接触模式 - 来自为期两年的研究证据。

Social contact patterns during the COVID-19 pandemic in 21 European countries - evidence from a two-year study.

机构信息

Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK.

Data Science Institute, I-Biostat, Hasselt University, Agoralaan Gebouw D, 3590, Diepenbeek, Belgium.

出版信息

BMC Infect Dis. 2023 Apr 26;23(1):268. doi: 10.1186/s12879-023-08214-y.

Abstract

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.

摘要

背景

大多数国家都实施了一些限制措施,以减少社交接触,从而减缓 COVID-19 大流行期间的疾病传播。近两年来,个人可能也根据个人情况采取了新的行为来避免病原体暴露。我们旨在了解不同因素影响社交接触的方式——这是改善未来大流行应对措施的关键步骤。

方法

该分析基于在 2020 年 3 月至 2022 年 3 月期间在 21 个欧洲国家进行的标准化国际研究中收集的重复横断面接触调查数据。我们通过国家和环境(在家中、工作中或其他环境)对每个国家的报告的平均每日接触进行聚类自举计算。在有数据的情况下,比较了研究期间的接触率与大流行前记录的接触率。我们拟合了受限制的个体水平广义加性混合模型,以研究各种因素对社交接触数量的影响。

结果

该调查记录了来自 96456 名参与者的 463336 次观察。在所有有比较数据的国家中,过去两年的接触率都远低于大流行前的接触率(大约从 10 次以上降至 5 次以下),主要是因为家庭以外的接触减少。政府限制措施立即对接触产生影响,并且在限制措施解除后这些影响仍持续存在。在不同国家,决定接触的国家政策、个人认知或个人情况之间的关系各不相同。

结论

我们在区域层面协调的这项研究提供了重要的见解,有助于了解与社交接触相关的因素,以支持未来传染病爆发的应对措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/34e2/10134528/0c0261d022b9/12879_2023_8214_Fig1_HTML.jpg

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