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节日聚会、人员流动与新冠病毒传播:美国10个州感恩节后的情况

Holiday gatherings, mobility and SARS-CoV-2 transmission: results from 10 US states following Thanksgiving.

作者信息

Mehta Shruti H, Clipman Steven J, Wesolowski Amy, Solomon Sunil S

机构信息

Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Room E6546, Baltimore, MD, 21205, USA.

出版信息

Sci Rep. 2021 Aug 30;11(1):17328. doi: 10.1038/s41598-021-96779-6.

Abstract

Public health officials discouraged travel and non-household gatherings for Thanksgiving, but data suggests that travel increased over the holidays. The objective of this analysis was to assess associations between holiday gatherings and SARS-CoV-2 positivity in the weeks following Thanksgiving. Using an online survey, we sampled 7770 individuals across 10 US states from December 4-18, 2020, about 8-22 days post-Thanksgiving. Participants were asked about Thanksgiving, COVID-19 symptoms, and SARS-CoV-2 testing and positivity in the prior 2 weeks. Logistic regression was used to identify factors associated with SARS-CoV-2 positivity and COVID-19 symptoms in the weeks following Thanksgiving. An activity score measured the total number of non-essential activities an individual participated in the prior 2 weeks. The probability of community transmission was estimated using Markov Chain Monte Carlo (MCMC) methods. While 47.2% had Thanksgiving at home with household members, 26.9% had guests and 25.9% traveled. There was a statistically significant interaction between how people spent Thanksgiving, the frequency of activities, and SARS-CoV-2 test positivity in the prior 2 weeks (p < 0.05). Those who had guests for Thanksgiving or traveled were only more likely to test positive for SARS-CoV-2 if they also had high activity (e.g., participated in > one non-essential activity/day in the prior 2 weeks). Had individuals limited the number and frequency of activities post-Thanksgiving, cases in surveyed individuals would be reduced by > 50%. As travel continues to increase and the more contagious Delta variant starts to dominate transmission, it is critical to promote how to gather in a "low-risk" manner (e.g., minimize other non-essential activities) to mitigate the need for nationwide shelter-at-home orders.

摘要

公共卫生官员不鼓励感恩节期间出行和进行非家庭聚会,但数据显示假期期间出行有所增加。本分析的目的是评估感恩节之后几周内节日聚会与新冠病毒检测呈阳性之间的关联。我们于2020年12月4日至18日,在感恩节后约8至22天,通过在线调查对美国10个州的7770人进行了抽样。参与者被问及感恩节情况、新冠症状以及前两周的新冠病毒检测和检测呈阳性情况。采用逻辑回归来确定感恩节后几周内与新冠病毒检测呈阳性及新冠症状相关的因素。活动得分衡量个人在前两周参与的非必要活动总数。使用马尔可夫链蒙特卡罗(MCMC)方法估计社区传播概率。虽然47.2%的人与家庭成员在家中过感恩节,但26.9%的人有客人来访,25.9%的人出行。人们过感恩节的方式、活动频率与前两周新冠病毒检测呈阳性之间存在统计学上的显著交互作用(p < 0.05)。那些感恩节有客人来访或出行的人,只有在他们活动量也很大(例如,前两周每天参与超过一项非必要活动)的情况下,才更有可能新冠病毒检测呈阳性。如果个人在感恩节后限制活动的数量和频率,被调查个体中的病例数将减少50%以上。随着出行持续增加,传染性更强的德尔塔变种开始主导传播,推广如何以“低风险”方式聚会(例如,尽量减少其他非必要活动)以减少全国范围内实施居家令的必要性至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6bf3/8405672/c35746228603/41598_2021_96779_Fig1_HTML.jpg

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