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基于模型的 COVID-19 疫情规模预测和安大略省幼儿保育中心及小学因关闭而损失的教学日数。

Model-based projections for COVID-19 outbreak size and student-days lost to closure in Ontario childcare centres and primary schools.

机构信息

Department of Applied Mathematics, University of Waterloo, Waterloo, ON, Canada.

Department of Psychology, University of Waterloo, Waterloo, ON, Canada.

出版信息

Sci Rep. 2021 Mar 18;11(1):6402. doi: 10.1038/s41598-021-85302-6.

Abstract

There is a pressing need for evidence-based scrutiny of plans to re-open childcare centres during the COVID-19 pandemic. Here we developed an agent-based model of SARS-CoV-2 transmission within a childcare centre and households. Scenarios varied the student-to-educator ratio (15:2, 8:2, 7:3), family clustering (siblings together versus random assignment) and time spent in class. We also evaluated a primary school setting (with student-educator ratios 30:1, 15:1 and 8:1), including cohorts that alternate weekly. In the childcare centre setting, grouping siblings significantly reduced outbreak size and student-days lost. We identify an intensification cascade specific to classroom outbreaks of respiratory viruses with presymptomatic infection. In both childcare and primary school settings, each doubling of class size from 8 to 15 to 30 more than doubled the outbreak size and student-days lost (increases by factors of 2-5, depending on the scenario. Proposals for childcare and primary school reopening could be enhanced for safety by switching to smaller class sizes and grouping siblings.

摘要

迫切需要对 COVID-19 大流行期间重新开放日托中心的计划进行基于证据的审查。在这里,我们开发了一种基于代理的 SARS-CoV-2 在日托中心和家庭内传播的模型。场景变化包括学生与教育者的比例(15:2、8:2、7:3)、家庭聚类(兄弟姐妹在一起与随机分配)和在课堂上花费的时间。我们还评估了小学环境(学生与教育者的比例为 30:1、15:1 和 8:1),包括每周交替的队列。在日托中心环境中,将兄弟姐妹分组显著减少了疫情规模和学生失去的天数。我们确定了一种与呼吸道病毒课堂暴发相关的特定强化级联,这些病毒具有症状前感染。在日托中心和小学环境中,班级规模从 8 人增加到 15 人,再增加到 30 人,疫情规模和学生失去的天数增加了一倍以上(具体取决于情景,增加了 2-5 倍。为了提高安全性,日托中心和小学重新开放的提案可以通过改用较小的班级规模和将兄弟姐妹分组来增强。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a901/7973423/ddb677babb47/41598_2021_85302_Fig1_HTML.jpg

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