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

被引:20
作者
Phillips, Brendon [1 ,2 ]
Browne, Dillon T. [2 ]
Anand, Madhur [3 ]
Bauch, Chris T. [1 ]
机构
[1] Univ Waterloo, Dept Appl Math, Waterloo, ON, Canada
[2] Univ Waterloo, Dept Psychol, Waterloo, ON, Canada
[3] Univ Guelph, Sch Environm Sci, Guelph, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
INFLUENZA; STRATEGIES;
D O I
10.1038/s41598-021-85302-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:14
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