Department of Health Services, Policy, and Practice, Brown School of Public Health, Providence, Rhode Island.
Department of Biostatistics, Brown School of Public Health, Providence, Rhode Island.
JAMA Pediatr. 2022 Jul 1;176(7):679-689. doi: 10.1001/jamapediatrics.2022.1326.
In addition to illness, the COVID-19 pandemic has led to historic educational disruptions. In March 2021, the federal government allocated $10 billion for COVID-19 testing in US schools.
Costs and benefits of COVID-19 testing strategies were evaluated in the context of full-time, in-person kindergarten through eighth grade (K-8) education at different community incidence levels.
DESIGN, SETTING, AND PARTICIPANTS: An updated version of a previously published agent-based network model was used to simulate transmission in elementary and middle school communities in the United States. Assuming dominance of the delta SARS-CoV-2 variant, the model simulated an elementary school (638 students in grades K-5, 60 staff) and middle school (460 students grades 6-8, 51 staff).
Multiple strategies for testing students and faculty/staff, including expanded diagnostic testing (test to stay) designed to avoid symptom-based isolation and contact quarantine, screening (routinely testing asymptomatic individuals to identify infections and contain transmission), and surveillance (testing a random sample of students to identify undetected transmission and trigger additional investigation or interventions).
Projections included 30-day cumulative incidence of SARS-CoV-2 infection, proportion of cases detected, proportion of planned and unplanned days out of school, cost of testing programs, and childcare costs associated with different strategies. For screening policies, the cost per SARS-CoV-2 infection averted in students and staff was estimated, and for surveillance, the probability of correctly or falsely triggering an outbreak response was estimated at different incidence and attack rates.
Compared with quarantine policies, test-to-stay policies are associated with similar model-projected transmission, with a mean of less than 0.25 student days per month of quarantine or isolation. Weekly universal screening is associated with approximately 50% less in-school transmission at one-seventh to one-half the societal cost of hybrid or remote schooling. The cost per infection averted in students and staff by weekly screening is lowest for schools with less vaccination, fewer other mitigation measures, and higher levels of community transmission. In settings where local student incidence is unknown or rapidly changing, surveillance testing may detect moderate to large in-school outbreaks with fewer resources compared with schoolwide screening.
In this modeling study of a simulated population of primary school students and simulated transmission of COVID-19, test-to-stay policies and/or screening tests facilitated consistent in-person school attendance with low transmission risk across a range of community incidence. Surveillance was a useful reduced-cost option for detecting outbreaks and identifying school environments that would benefit from increased mitigation.
除了疾病,COVID-19 大流行还导致了历史性的教育中断。2021 年 3 月,联邦政府拨款 100 亿美元用于美国学校的 COVID-19 检测。
在不同社区发病率水平下,评估了全日制幼儿园至八年级(K-8)教育中 COVID-19 检测策略的成本和效益。
设计、设置和参与者:使用之前发表的基于代理的网络模型的更新版本模拟美国小学和初中社区的传播。假设 delta SARS-CoV-2 变体占主导地位,该模型模拟了一所小学(638 名 K-5 年级学生,60 名教职员工)和一所中学(460 名 6-8 年级学生,51 名教职员工)。
包括扩大诊断测试(测试以保持)的学生和教职员工测试策略,旨在避免基于症状的隔离和接触隔离,筛查(定期测试无症状个体以识别感染并控制传播),以及监测(随机测试学生样本以识别未检测到的传播并触发额外的调查或干预)。
预测包括 SARS-CoV-2 感染的 30 天累积发病率、病例检出率、计划和非计划缺课天数、检测计划成本以及与不同策略相关的儿童保育成本。对于筛查政策,估计了在学生和员工中每例 SARS-CoV-2 感染的成本效益,对于监测,估计了在不同发病率和攻击率下正确或错误触发疫情应对的概率。
与检疫政策相比,测试以保持政策与模型预测的传播相似,平均每月隔离或隔离学生天数不到 0.25 天。每周普遍筛查与混合或远程教学成本的七分之一到一半相比,与校内传播减少约 50%。对于疫苗接种较少、其他缓解措施较少以及社区传播水平较高的学校,每周筛查可避免的学生和员工感染的成本效益最低。在当地学生发病率未知或迅速变化的情况下,监测检测可能会以较少的资源检测到中等至大规模的校内疫情爆发,与全校筛查相比。
在这项针对小学生模拟人群和 COVID-19 模拟传播的建模研究中,测试以保持政策和/或筛查测试在社区发病率范围内实现了一致的面对面出勤率,同时风险低。监测是一种有用的降低成本选择,可以发现疫情爆发,并确定需要加强缓解措施的学校环境。