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本文引用的文献

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Estimating the extent of asymptomatic COVID-19 and its potential for community transmission: Systematic review and meta-analysis.评估无症状新冠病毒感染的程度及其社区传播潜力:系统评价与荟萃分析。
J Assoc Med Microbiol Infect Dis Can. 2020 Dec 31;5(4):223-234. doi: 10.3138/jammi-2020-0030. eCollection 2020 Dec.
2
Modelling the impact of reopening schools in the UK in early 2021 in the presence of the alpha variant and with roll-out of vaccination against SARS-CoV-2.模拟在2021年初英国重新开学、出现阿尔法变异毒株以及开展针对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)疫苗接种的情况下所产生的影响。
J Math Anal Appl. 2022 Oct 15;514(2):126050. doi: 10.1016/j.jmaa.2022.126050. Epub 2022 Feb 5.
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The Science Behind Safe School Re-opening: Leveraging the Pillars of Infection Control to Support Safe Elementary and Secondary Education During the COVID-19 Pandemic.安全开学背后的科学:利用感染控制的支柱在新冠疫情期间支持中小学安全教育。
Open Forum Infect Dis. 2021 Mar 17;9(3):ofab134. doi: 10.1093/ofid/ofab134. eCollection 2022 Mar.
4
Weekly SARS-CoV-2 screening of asymptomatic kindergarten to grade 12 students and staff helps inform strategies for safer in-person learning.每周对幼儿园至 12 年级的无症状学生和教职员工进行 SARS-CoV-2 筛查,有助于制定更安全的面授学习策略。
Cell Rep Med. 2021 Nov 16;2(11):100452. doi: 10.1016/j.xcrm.2021.100452. Epub 2021 Oct 27.
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Daily testing for contacts of individuals with SARS-CoV-2 infection and attendance and SARS-CoV-2 transmission in English secondary schools and colleges: an open-label, cluster-randomised trial.对感染 SARS-CoV-2 的个体的接触者进行日常检测以及英国中学和大学的出勤率和 SARS-CoV-2 传播:一项开放标签、整群随机试验。
Lancet. 2021 Oct 2;398(10307):1217-1229. doi: 10.1016/S0140-6736(21)01908-5. Epub 2021 Sep 14.
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Model-driven mitigation measures for reopening schools during the COVID-19 pandemic.基于模型的新冠疫情期间学校重新开放缓解措施。
Proc Natl Acad Sci U S A. 2021 Sep 28;118(39). doi: 10.1073/pnas.2108909118.
7
Lessons Learned From Implementation of SARS-CoV-2 Screening in K-12 Public Schools in Massachusetts.从马萨诸塞州K-12公立学校实施新冠病毒筛查中吸取的经验教训。
Open Forum Infect Dis. 2021 Jun 4;8(8):ofab287. doi: 10.1093/ofid/ofab287. eCollection 2021 Aug.
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Covasim: An agent-based model of COVID-19 dynamics and interventions.Covasim:一种基于代理的 COVID-19 动力学和干预措施模型。
PLoS Comput Biol. 2021 Jul 26;17(7):e1009149. doi: 10.1371/journal.pcbi.1009149. eCollection 2021 Jul.
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Effectiveness of Covid-19 Vaccines against the B.1.617.2 (Delta) Variant.Covid-19 疫苗对 B.1.617.2(德尔塔)变异株的有效性。
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Increased transmissibility and global spread of SARS-CoV-2 variants of concern as at June 2021.截至2021年6月,严重急性呼吸综合征冠状病毒2(SARS-CoV-2)变异株的传播性增加及其在全球的传播情况。
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对小学生模拟人群进行 SARS-CoV-2 诊断检测、筛查和监测策略的估计传播结果和成本。

Estimated Transmission Outcomes and Costs of SARS-CoV-2 Diagnostic Testing, Screening, and Surveillance Strategies Among a Simulated Population of Primary School Students.

机构信息

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.

出版信息

JAMA Pediatr. 2022 Jul 1;176(7):679-689. doi: 10.1001/jamapediatrics.2022.1326.

DOI:10.1001/jamapediatrics.2022.1326
PMID:35442396
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9021988/
Abstract

IMPORTANCE

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.

OBJECTIVE

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).

EXPOSURES

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).

MAIN OUTCOMES AND MEASURES

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.

RESULTS

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.

CONCLUSIONS AND RELEVANCE

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.

摘要

重要性

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。

目的

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)。

暴露

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)。

主要结果和措施

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。

结果

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。

结论和相关性

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。