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模型估计的小学相关的新冠病毒传播、缓解干预措施与社区发病率水平下的疫苗接种覆盖率之间的关系。

Model-estimated relationship between elementary school-related SARS-CoV-2 transmission, mitigation interventions, and vaccination coverage across community incidence levels.

作者信息

Giardina John, Bilinski Alyssa, Fitzpatrick Meagan C, Kendall Emily A, Linas Benjamin P, Salomon Joshua, Ciaranello Andrea L

机构信息

Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA.

Department of Health Services, Policy, and Practice and Department of Biostatistics, Brown School of Public Health, Providence, RI, USA.

出版信息

medRxiv. 2021 Nov 16:2021.08.04.21261576. doi: 10.1101/2021.08.04.21261576.

Abstract

BACKGROUND

While CDC guidance for K-12 schools recommends indoor masking regardless of vaccination status, final decisions about masking in schools will be made at the local and state level. The impact of the removal of mask restrictions, however, on COVID-19 outcomes for elementary students, educators/staff, and their households is not well known.

METHODS

We used a previously published agent-based dynamic transmission model of SARS-CoV-2 in K-12 schools to simulate an elementary school with 638 students across 12 scenarios: combinations of three viral infectiousness levels (reflecting wild-type virus, alpha variant, and delta variant) and four student vaccination levels (0%, 25%, 50% and 70% coverage). For each scenario, we varied observed community COVID-19 incidence (0 to 50 cases/100,000 people/day) and mitigation effectiveness (0-100% reduction to in-school secondary attack rate), and evaluated two outcomes over a 30 day period: (1) the probability of at least one in-school transmission, and (2) average increase in total infections among students, educators/staff, and their household members associated with moving from more to less intensive mitigation measures.

RESULTS

Over 30 days in the simulated elementary school, the probability of at least one in-school SARS-CoV-2 transmission and the number of estimated additional infections in the immediate school community associated with changes in mitigation measures varied widely. In one scenario with the delta variant and no student vaccination, assuming that baseline mitigation measures of simple ventilation and handwashing reduce the secondary attack rate by 40%, if decision-makers seek to keep the monthly probability of an in-school transmission below 50%, additional mitigation (e.g., masking) would need to be added at a community incidence of approximately 2/100,000/day. Once students are vaccinated, thresholds shift substantially higher.

LIMITATIONS

The interpretation of model results should be limited by the uncertainty in many of the parameters, including the effectiveness of individual mitigation interventions and vaccine efficacy against the delta variant, and the limited scope of the model beyond the school community. Additionally, the assumed case detection rate (33% of cases detected) may be too high in areas with decreased testing capacity.

CONCLUSION

Despite the assumption of high adult vaccination, the risks of both in-school SARS-CoV-2 transmission and resulting infections among students, educators/staff, and their household members remain high when the delta variant predominates and students are unvaccinated. Mitigation measures or vaccinations for students can substantially reduce these risks. These findings underscore the potential role for responsive plans, where mitigation is deployed based on local COVID-19 incidence and vaccine uptake.

摘要

背景

虽然美国疾病控制与预防中心(CDC)针对中小学的指导意见建议无论疫苗接种状况如何都应在室内佩戴口罩,但学校关于口罩佩戴的最终决定将在地方和州层面做出。然而,取消口罩限制对小学生、教育工作者/工作人员及其家庭的新冠疫情结果的影响尚不清楚。

方法

我们使用之前发表的基于代理的K-12学校中SARS-CoV-2动态传播模型,对一所拥有638名学生的小学在12种情景下进行模拟:三种病毒传染性水平(反映野生型病毒、α变体和δ变体)与四种学生疫苗接种水平(0%、25%、50%和70%覆盖率)的组合。对于每种情景,我们改变观察到的社区新冠发病率(0至50例/100,000人/天)和缓解措施的有效性(校内二代发病率降低0 - 100%),并在30天内评估两个结果:(1)至少发生一次校内传播的概率,以及(2)与从更严格到较宽松的缓解措施转变相关的学生、教育工作者/工作人员及其家庭成员中总感染人数的平均增加量。

结果

在模拟的小学中,30天内至少发生一次校内SARS-CoV-2传播的概率以及与缓解措施变化相关的校内直接社区估计新增感染数差异很大。在一种δ变体且无学生疫苗接种的情景中,假设简单通风和洗手等基线缓解措施可将二代发病率降低40%,如果决策者希望将校内传播的月度概率保持在50%以下,那么在社区发病率约为2/100,000/天时需要增加额外的缓解措施(如佩戴口罩)。一旦学生接种疫苗,阈值会大幅提高。

局限性

模型结果的解释应受到许多参数不确定性的限制,包括个体缓解干预措施的有效性、针对δ变体的疫苗效力,以及模型超出学校社区的有限范围。此外,在检测能力下降的地区,假设的病例检测率(33%的病例被检测到)可能过高。

结论

尽管假设成人疫苗接种率很高,但当δ变体占主导且学生未接种疫苗时,校内SARS-CoV-2传播以及学生、教育工作者/工作人员及其家庭成员中由此产生的感染风险仍然很高。针对学生的缓解措施或疫苗接种可以大幅降低这些风险。这些发现强调了响应计划的潜在作用,即根据当地新冠发病率和疫苗接种情况部署缓解措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee8f/8609905/147f399ed5ca/nihpp-2021.08.04.21261576v2-f0001.jpg

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