Department of Pathobiology, College of Veterinary Medicine, University of Illinois at Urbana Champaign, Urbana, IL, USA.
Carle-Illinois College of Medicine, University of Illinois at Urbana Champaign, Urbana, IL, USA.
BMC Public Health. 2024 Nov 18;24(1):3197. doi: 10.1186/s12889-024-20623-5.
The global pandemic caused by the SARS-CoV-2 virus led to a statewide lockdown in Illinois starting in March 2020. To ensure students' and employees' safety for school reopening, protective measures, such as a statewide mask mandate and weekly testing, were in place in Illinois from Spring 2021 to Spring 2022. The study objective is to 1) estimate the in-school and external transmission of SARS-CoV-2 in elementary and middle schools under mask mandate and weekly surveillance and 2) estimate the impacts of protective measures such as testing and mask proportion and testing frequency on SARS-CoV-2 transmission.
A stochastic compartmental model was built to simulate the SARS-CoV-2 transmission within and between the student and employee groups in primary and middle schools participating in the weekly testing program and to evaluate the effectiveness of these protective measures. This stochastic model was modified from a susceptible-infected-recovered framework and calibrated to SARS-CoV-2 surveillance data in 116 primary and middle school districts from Spring 2021 to March 2022. This model calibration was assessed using the surveillance data from the rest of the spring semester in 2022.
Overall, the external transmission rates in students and employees were significantly greater than those within schools, and the external transmission rates in middle school students and school employees were greater than those in primary school students. Our sensitivity analysis showed that transmission rates within student groups could significantly influence overall infection rates in vaccinated and unvaccinated students in large school districts. Under the protective measures implemented in the studied period in Illinois, an increased proportion of students and employees participating in the weekly testing can decrease infections. However, community-level measures of self-reported mask adherence among adults were not significantly associated with the infections during the study period, when a universal mask policy was in place for the state.
Although increased testing proportion and/or frequency can reduce the SARS-CoV-2 infections, the costs of testing can increase with the testing volume. Further studies on the cost-effectiveness between the testing volume and cases reduction or learning disturbance can aid in policy development to reduce transmission effectively.
由 SARS-CoV-2 病毒引起的全球大流行导致伊利诺伊州于 2020 年 3 月开始全州封锁。为确保学生和员工在学校重新开放时的安全,伊利诺伊州从 2021 年春季到 2022 年春季采取了全州范围内的口罩强制令和每周检测等保护措施。本研究的目的是:1)估计在口罩强制令和每周监测下,小学和中学内的 SARS-CoV-2 校内和校外传播;2)估计检测以及口罩比例和检测频率等保护措施对 SARS-CoV-2 传播的影响。
建立了一个随机隔室模型,以模拟参与每周检测计划的中小学生和教职员工群体内部和群体之间的 SARS-CoV-2 传播,并评估这些保护措施的有效性。这个随机模型是在易感-感染-恢复框架的基础上修改的,并根据 2021 年春季至 2022 年 3 月期间在 116 个中小学区的 SARS-CoV-2 监测数据进行了校准。使用 2022 年春季剩余学期的监测数据评估了该模型的校准情况。
总体而言,学生和员工的校外传播率明显高于校内传播率,中学生和学校员工的校外传播率高于小学生。我们的敏感性分析表明,学生群体内部的传播率可能会显著影响接种疫苗和未接种疫苗的学生的总感染率。在伊利诺伊州研究期间实施的保护措施下,增加参与每周检测的学生和员工的比例可以减少感染。然而,在全州范围内实行普遍口罩政策的情况下,社区层面上成年人自我报告的口罩佩戴率与研究期间的感染情况并无显著关联。
尽管增加检测比例和/或频率可以降低 SARS-CoV-2 的感染率,但随着检测量的增加,检测成本也会增加。进一步研究检测量与病例减少或学习干扰之间的成本效益关系,可以为制定有效的减少传播的政策提供帮助。