Department of Pediatrics, Seattle Children's Research Institute, University of Washington, Seattle.
Department of Anesthesiology and Pain Medicine, University of Washington, Seattle.
JAMA Netw Open. 2020 Nov 2;3(11):e2028786. doi: 10.1001/jamanetworkopen.2020.28786.
United States primary school closures during the 2020 coronavirus disease 2019 (COVID-19) pandemic affected millions of children, with little understanding of the potential health outcomes associated with educational disruption.
To estimate the potential years of life lost (YLL) associated with the COVID-19 pandemic conditioned on primary schools being closed or remaining open.
DESIGN, SETTING, AND PARTICIPANTS: This decision analytical model estimated the association between school closures and reduced educational attainment and the association between reduced educational attainment and life expectancy using publicly available data sources, including data for 2020 from the US Centers for Disease Control and Prevention, the US Social Security Administration, and the US Census Bureau. Direct COVID-19 mortality and potential increases in mortality that might have resulted if school opening led to increased transmission of COVID-19 were also estimated.
Years of life lost.
A total of 24.2 million children aged 5 to 11 years attended public schools that were closed during the 2020 pandemic, losing a median of 54 (interquartile range, 48-62.5) days of instruction. Missed instruction was associated with a mean loss of 0.31 (95% credible interval [CI], 0.10-0.65) years of final educational attainment for boys and 0.21 (95% CI, 0.06-0.46) years for girls. Summed across the population, an estimated 5.53 million (95% CI, 1.88-10.80) YLL may be associated with school closures. The Centers for Disease Control and Prevention reported a total of 88 241 US deaths from COVID-19 through the end of May 2020, with an estimated 1.50 million (95% CI, 1.23-1.85 million) YLL as a result. Had schools remained open, 1.47 million (95% credible interval, 0.45-2.59) additional YLL could have been expected as a result, based on results of studies associating school closure with decreased pandemic spread. Comparing the full distributions of estimated YLL under both "schools open" and "schools closed" conditions, the analysis observed a 98.1% probability that school opening would have been associated with a lower total YLL than school closure.
In this decision analytical model of years of life potentially lost under differing conditions of school closure, the analysis favored schools remaining open. Future decisions regarding school closures during the pandemic should consider the association between educational disruption and decreased expected lifespan and give greater weight to the potential outcomes of school closure on children's health.
2020 年冠状病毒病 2019(COVID-19)大流行期间,美国小学关闭,影响了数百万儿童,人们对教育中断相关的潜在健康后果知之甚少。
估计与小学关闭或开放相关的与 COVID-19 大流行相关的潜在生命损失年数(YLL)。
设计、地点和参与者:本决策分析模型使用公开可用的数据源,包括美国疾病控制与预防中心、美国社会保障管理局和美国人口普查局 2020 年的数据,估计了学校关闭与教育程度降低之间的关联,以及教育程度降低与预期寿命之间的关联。还估计了如果学校开学导致 COVID-19 传播增加,直接导致的 COVID-19 死亡率和可能增加的死亡率。
生命损失年数。
共有 2420 万名 5 至 11 岁的儿童就读于 2020 年大流行期间关闭的公立学校,平均失去 54(四分位距,48-62.5)天的教学时间。错过的教学与男孩最终教育程度平均损失 0.31 年(95%可信区间,0.10-0.65 年)和女孩损失 0.21 年(95%可信区间,0.06-0.46 年)相关。在人口中总计,估计有 553 万人(95%可信区间,188-1080 万人)的 YLL 可能与学校关闭有关。截至 2020 年 5 月底,美国疾病控制与预防中心报告了总计 88241 例 COVID-19 死亡病例,据估计,这导致了 150 万人(95%可信区间,123-185 万人)的 YLL。根据将学校关闭与大流行传播减少联系起来的研究结果,如果学校保持开放,预计可能会额外增加 147 万人(95%可信区间,0.45-2.59 万人)的 YLL。通过比较“学校开放”和“学校关闭”两种情况下潜在 YLL 的完整分布,分析结果表明,学校开放的可能性是 98.1%,这将与学校关闭的总 YLL 较低相关。
在学校关闭情况下潜在生命损失年数的决策分析模型中,分析结果有利于学校保持开放。在大流行期间决定关闭学校时,应考虑教育中断与预期寿命降低之间的关联,并更加重视学校关闭对儿童健康的潜在影响。