Division of Epidemiology, School of Public Health, University of California, Berkeley, CA, USA.
Division of Infectious Diseases & Vaccinology, School of Public Health, University of California, Berkeley, CA, USA.
BMC Infect Dis. 2022 Mar 10;22(1):242. doi: 10.1186/s12879-022-07218-4.
The San Francisco Bay Area was the first region in the United States to enact school closures to mitigate SARS-CoV-2 transmission. The effects of closures on contact patterns for schoolchildren and their household members remain poorly understood.
We conducted serial cross-sectional surveys (May 2020, September 2020, February 2021) of Bay Area households with children to estimate age-structured daily contact rates for children and their adult household members. We examined changes in contact rates over the course of the COVID-19 pandemic, including after vaccination of household members, and compared contact patterns by household demographics using generalized estimating equations clustered by household.
We captured contact histories for 1,967 households on behalf of 2,674 children, comprising 15,087 non-household contacts over the three waves of data collection. Shortly after the start of shelter-in-place orders in May 2020, daily contact rates were higher among children from Hispanic families (1.52 more contacts per child per day; [95% CI: 1.14-2.04]), households whose parents were unable to work from home (1.82; [1.40-2.40]), and households with income < $150,000 (1.75; [1.33-2.33]), after adjusting for other demographic characteristics and household clustering. Between May and August 2020, non-household contacts of children increased by 145% (ages 5-12) and 172% (ages 13-17), despite few children returning to in-person instruction. Non-household contact rates among children were higher-by 1.75 [1.28-2.40] and 1.42 [0.89-2.24] contacts per child per day in 5-12 and 13-17 age groups, respectively, in households where at least one adult was vaccinated against COVID-19, compared to children's contact rates in unvaccinated households.
Child contact rates rebounded despite schools remaining closed, as parents obtained childcare, children engaged in contact in non-school settings, and family members were vaccinated. The waning reductions observed in non-household contact rates of schoolchildren and their family members during a prolonged school closure suggests the strategy may be ineffective for long-term SARS-CoV-2 transmission mitigation. Reductions in age-assortative contacts were not as apparent amongst children from lower income households or households where adults could not work from home. Heterogeneous reductions in contact patterns raise concerning racial, ethnic and income-based inequities associated with long-term school closures as a COVID-19 mitigation strategy.
旧金山湾区是美国第一个实施学校关闭以减轻 SARS-CoV-2 传播的地区。学校关闭对学童及其家庭成员的接触模式的影响仍知之甚少。
我们对湾区有孩子的家庭进行了一系列横断面调查(2020 年 5 月、2020 年 9 月、2021 年 2 月),以估计儿童及其成年家庭成员的年龄结构日接触率。我们研究了 COVID-19 大流行期间接触率的变化,包括在家庭成员接种疫苗后,并使用按家庭聚类的广义估计方程比较了按家庭人口统计学特征的接触模式。
我们代表 2674 名儿童对 1967 个家庭进行了接触史记录,在三轮数据收集过程中共记录了 15087 名非家庭接触者。2020 年 5 月,在就地避难令开始后不久,西班牙裔家庭的儿童(每天多 1.52 个接触者;[95%CI:1.14-2.04])、父母无法在家工作的家庭(1.82;[1.40-2.40])和收入低于$150,000 的家庭(1.75;[1.33-2.33])的每日接触率更高,这是在调整其他人口统计学特征和家庭聚类之后。2020 年 5 月至 8 月期间,尽管很少有儿童恢复面对面教学,但儿童的非家庭接触者增加了 145%(5-12 岁)和 172%(13-17 岁)。与未接种疫苗的家庭相比,在至少一名成年人接种 COVID-19 疫苗的家庭中,5-12 岁和 13-17 岁年龄组的儿童每天的非家庭接触者分别增加 1.75[1.28-2.40]和 1.42[0.89-2.24]个接触者。
尽管学校继续关闭,但由于父母获得了儿童保育,儿童在非学校环境中接触,以及家庭成员接种了疫苗,儿童的接触率还是反弹了。在学校长期关闭期间,学童及其家庭成员的非家庭接触率观察到的减少幅度减小,表明该策略对于长期 SARS-CoV-2 传播缓解可能无效。在收入较低的家庭或父母无法在家工作的家庭中,年龄相似接触的减少并不明显。接触模式的异质性减少引起了人们对长期学校关闭作为 COVID-19 缓解策略所带来的与种族、民族和收入相关的不平等现象的关注。