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分析影响美国社会接触模式的人口、空间和时间因素及其对传染病传播的影响。

Analyzing the demographic, spatial, and temporal factors influencing social contact patterns in U.S. and implications for infectious disease spread.

机构信息

University of Minnesota, Minneapolis, MN, USA.

US Census Bureau, Suitland, MD, USA.

出版信息

BMC Infect Dis. 2021 Sep 27;21(1):1009. doi: 10.1186/s12879-021-06610-w.

Abstract

BACKGROUND

Diseases such as COVID-19 are spread through social contact. Reducing social contacts is required to stop disease spread in pandemics for which vaccines have not yet been developed. However, existing data on social contact patterns in the United States (U.S.) is limited.

METHOD

We use American Time Use Survey data from 2003-2018 to describe and quantify the age-pattern of disease-relevant social contacts. For within-household contacts, we construct age-structured contact duration matrices (who spends time with whom, by age). For both within-household and non-household contacts, we also estimate the mean number and duration of contact by location. We estimate and test for differences in the age-pattern of social contacts based on demographic, temporal, and spatial characteristics.

RESULTS

The mean number and duration of social contacts vary by age. The biggest gender differences in the age-pattern of social contacts are at home and at work; the former appears to be driven by caretaking responsibilities. Non-Hispanic Blacks have a shorter duration of contact and fewer social contacts than non-Hispanic Whites. This difference is largely driven by fewer and shorter contacts at home. Pre-pandemic, non-Hispanic Blacks have shorter durations of work contacts. Their jobs are more likely to require close physical proximity, so their contacts are riskier than those of non-Hispanic Whites. Hispanics have the highest number of household contacts and are also more likely to work in jobs requiring close physical proximity than non-Hispanic Whites. With the exceptions of work and school contacts, the duration of social contact is higher on weekends than on weekdays. Seasonal differences in the total duration of social contacts are driven by school-aged respondents who have significantly shorter contacts during the summer months. Contact patterns did not differ by metro status. Age patterns of social contacts were similar across regions.

CONCLUSION

Social contact patterns differ by age, race and ethnicity, and gender. Other factors besides contact patterns may be driving seasonal variation in disease incidence if school-aged individuals are not an important source of transmission. Pre-pandemic, there were no spatial differences in social contacts, but this finding has likely changed during the pandemic.

摘要

背景

COVID-19 等疾病通过社交接触传播。在尚未开发出疫苗的大流行期间,需要减少社交接触以阻止疾病传播。然而,美国现有的社交接触模式数据有限。

方法

我们使用 2003-2018 年的美国时间使用调查数据来描述和量化与疾病相关的社交接触的年龄模式。对于家庭内接触,我们构建了年龄结构的接触持续时间矩阵(谁与谁共度时光,按年龄划分)。对于家庭内和非家庭接触,我们还根据位置估算了平均接触次数和持续时间。我们根据人口统计学、时间和空间特征来估算和检验社交接触的年龄模式差异。

结果

社交接触的次数和持续时间随年龄而变化。社交接触的年龄模式中最大的性别差异是在家中和工作中;前者似乎是由照顾责任驱动的。非西班牙裔黑人的接触持续时间和社交接触次数都比非西班牙裔白人少。这种差异主要是由于在家中的接触次数和持续时间较少所致。大流行前,非西班牙裔黑人的工作接触持续时间较短。他们的工作更有可能需要密切的身体接触,因此他们的接触比非西班牙裔白人的接触风险更高。西班牙裔人的家庭接触次数最多,并且比非西班牙裔白人更有可能从事需要密切身体接触的工作。除了工作和学校接触之外,周末的社交接触持续时间比工作日长。社交接触总持续时间的季节性差异是由学龄受访者驱动的,他们在夏季的接触时间明显缩短。接触模式不因大都市地位而有所不同。社交接触的年龄模式在各地区相似。

结论

社交接触模式因年龄、种族和民族以及性别而异。如果学龄人群不是重要的传播源,那么除接触模式以外的其他因素可能会导致疾病发病率的季节性变化。大流行前,社交接触没有空间差异,但这种发现可能在大流行期间发生了变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41c1/8474922/c9a4ed2d0cb9/12879_2021_6610_Fig1_HTML.jpg

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