ArticleBMC infectious diseases2021
Analyzing the demographic, spatial, and temporal factors influencing social contact patterns in U.S. and implications for infectious disease spread.
Article in BMC infectious diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Role-specific household contact patterns in urban and rural China: Implications for influenza household transmission.Infectious Disease Modelling · 2027Article
- Influenza vaccine protection and contact patterns among outpatients with influenza-like illness during the 2024-2025 season in China: a test-negative case-control study.Journal of global health · 2026Article
- Article
- Social inequalities in vaccine coverage and their effects on epidemic spreading.PLoS computational biology · 2025Article
- Socioeconomic determinants of protective behaviors and contact patterns in the post-COVID-19 pandemic era: A cross-sectional study in Italy.PLoS computational biology · 2025Article
- Characterising non-household contact patterns relevant to respiratory transmission in the USA: analysis of a cross-sectional survey.The Lancet. Digital health · 2025Article
- The effect of COVID-19 vaccination on change in contact and implications for transmission.Epidemics · 2025Article
- Temporal and Racial/Ethnic Patterns of Social Engagement among Older Adults: Evidence from American Time Use Survey 2019 to 2022.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2025Article
- Social contacts patterns relevant to the transmission of infectious diseases in Suzhou, China following the COVID-19 epidemic.Journal of health, population, and nutrition · 2024Article
- Morocco's population contact matrices: A crowd dynamics-based approach using aggregated literature data.PloS one · 2024Article
- Factors associated with delayed diagnosis of symptomatic adult COVID-19 cases presenting to primary care: a population-wide study during transition from Delta to Omicron BA.1 in Singapore.The Lancet regional health. Western Pacific · 2023Article
- Retrospective analysis of equity-based optimization for COVID-19 vaccine allocation.PNAS nexus · 2023Article
- Quantifying social contact patterns in Minnesota during stay-at-home social distancing order.BMC infectious diseases · 2023Article
- Retrospective Analysis of Equity-Based Optimization for COVID-19 Vaccine Allocation.medRxiv : the preprint server for health sciences · 2023Article
- Key risk factors associated with fractal dimension based geographical clustering of COVID-19 data in the Flemish and Brussels region, Belgium.Frontiers in public health · 2023Article
- Novel estimates reveal subnational heterogeneities in disease-relevant contact patterns in the United States.PLoS computational biology · 2022Article
- Quantifying population contact patterns in the United States during the COVID-19 pandemic.Nature communications · 2021Article
- Intergenerational Relationships, Family Caregiving Policy, and COVID-19 in the United States.Journal of aging & social policyArticle
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Authors and funding
4 authors.
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Abstract
backgroundDiseases 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.
methodWe 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.
resultsThe 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.
conclusionSocial 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.
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