ArticlePloS one2017
Social Contact Structures and Time Use Patterns in the Manicaland Province of Zimbabwe.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 3 of them syntheses that pooled it.
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Who cites it
70 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Pooled it
- Systematic Review and Meta-Analysis of Sex Differences in Social Contact Patterns and Implications for Tuberculosis Transmission and Control.Emerging infectious diseases · 2020Pooled it
- A Systematic Review of Social Contact Surveys to Inform Transmission Models of Close-contact Infections.Epidemiology (Cambridge, Mass.) · 2019Pooled it
- Close encounters between infants and household members measured through wearable proximity sensors.PloS one · 2018Trial
- 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
- Implications for distancing measures on in-person school and work attendance from Italian post-pandemic social contact data.Communications medicine · 2026Article
- Disentangling Temporal Trends of Clade Ib Monkeypox Virus Transmission in Burundi.The Journal of infectious diseases · 2026Article
- Role of community and sexual contacts as drivers of MPXV clade I.Nature health · 2026Article
- Spatial distribution of diphtheria cases during the 2022/2023 outbreak in Kano State, Northern Nigeria.PloS one · 2026Article
- Relationship between household attributes and contact patterns in urban and rural South Africa.PloS one · 2026Article
- Characterizing social behavior relevant for infectious disease transmission in four low- and middle-income countries, 2021-2023.Nature communications · 2025Article
- The effect of COVID-19 vaccination on change in contact and implications for transmission.Epidemics · 2025Article
- Social contact patterns and their impact on the transmission of respiratory pathogens in rural China.Infectious Disease Modelling · 2025Article
- Social contacts and mixing patterns in rural Gambia.BMC infectious diseases · 2025Article
- Social Contact Patterns in Rural and Urban Settings, Mozambique, 2021-2022.Emerging infectious diseases · 2025Article
- Article
- Article
- Generalized contact matrices allow integrating socioeconomic variables into epidemic models.Science advances · 2024Article
- Importance of social inequalities to contact patterns, vaccine uptake, and epidemic dynamics.Nature communications · 2024Article
- 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
10 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors.
Funding
Abstract
backgroundPatterns of person-to-person contacts relevant for infectious diseases transmission are still poorly quantified in Sub-Saharan Africa (SSA), where socio-demographic structures and behavioral attitudes are expected to be different from those of more developed countries. METHODS AND
findingsWe conducted a diary-based survey on daily contacts and time-use of individuals of different ages in one rural and one peri-urban site of Manicaland, Zimbabwe. A total of 2,490 diaries were collected and used to derive age-structured contact matrices, to analyze time spent by individuals in different settings, and to identify the key determinants of individuals' mixing patterns. Overall 10.8 contacts per person/day were reported, with a significant difference between the peri-urban and the rural site (11.6 versus 10.2). A strong age-assortativeness characterized contacts of school-aged children, whereas the high proportion of extended families and the young population age-structure led to a significant intergenerational mixing at older ages. Individuals spent on average 67% of daytime at home, 2% at work, and 9% at school. Active participation in school and work resulted the key drivers of the number of contacts and, similarly, household size, class size, and time spent at work influenced the number of home, school, and work contacts, respectively. We found that the heterogeneous nature of home contacts is critical for an epidemic transmission chain. In particular, our results suggest that, during the initial phase of an epidemic, about 50% of infections are expected to occur among individuals younger than 12 years and less than 20% among individuals older than 35 years.
conclusionsWith the current work, we have gathered data and information on the ways through which individuals in SSA interact, and on the factors that mostly facilitate this interaction. Monitoring these processes is critical to realistically predict the effects of interventions on infectious diseases dynamics.
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