ArticleScientific reports2024
Vaccination homophily in ego contact networks during the COVID-19 pandemic.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- The syndemic nexus: How vaccine hesitancy and COVID-19 interact to influence vaccine uptake among university students.Human vaccines & immunotherapeutics · 2026Article
- Characteristics of COVID-19 vaccine hesitancy in university students: Methodological insights from a syndemic perspective.Human vaccines & immunotherapeutics · 2026Article
- The coupling process of awareness and disease under the influence of synergistic-hedging effect of information resources.Infectious Disease Modelling · 2026Article
- Social networks and vaccination: a perspective on the essential role of social networks to improve vaccination outcomes in public health.Frontiers in public health · 2026Article
- Beyond binary: a machine-learning classification of childhood COVID-19 vaccination intentions using behavioural data.Population health metrics · 2025Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Vaccine hesitancy is an inevitable risk for societies as it contributes to outbreaks of diseases. Prior research suggests that vaccination decisions of individuals tend to spread within social networks, resulting in a tendency to vaccination homophily. The clustering of individuals resistant to vaccination can substantially make the threshold necessary to achieve herd immunity harder to reach. In this study, we examined the extent of vaccination homophily among social contacts and its association with vaccine uptake during the COVID-19 pandemic in Hungary using a contact diary approach in two cross-sectional surveys. The results indicate strong clustering among both vaccinated and unvaccinated groups. The most powerful predictor of vaccine uptake was the perceived vaccination rate within the egos' social contact network. Vaccination homophily and the role of the interpersonal contact network in vaccine uptake were particularly pronounced in the networks of close relationships, including family, kinship, and strong social ties of the ego. Our findings have important implications for understanding COVID-19 spread dynamics by showing that the strong clustering of unvaccinated individuals posed a great risk in preventing the spread of the disease.
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