ArticleBMC public health2023
Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed.
- Health beliefs and their relation to household, necessary, and unnecessary contacts across COVID-19 epidemic waves in Taiwan.BMC public health · 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
- The role of frailty in shaping social contact patterns in Belgium, 2022-2023.Scientific reports · 2025Article
- Assessing the role of children in the COVID-19 pandemic in Belgium using perturbation analysis.Nature communications · 2025Article
- Social contact patterns in South Korea: an analysis of a survey conducted in 2023-2024.BMC infectious diseases · 2025Article
- Repetition in social contacts: implications in modelling the transmission of respiratory infectious diseases in pre-pandemic and pandemic settings.Proceedings. Biological sciences · 2024Article
- Is a tiered restrictions system an effective intervention for COVID-19 control? Results from Portugal, November-December 2020.BMC public health · 2024Article
- The influence of COVID-19 risk perception and vaccination status on the number of social contacts across Europe: insights from the CoMix study.BMC public health · 2023Article
- Novel estimates reveal subnational heterogeneities in disease-relevant contact patterns in the United States.PLoS computational biology · 2022Article
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10 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundMost countries around the world enforced non-pharmaceutical interventions against COVID-19. Italy was one of the first countries to be affected by the pandemic, imposing a hard lockdown, in the first epidemic wave. During the second wave, the country implemented progressively restrictive tiers at the regional level according to weekly epidemiological risk assessments. This paper quantifies the impact of these restrictions on contacts and on the reproduction number.
methodsRepresentative (with respect to age, sex, and region of residence) longitudinal surveys of the Italian population were undertaken during the second epidemic wave. Epidemiologically relevant contact patterns were measured and compared with pre-pandemic levels and according to the level of interventions experienced by the participants. Contact matrices were used to quantify the reduction in the number of contacts by age group and contact setting. The reproduction number was estimated to evaluate the impact of restrictions on the spread of COVID-19.
resultsThe comparison with the pre-pandemic baseline shows a significant decrease in the number of contacts, independently from the age group or contact settings. This decrease in the number of contacts significantly depends on the strictness of the non-pharmaceutical interventions. For all levels of strictness considered, the reduction in social mixing results in a reproduction number smaller than one. In particular, the impact of the restriction on the number of contacts decreases with the severity of the interventions.
conclusionsThe progressive restriction tiers implemented in Italy reduced the reproduction number, with stricter interventions associated with higher reductions. Readily collected contact data can inform the implementation of mitigation measures at the national level in epidemic emergencies to come.
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