Evidence map›Paper›PMID 38811933›Full record

ArticleBMC public health2024

Social contact patterns during the early COVID-19 pandemic in Norway: insights from a panel study, April to September 2020.

Lamprini Veneti, Bjarne Robberstad, Anneke Steens, Frode Forland, Brita A Winje, Didrik F Vestrheim, Christopher I Jarvis, Amy Gimma, W John Edmunds, Kevin Van Zandvoort and 1 more

Abstract read
In one paragraph

Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Lamprini VenetiDepartment of Infection Control and Preparedness, Norwegian Institute of Public Health, Lovisenberggata 8, Oslo, 0456, Norway. Lamprini.Veneti@fhi.no.ORCID 0000-0002-9117-5310
Bjarne RobberstadDepartment of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.ORCID 0000-0002-0708-2016
Anneke SteensDepartment of Infection Control and Vaccine, Norwegian Institute of Public Health, Oslo, Norway.ORCID 0000-0002-7474-1149
Frode ForlandDepartment of Infection Control and Preparedness, Norwegian Institute of Public Health, Lovisenberggata 8, Oslo, 0456, Norway.
Brita A WinjeDepartment of Infection Control and Vaccine, Norwegian Institute of Public Health, Oslo, Norway.
Didrik F VestrheimDepartment of Infection Control and Vaccine, Norwegian Institute of Public Health, Oslo, Norway.
Christopher I JarvisCentre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0002-0812-2446
Amy GimmaCentre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
W John EdmundsCentre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0002-9179-2917
Kevin Van ZandvoortCentre for Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
Birgitte Freiesleben de BlasioDepartment of Method Development and Analytics, Norwegian Institute of Public Health, Oslo, Norway.

Funding

Norwegian Research Council PID 312721
6 · The paper itself

Abstract

backgroundDuring the COVID-19 pandemic, many countries adopted social distance measures and lockdowns of varying strictness. Social contact patterns are essential in driving the spread of respiratory infections, and country-specific measurements are needed. This study aimed to gain insights into changes in social contacts and behaviour during the early pandemic phase in Norway.

methodsWe conducted an online panel study among a nationally representative sample of Norwegian adults by age and gender. The panel study included six data collections waves between April and September 2020, and 2017 survey data from a random sample of the Norwegian population (including children < 18 years old) were used as baseline. The market research company Ipsos was responsible for carrying out the 2020 surveys. We calculated mean daily contacts, and estimated age-stratified contact matrices during the study period employing imputation of child-to-child contacts. We used the next-generation method to assess the relative reduction of R0 and compared the results to reproduction numbers estimated for Norway during the 2020 study period.

resultsOver the six waves in 2020, 5 938 observations/responses were registered from 1 718 individuals who reported data on 22 074 contacts. The mean daily number of contacts among adults varied between 3.2 (95%CI 3.0-3.4) to 3.9 (95%CI 3.6-4.2) across the data collection waves, representing a 67-73% decline compared to pre-pandemic levels (baseline). Fewer contacts in the community setting largely drove the reduction; the drop was most prominent among younger adults. Despite gradual easing of social distance measures during the survey period, the estimated population contact matrices remained relatively stable and displayed more inter-age group mixing than at baseline. Contacts within households and the community outside schools and workplaces contributed most to social encounters. Using the next-generation method R0 was found to be roughly 25% of pre-pandemic levels during the study period, suggesting controlled transmission.

conclusionSocial contacts declined significantly in the months following the March 2020 lockdown, aligning with implementation of stringent social distancing measures. These findings contribute valuable empirical information into the social behaviour in Norway during the early pandemic, which can be used to enhance policy-relevant models for addressing future crises when mitigation measures might be implemented.

Indexed as

COVID-19AdolescentAdultAgedChildContact TracingFemaleHumansMaleMiddle AgedNorwayPandemicsSARS-CoV-2Surveys and QuestionnairesYoung AdultContact matricesContact patternControl measures, CoMixCOVID-19Physical distancingSocial distance

Identifiers

PMID38811933
PMCPMC11137890

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.