ArticleEPJ data science2021
Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey.
Article in EPJ data science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 2 of them syntheses that pooled it.
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Who cites it
42 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Equitable access to COVID-19 vaccines in Botswana: a scoping review.Frontiers in health services · 2025Pooled it
- Behavioural Sciences Contribution to Suppressing Transmission of Covid-19 in the UK: A Systematic Literature Review.International journal of behavioral medicine · 2024Pooled it
- Article
- Assessing self-selection biases in Facebook-recruited online surveys: Evidence from the COVID-19 Health Behavior Survey.PloS one · 2025Article
- Tracking COVID-19 Infections Using Survey Data on Rapid At-Home Tests.JAMA network open · 2024Article
- Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey.Journal of medical Internet research · 2023Article
- COVID-19 Vaccination Rate under Different Political Incentive: A Counterfactual Trend Approach Using Nationwide Data.Vaccines · 2023Article
- Face mask is an efficient tool to fight the Covid-19 pandemic and some factors increase the probability of its adoption.Scientific reports · 2023Article
- Social media information and its association with the adoption of COVID-19 preventive measures in four Latin American countries.The review of communication · 2023Article
- COVID-19-Related Awareness and Behaviors of Non-Saudi Travelers and Their Satisfaction with Preventive Measures at Saudi Airports.Tropical medicine and infectious disease · 2022Article
- Future behaviours decision-making regarding travel avoidance during COVID-19 outbreaks.Scientific reports · 2022Article
- Assessing the consequences of prolonged usage of disposable face masks.Scientific reports · 2022Article
- Development and Validation of a Questionnaire to Assess Knowledge and Attitudes toward COVID-19 Preventive Measures in Romania.Healthcare (Basel, Switzerland) · 2022Article
- Trust in the public health system as a source of information on vaccination matters most when environments are supportive.Vaccine · 2022Article
- Citizens' Perception of COVID-19 Passport Usefulness: A Cross Sectional Study.Behavioral sciences (Basel, Switzerland) · 2022Article
- Perceptions of COVID-19 Mitigation Strategies between Rural and Non-Rural Adults in the US: How Public Health Nurses Can Fill the Gap.Nursing reports (Pavia, Italy) · 2022Article
- Compliance with recommendations limiting COVID-19 contagion among university students in Sweden: associations with self-reported symptoms, mental health and academic self-efficacy.Scandinavian journal of public health · 2022Article
- The impact of control and mitigation strategies during the second wave of coronavirus infections in Spain and Italy.Scientific reports · 2022Article
- COVID-19 and Pro-environmental Behaviour at Destinations Amongst International Travellers.Frontiers in psychology · 2022Article
- Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn the absence of medical treatment and vaccination, individual behaviours are key to curbing the spread of COVID-19. Here we describe efforts to collect attitudinal and behavioural data and disseminate insights to increase situational awareness and inform interventions.
methodsWe developed a rapid data collection and monitoring system based on a cross-national online survey, the "COVID-19 Health Behavior Survey". Respondent recruitment occurred via targeted Facebook advertisements in Belgium, France, Germany, Italy, the Netherlands, Spain, the United Kingdom, and the United States. We investigated how the threat perceptions of COVID-19, the confidence in the preparedness of organisations to deal with the pandemic, and the adoption of preventive and social distancing behaviours are associated with respondents' demographic characteristics.
resultsWe analysed 71,612 questionnaires collected between March 13-April 19, 2020. We found substantial spatio-temporal heterogeneity across countries at different stages of the pandemic and with different control strategies in place. Respondents rapidly adopted the use of face masks when they were not yet mandatory. We observed a clear pattern in threat perceptions, sharply increasing from a personal level to national and global levels. Although personal threat perceptions were comparatively low, all respondents significantly increased hand hygiene. We found gender-specific patterns: women showed higher threat perceptions, lower confidence in the healthcare system, and were more likely to adopt preventive behaviours. Finally, we also found that older people perceived higher threat to themselves, while all respondents were strongly concerned about their family.
conclusionsRapid population surveys conducted via Facebook allow us to monitor behavioural changes, adoption of protective measures, and compliance with recommended practices. As the pandemic progresses and new waves of infections are a threatening reality, timely insights from behavioural and attitudinal data are crucial to guide the decision-making process. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1140/epjds/s13688-021-00270-1.
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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.