ArticlePNAS nexus2022
Social media behavior is associated with vaccine hesitancy.
Article in PNAS nexus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 38 papers.
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.
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.
Who cites it
38 citing papers in PubMed, 91 citations in OpenAlex.
- Seatbelts and raincoats, or banks and castles: Investigating the impact of vaccine metaphors.PloS one · 2024Trial
- Artificial intelligence chatbots mimic human collective behaviour.British journal of psychology (London, England : 1953) · 2026Article
- Coupled Dynamics of Vaccination Behavior and Epidemic Spreading on Multilayer Higher-Order Networks.Entropy (Basel, Switzerland) · 2026Article
- Exploring the Relationship Between Susceptibility to Health Misinformation and Vaccine Hesitancy in Poland.Healthcare (Basel, Switzerland) · 2026Article
- Regional and temporal patterns of partisan polarization during the COVID-19 pandemic in the United States and Canada.PloS one · 2026Article
- Easy-access online social media metrics are associated with misinformation sharing activity.Scientific reports · 2025Article
- Information Pathways and Voids in Critical German Online Communities During the COVID-19 Vaccination Discourse: Cross-Platform and Mixed Methods Analysis.Journal of medical Internet research · 2025Article
- Motivations to connect with like-minded audiences increase partisan sharing on social media.PNAS nexus · 2025Article
- Uptake of the COVID-19 vaccine and its association with vaccine information and misinformation in Malawi.Communications medicine · 2025Article
- Perceived medical disinformation and public trust: Commentary on Grimes and Greenhalgh (2024).Journal of evaluation in clinical practice · 2025Article
- Profiling vaccine hesitancy in nursing to tailor public healthcare policies: A cross-sectional international study.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2025Article
- Knowledge, attitudes and acceptance of COVID-19 vaccine among pregnant women in Mbeya Region.PLOS global public health · 2025Article
- Targeting anger for COVID-19 prevention: The motivating role of anger on media use and vaccination intention.PloS one · 2025Article
- Who is perceived to be an expert on COVID-19 vaccines on social media?: Biomedical credentials confer expertise, even among vaccine-hesitant and Conservative observers.Information, communication and society · 2025Article
- Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media.Npj complexity · 2025Article
- Fact-checking information from large language models can decrease headline discernment.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Mobile health clinics for distribution of vaccinations to underserved communities during health emergencies: A COVID-19 case study.Public health in practice (Oxford, England) · 2024Article
- Article
- Political polarization and health.Nature medicine · 2024Review
- Online Media Use and COVID-19 Vaccination in Real-World Personal Networks: Quantitative Study.Journal of medical Internet research · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Understanding how vaccine hesitancy relates to online behavior is crucial for addressing current and future disease outbreaks. We combined survey data measuring attitudes toward the COVID-19 vaccine with Twitter data in two studies (
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.