ArticleVaccine2021
Understanding the messages and motivation of vaccine hesitant or refusing social media influencers.
Article in Vaccine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
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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
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A taxonomy of anti-vaccination arguments from a systematic literature review and text modelling.Nature human behaviour · 2023Pooled it
- Social Perception, Trust, and Reluctance Towards Vaccines: A Bibliometric Analysis (2019-2025).International journal of environmental research and public health · 2026Review
- From Style to Wellness: How Fashion Influencers Are Affecting Healthy Behaviors in Saudi Arabia.Cureus · 2024Article
- COVID-19 and social media: Beyond polarization.PNAS nexus · 2023Article
- COVID-19 Vaccine Hesitancy: Disadvantaged Groups' Experience with Perceived Barriers, Cues to Action, and Attitudes.American journal of health promotion : AJHP · 2023Article
- Exploring parents' views of the use of narratives to promote childhood vaccination online.PloS one · 2023Article
- Hashtag as a new weapon to resist the COVID-19 vaccination policy: a qualitative study of the anti-vaccine movement in Brazil, USA, and Indonesia.Human vaccines & immunotherapeutics · 2022Article
- Article
- Dynamic assessment of the COVID-19 vaccine acceptance leveraging social media data.Journal of biomedical informatics · 2022Article
- Article
- Portrayals of 2v, 4v and 9vHPV vaccines on Chinese social media: a content analysis of hot posts on Sina Weibo.Human vaccines & immunotherapeutics · 2021Article
- Insights into vaccine hesitancy from systems thinking, Rwanda.Bulletin of the World Health Organization · 2021Article
- Is It All a Conspiracy? Conspiracy Theories and People's Attitude to COVID-19 Vaccination.Vaccines · 2021Article
- Recurrent respiratory papillomatosis: A 2020 perspective.Laryngoscope investigative otolaryngology · 2021Review
- Media Data and Vaccine Hesitancy: Scoping Review.JMIR infodemiologyArticle
- Negative COVID-19 Vaccine Information on Twitter: Content Analysis.JMIR infodemiologyArticle
- Associations Between Social Networks and COVID-19 Vaccine Uptake in 4 Rural Alabama Counties: Survey Findings.Public health reports (Washington, D.C. : 1974)Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
backgroundWhile anti-vaccine messages on social media have been studied for content, reach, and effectiveness, less is known about those who create and promote the messages. Online influencers, or 'everyday people who are influential within their online social networks', are viewed as trusted voices who are often making similar life decisions as their followers. Therefore, their experiences with and perspectives on health issues can be persuasive.
methodsWe collaborated with a formal network of online influencers to interview, using a semi-structured interview guide, vaccine hesitant influencer mothers about their views on vaccination; their process for developing health-related social media content; their motivation to promote anti-vaccine messages; and their opinions on current vaccination messaging. Prescreening ensured a diverse sample by race/ethnicity, age, education, number of children, and geographic residence. Interviews occurred by telephone, were audio recorded, and transcribed. Themes were generated independently by two coders using a deductive coding approach.
resultsWe interviewed 15 online influencer mothers from across the U.S. (average age 39 years old; all married; 13 Caucasian, 1 African American, 1 Hispanic). In some capacity, 5 of the 15 wrote about vaccination on their blog. Those who chose not to post anti-vaccine content did so for fear of alienating followers or having their platform be the site of combative discourse among readers. When researching their social media posts, the influencers did not trust mainstream sources of health information and relied on alternative sources and search engines. IMPLICATIONS: This exploratory study interviewed influential mothers who have the ability to spread anti-vaccine messages on social media. While most do not contribute to the anti-vaccine sentiment, understanding the motivation and practices of those that do assists the public health community in better understanding the online vaccination communication environment, leading to more effective messages to counterbalance anti-vaccine content on social media.
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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.