Evidence map›Paper›PMID 39749427›Full record

ArticleHuman vaccines & immunotherapeutics2025

Poison, lies, war: A mixed methods content analysis of posts about COVID-19 vaccination on Gab Social.

Alice Marianne Fritz, Andrea M Smith

Abstract read
In one paragraph

Article in Human vaccines & immunotherapeutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Alice Marianne FritzDepartment of Communication Studies, California State University, Los Angeles, CA, USA.ORCID 0000-0001-6025-9899
Andrea M SmithCommunication Department, California State Polytechnic University, Pomona, CA, USA.ORCID 0000-0002-6691-3991

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent surges in COVID-19 cases demonstrate the unabated transmissibility of this disease. Despite the ongoing threat of contagion, however, uptake of the COVID-19 vaccines, especially as booster doses, remains suboptimal among eligible adults and children in the United States, as reported by the World Health Organization (WHO). Public attitudes toward these vaccines remain balkanized, with some groups harboring ambivalence or even opposition to receiving inoculation. Given the challenges for public health posed by the current, and potentially, future pandemics, it is crucial to understand more about how laypersons discuss and frame the vaccination debate in informal, non- or minimally monitored spaces. Following their development, virtual groups were created to share stories about negative reactions to COVID-19 vaccines. Using a mixed methods approach, the present study analyzed a census of 368 posts on Gab Social that articulate users' attitudes toward COVID-19 vaccination. Our approach focused on the framing and themes reflected in the posts, along with specific concerns expressed by users. Key findings include the observation that Gab users frequently frame the COVID-19 vaccination decision as one of whether the vaccines do more harm than good (i.e. helping vs. hurting frame) and that adverse reactions to the COVID-19 vaccines are not being truthfully reported on by mainstream media. Moreover, posts often display an antagonistic "Us vs. Them" perspective that pits vaccine skeptics against adherents. Overall, Gab users expressed strong resistance to the vaccines and distrusted government-issued recommendations to vaccinate, yet valorized medical professionals who advocated for more research on the vaccines' safety. Through these investigations, we hope to derive insights that may inform COVID-19 vaccine promotion; accordingly, practical recommendations are suggested based on our findings.

Indexed as

COVID-19COVID-19 VaccinesVaccinationAdultHealth Knowledge, Attitudes, PracticeHumansPublic OpinionSARS-CoV-2Social MediaUnited StatesCOVID-19 VaccinesCOVID-19framinggab socialpersonal testimoniessocial mediavaccine hesitancyvaccines

Identifiers

PMID39749427
PMCPMC12934140

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.