Evidence map›Paper›PMID 42113956›Full record

ArticleHuman vaccines & immunotherapeutics2026

Interplay between vaccine-related informational milestones, social media discourse, and vaccine administration rates for human papillomavirus and measles/mumps/rubella vaccines in the United States.

Augustine Annan, Dong Wang, Jingcheng Du, Varun Kumar Nomula, Majid Rastegar-Mojarad, Paula M Frew, Amanda L Eiden

Abstract read
In one paragraph

Article in Human vaccines & immunotherapeutics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Augustine AnnanIMO Health, Rosemont, IL, USA.
Dong WangMerck & Co., Inc., Rahway, NJ, USA.ORCID 0009-0003-3322-6284
Jingcheng DuIMO Health, Rosemont, IL, USA.
Varun Kumar NomulaIMO Health, Rosemont, IL, USA.
Majid Rastegar-MojaradIMO Health, Rosemont, IL, USA.
Paula M FrewMerck & Co., Inc., Rahway, NJ, USA.
Amanda L EidenMerck & Co., Inc., Rahway, NJ, USA.ORCID 0000-0001-9422-1215

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The digital age has profoundly transformed public health communication. This study investigated the interplay between vaccine-related informational milestones, social media discourse, and vaccine administration trends for human papillomavirus (HPV) and measles, mumps, and rubella (MMR) vaccines from 2011 to 2019. The goal was to understand how vaccine-related public health and policy events align with online discourse and vaccination behaviors. This retrospective study utilized sentiment analysis of Reddit, X, and YouTube posts categorized as positive, neutral, or negative. Medical claims data from the Merative MarketScan Commercial Database were analyzed to track HPV and MMR vaccine administration rates. Vaccine-related informational milestones were compiled from the Immunization Action Coalition, Centers for Disease Control and Prevention, Food and Drug Administration, and Advisory Committee on Immunization Practices. A total of 110 informational milestones were identified. Social media discussions were primarily neutral (59%), with positive sentiments declining from 35% to 24% between 2011 and 2019. HPV vaccine discussions demonstrated a stable positive-to-negative sentiment ratio (2.75:1 by 2019), while MMR discussions surged during specific events, notably the 2015 Disneyland measles outbreak. Informational milestones often coincided with increased social media activity. HPV vaccination rates peaked in August, and MMR rates showed gradual increases with consistent seasonal peaks. Although increased online discussions rarely correlated with immediate behavioral changes, our analysis reveals intricate relationships between informational milestones, social media sentiment, and vaccine administration rates. Public health communication strategies should consider the nature of these events and the timing of announcements to effectively engage the public and promote vaccination.

Indexed as

Measles-Mumps-Rubella VaccinePapillomavirus VaccinesSocial MediaVaccinationHumansPapillomavirus InfectionsPublic HealthRetrospective StudiesUnited StatesMeasles-Mumps-Rubella VaccinePapillomavirus VaccinesHPV vaccineMMR vaccinepublic health communicationsocial mediavaccination trendsvaccine discourseVaccine hesitancy

Identifiers

PMID42113956
PMCPMC13166259

What OpenQuestion holds

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LicenceCC BY-NC
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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.