Evidence map›Paper›PMID 40630377›Full record

ArticleCureus2025

COVID-19 Vaccine Willingness and Education Level: A Multinational Cross-Sectional Analysis.

Samantha R Karp, Youry B Jean, Opeoluwa A Ashiru, Shahid B Rangrej

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Samantha R KarpMedical School, Saint James School of Medicine, Arnos Vale, VCT.
Youry B JeanMedical School, Saint James School of Medicine, Arnos Vale, VCT.
Opeoluwa A AshiruMedical School, Saint James School of Medicine, Arnos Vale, VCT.
Shahid B RangrejAnatomy/Research, Saint James School of Medicine, Arnos Vale, VCT.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose This study aims to examine the relationship between individuals' education levels and their willingness to receive the COVID-19 vaccine. Understanding vaccine willingness and its influences allows for the identification of vulnerable communities in the face of global viral pandemics such as COVID-19. By identifying vulnerable populations, such as individuals who have restricted access to education, public health officials can create more effective targeted interventions to increase vaccine willingness and uptake. Methodology Surveys were administered online and in person, targeting adults aged 18 years or older, and were designed to achieve broad geographical reach. Participants self-reported their highest level of education and rated statements related to COVID-19 vaccine willingness, perceived importance, and understanding. Data were analyzed using Microsoft Excel for Mac (version 16.70 23021201) (Microsoft® Corp., Redmond, WA). Results Results from our study demonstrate that individuals with higher education levels were significantly associated with greater vaccine willingness (B = -0.99, p < .001); since reverse scoring was utilized, lower willingness scores reflected greater willingness. The regression model accounted for 36.4% of the variance in willingness (R² = 0.364), suggesting a moderate to strong relationship within our sample. Conclusion As vaccine hesitancy remains a global challenge, our findings highlight education level as a potential strategy for addressing vaccine willingness across multiple countries within our sample. Having a well-rounded understanding of the key factors that influence vaccine willingness is significant for informing efficient public health policies.

Indexed as

coronavirus covid-19covid 19covid 19 vaccinelevel of educationpublic health and safetysocio demographic factorsvaccination uptakevaccine hesitancyvaccine refusalvaccine willingness

Identifiers

PMID40630377
PMCPMC12237217

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.