ArticleCureus2025
COVID-19 Vaccine Willingness and Education Level: A Multinational Cross-Sectional Analysis.
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.
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
2 citing papers in PubMed.
- Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.