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the claim

There is a statistically significant relationship between vaccine openness and levels of education

the verdict
SUPPORTED
the evidence backs this
Recorded sources
8 sources for · 0 against

Counts group repeated records of the same source within each side. They do not measure evidence strength or source independence.

Multiple empirical studies demonstrate a statistically significant relationship between educational attainment and openness to vaccination, with higher education generally corresponding to greater vaccine acceptance.

The analysis

The retrieved literature consistently identifies education level as a significant predictor or correlate of vaccine acceptance and hesitancy across various populations and vaccine types (e.g., COVID-19, HPV, mpox, and general immunizations). Numerous cross-sectional studies report statistically significant associations between higher education and positive attitudes toward vaccination or higher uptake. There are no papers refuting this general statistical relationship, leading to a verdict of SUPPORTED.

Evidence for · 8
Recorded source metadata

R. Shekhar, A. Sheikh, Shubhra Upadhyay, Mriganka Singh, Saket Kottewar, Hamza Mir, E. Barrett, S. Pal. COVID-19 Vaccine Acceptance among Health Care Workers in the United States. 2021. https://doi.org/10.1101/2021.01.03.21249184

The study found that COVID-19 vaccine acceptance increased with increasing education levels among healthcare workers.

See more details
More for · 7
Recorded source metadata

Elisabeth W Andersen, Paige E. Kulie, A. Castel, Jose Lucar, Debra A Benator, Alan E. Greenberg, Anne K. Monroe. Mpox Awareness, Risk Reduction, and Vaccine Acceptance among People with HIV in Washington, DC. 2024. https://doi.org/10.3390/pathogens13020124

Results showed that vaccination groups differed significantly by education level and that education was significantly associated with vaccination status.

Recorded source metadata

S. Urazayeva, S. Kurmangaliyeva, A. Kaliyev, K. Tussupkaliyeva, A. Issimov, A. Urazayeva, Zhuldyz K. Tashimova, N. Mussin, T. Begalin, A. A. Amanshiyeva, G. Z. Nurmaganbetova, Shara M. Nurmukhamedova, S. Balmagambetova. Attitude toward vaccination against COVID-19 and acceptance of the national “QazVac” vaccine in the Aktobe city population, West Kazakhstan: A cross-sectional survey. 2024. https://doi.org/10.1371/journal.pone.0303854

Individuals with a college education showed positive attitudes toward vaccination.

Recorded source metadata

R. Lolong, J. Rawis, Jeffry Lengkong, V. Rotty, Krety Debora Welong. The Level of Education, Knowledge, Attitudes and Acceptance of the Covid-19 Vaccine in the North Sulawesi Community. 2023. https://doi.org/10.62711/ijite.v2i3.127

The analysis revealed that education level was significantly correlated with vaccination acceptance, where lower education was linked to incomplete vaccination.

Recorded source metadata

H. Hejaz, Raghad A Fallah, Rawand Al- Jabari, Duha Z Abdeen, Maha Jabari. Knowledge, Attitudes, and Acceptance toward Coronavirus Disease 2019 Vaccine. 2021. https://doi.org/10.36347/sajp.2021.v10i12.003

Acceptance of COVID-19 vaccines was shown to be affected by several factors, including education level.

Recorded source metadata

Pazziwagan CMB, Borillo EB. Knowledge, Attitude, and Practices Assessment of Unvaccinated Adult In-patients Regarding COVID-19 Vaccination in a Tertiary Hospital in Nueva Vizcaya, Philippines: A Cross-sectional Study.. 2026. https://doi.org/10.47895/amp.vi0.10612

Knowledge, attitudes, and practices regarding vaccination statistically differed specifically in those with higher educational attainment.

Recorded source metadata

Magi CE, Poliani A, Campoli A, Marcomini I, Villa G, Bambi S, Rasero L, Iovino P, Longobucco Y. Characteristics of Vaccine-Hesitant and Nonhesitant Parents in Italy: A Cross-Sectional Study.. 2026. https://doi.org/10.1097/nnr.0000000000000890

Vaccine hesitancy among parents was significantly associated with lower educational attainment.

Recorded source metadata

Potamianou E, Dimitriadou I, Saridi M, Toska A, Fradelos EC, Theofilou P, Papagiannis D. Vaccination Uptake and Patient Perceptions Among Haemodialysis Patients: Insights From a Cross-Sectional Study.. 2025. https://doi.org/10.1111/jorc.70039

Higher educational attainment was significantly associated with greater vaccine uptake among hemodialysis patients.

The paper trail · every fact has a biography
first checked02 Aug 2026
judged → SUPPORTED · 9202 Aug 2026
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