Evidence map›Paper›PMID 41654782›Full record

ArticleBMC public health2026

Association between COVID-related health literacy and vaccine acceptance: results of a nationwide cross-sectional study in Hungary.

Yusuf Elisha Karu, Gabriella Mátyás, Ferenc Vincze, Róza Ádány, Éva Bíró

Abstract read
In one paragraph

Article in BMC public health, 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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1 · What the graph read from it

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.

2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yusuf Elisha Karu *Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
Gabriella Mátyás *Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
Ferenc VinczeDepartment of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
Róza ÁdányDepartment of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
Éva BíróDepartment of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary. biro.eva@med.unideb.hu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth literacy is essential for understanding the coronavirus disease 2019 (COVID-19), dealing with health information, and making vaccine-related decisions. We aimed to determine the level of COVID-related health literacy, identify its determinants, and investigate the association between COVID-related health literacy and vaccine acceptance from a sample of adults in the Hungarian population.

methodsIn 2022, we surveyed 1200 Hungarian adults aged 18 and older. It was a probability sample of the Hungarian adult population. A polling company conducted computer-assisted personal interviews to collect data. The questionnaire included items on socio-demographics, health status, vaccine acceptance and COVID-related health literacy. The determinants of COVID-related health literacy and its association with vaccine acceptance were investigated by binary logistic regression.

resultsAlmost half of the sample (43.6%) had a sufficient level of COVID-related health literacy. Being female (odds ratio, OR 1.46), having a tertiary education (OR 2.26), belonging to the normal social status in society (OR 1.74), average or (very) good subjective perception of family wealth (OR 2.08 and 3.28, respectively) and (very) good self-perceived health status (OR 2.58) were associated with a sufficient level of COVID-related health literacy. Vaccine acceptance was positively associated with a problematic or sufficient level of COVID-related health literacy (OR 2.55 and 2.57, respectively), older age (OR 1.02) and completing tertiary education (OR 1.98), while living in smaller cities (OR 0.52) or villages (OR 0.44) and being unemployed (OR 0.47) were negatively associated with vaccine acceptance.

conclusionsVaccine acceptance was positively associated with COVID-related health literacy and negatively associated with unemployment and living in a small town or a village. Therefore, we advocate for programs that targeting these groups to enhance vaccine acceptance.

Indexed as

COVID-19COVID-19 VaccinesHealth LiteracyPatient Acceptance of Health CareVaccination HesitancyAdolescentAdultAgedCross-Sectional StudiesFemaleHumansHungaryMaleMiddle AgedSurveys and QuestionnairesYoung AdultCOVID-19 VaccinesCOVID-related health literacyHLS-COVID-Q22VaccinationVaccine acceptanceVaccine hesitancy

Identifiers

PMID41654782
PMCPMC12977478

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LicenceCC BY
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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.