ReviewVaccines2023
How Well the Constructs of Health Belief Model Predict Vaccination Intention: A Systematic Review on COVID-19 Primary Series and Booster Vaccines.
Review in Vaccines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled 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.
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.
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Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effectiveness of stage-of-change (SOC)-tailored interventions in increasing uptake of any type of vaccination: A systematic review and meta-analysis.Applied psychology. Health and well-being · 2025Pooled it
- The determinants of COVID-19 vaccination intention: a meta-review.Frontiers in public health · 2023Pooled it
- Dynamic trends and determinants of COVID-19 vaccine hesitancy among adults in China during 2021-2022: A multilevel analysis based on four national cross-sectional surveys.Human vaccines & immunotherapeutics · 2026Article
- Assessing psychological antecedents of vaccination in family health center visitors.Primary health care research & development · 2026Article
- Latent profile analysis and influencing factors of proactive health behaviors in hypertensive patients from the perspective of the health belief model.Frontiers in public health · 2026Article
- Willingness among adults in the United States to receive a combination influenza and COVID-19 vaccine.Human vaccines & immunotherapeutics · 2025Article
- Hepatitis B vaccination coverage and associated factors among adults in Somalia: a cross-sectional study.BMC public health · 2025Article
- Article
- Vaccines and Vaccination: Feature Papers.Vaccines · 2025Article
- Evolving impact of the COVID-19 pandemic in chronic dialysis recipients in France.Communications medicine · 2025Article
- Article
- Informing future seasonal influenza and COVID-19 vaccination campaigns based on past experience: a mixed-method approach with eligible populations and healthcare professionals.Frontiers in public health · 2025Article
- Predictors of COVID-19 vaccination intention among students in Ghana: An application of the Health Belief Model and Theory of Planned Behaviour.PLOS global public health · 2025Article
- Assessing the Saudi Ministry of Health Instagram messaging through the lens of the health belief model.Frontiers in public health · 2025Article
- Predicting COVID-19 vaccine uptake: Comparing the health belief model and theory of planned behavior.Human vaccines & immunotherapeutics · 2024Article
- Evidence brief on facilitators, barriers and hesitancy of COVID-19 booster doses in Canada.Canada communicable disease report = Releve des maladies transmissibles au Canada · 2024Article
- Exploring COVID-19 Vaccine Decision Making: Insights from 'One-Shot Wonders' and 'Booster Enthusiasts'.International journal of environmental research and public health · 2024Article
- Factors related to first COVID-19 booster vaccine acceptance in Indonesia: A cross-sectional multi-center study.Narra J · 2024Article
- Article
- Association between vaccination beliefs and COVID-19 vaccine uptake in a longitudinal panel survey of adults in the United States, 2021-2022.Vaccine: X · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This systematic review synthesizes the findings of quantitative studies examining the relationships between Health Belief Model (HBM) constructs and COVID-19 vaccination intention. We searched PubMed, Medline, CINAHL, Web of Science, and Scopus using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and identified 109 eligible studies. The overall vaccination intention rate was 68.19%. Perceived benefits, perceived barriers, and cues to action were the three most frequently demonstrated predictors of vaccination intention for both primary series and booster vaccines. For booster doses, the influence of susceptibility slightly increased, but the impact of severity, self-efficacy, and cues to action on vaccination intention declined. The impact of susceptibility increased, but severity's effect declined sharply from 2020 to 2022. The influence of barriers slightly declined from 2020 to 2021, but it skyrocketed in 2022. Conversely, the role of self-efficacy dipped in 2022. Susceptibility, severity, and barriers were dominant predictors in Saudi Arabia, but self-efficacy and cues to action had weaker effects in the USA. Susceptibility and severity had a lower impact on students, especially in North America, and barriers had a lower impact on health care workers. However, cues to action and self-efficacy had a dominant influence among parents. The most prevalent modifying variables were age, gender, education, income, and occupation. The results show that HBM is useful in predicting vaccine intention.
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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.