SynthesisHuman vaccines & immunotherapeutics2023
Intention to receive COVID-19 vaccine and its health belief model (HBM)-based predictors: A systematic review and meta-analysis.
Synthesis in Human vaccines & immunotherapeutics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled 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.
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
30 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- COVID-19 Vaccine Hesitancy: Umbrella Review of Systematic Reviews and Meta-Analysis.JMIR public health and surveillance · 2024Pooled it
- COVID-19 vaccination intention among nursing, medical, and dental students: A systematic review and meta-regression analysis.Human vaccines & immunotherapeutics · 2023Pooled it
- Association of the HPV vaccination intention‒behavior gap with ehealth literacy and health beliefs among chinese female college students: cross-sectional study.Scientific reports · 2026Article
- Interactive, Personalized Patient Decision Aid for COVID-19 Vaccination in Canada: User-Centered Design Approach.JMIR human factors · 2026Article
- Predictors of COVID-19 vaccine uptake and preferences for service delivery among people who inject drugs accessing a syringe service program.Harm reduction journal · 2026Article
- Factors influencing influenza vaccine hesitancy among cancer patients: a multicenter cross-sectional study based on the Health Belief Model.BMC infectious diseases · 2026Article
- Beyond emotions: Social cognitive predictors of COVID-19 vaccination intentions before and after vaccine roll-out.PLOS global public health · 2026Article
- Willingness among adults in the United States to receive a combination influenza and COVID-19 vaccine.Human vaccines & immunotherapeutics · 2025Article
- Introducing the Adherence Promotion with Person-centered Technology (APPT) trial: Rationale, methods, and baseline characteristics.Contemporary clinical trials · 2025Article
- Factors influencing COVID-19 vaccine uptake among vulnerable communities in Texas: Perceptions of 2-1-1 helpline callers.Vaccine · 2025Article
- Article
- Association Factors of Self-Management Behaviour Among Lung Transplant Recipients Based on Health Belief Model: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2025Article
- Role of Individual, Social and Health Factors as Determinants of COVID-19 Vaccine Hesitancy: Results from the Second Phase of the Italian EPICOVID19 Web-Based Survey.International journal of environmental research and public health · 2025Observational
- Determinants of COVID-19 vaccine hesitancy among healthcare personnel in a secondary-level health facility in Ghana.PLOS global 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
- Testing the mediating effect of risk perception on the relationship between e-health literacy and infectious disease prevention behaviors among young adults based on the IMB model.Frontiers in public health · 2025Article
- A qualitative study on barriers and facilitators of COVID-19 vaccination during pregnancy among pregnant women in Malaysia.PloS one · 2025Article
- Analysis of public opinion polls about COVID-19 vaccines: Theoretical and policy implications for vaccine communication and campaigns to address vaccine hesitancy.Human vaccines & immunotherapeutics · 2024Article
- Assessing the determinants of influenza and COVID-19 vaccine co-administration decisions in the elderly.Human vaccines & immunotherapeutics · 2024Article
- Factors Influencing Moroccans' Intention to Get the COVID-19 Vaccine: Results From a Cross-Sectional Study.Cureus · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The purpose of the research was to pool the intention to receive the COVID-19 vaccine and its health belief model (HBM)-based predictors, which is helpful for decision-makers and program managers around the globe. The relevant database was searched and Joanna Briggs Institute (JBI) appraisal checklist was used to evaluate the studies. I2 test and funnel plot was utilized to check heterogeneity and publication bias, respectively. DerSimonian and Laird random-effects model was used. The overall pooled intention to receive COVID-19 vaccine globally was 67.69%. Higher levels of perceived susceptibility (AOR = 1.85), perceived severity (AOR = 1.45), perceived benefits (AOR = 3.10), and cues to action (AOR = 3.40) positively predicted the intention; whereas high level of perceived barrier negatively predicted it (AOR = 0.53). Health beliefs influenced COVID-19 vaccine intention globally. This implies that individuals need sound health education and publicity about vaccines before vaccination.
Indexed as
Identifiers
What Socratic holds
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 Socratic graph.