ArticlePLOS global public health2022
Using a health belief model to assess COVID-19 vaccine intention and hesitancy in Jakarta, Indonesia.
Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 18 citations in OpenAlex.
- Reaching the margins: examining equity in Indonesia's COVID-19 vaccination strategy.BMJ global health · 2026Review
- Association of SARS-CoV-2 Serology Test Result and COVID-19 Vaccination in Adults: A Multisite Cohort Study.AJPM focus · 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
- Determinants of COVID-19 vaccine hesitancy among healthcare personnel in a secondary-level health facility in Ghana.PLOS global public health · 2025Article
- Lessons learned from Vietnam's first COVID-19 vaccine rollout: tackling vaccine hesitancy and misinformation for future pandemic responses.Frontiers in public health · 2025Article
- Health belief model based predictors and perceptions of COVID-19 vaccination amongst frontline health workers.Bioinformation · 2025Article
- COVID-19 Testing Behavior as a Predictor of COVID-19 Vaccination in Southeastern Louisiana: A Longitudinal Cohort Study.Vaccines · 2024Article
- Predictors of the willingness to receive the third dose of COVID-19 vaccine based on the Health Belief Model: A cross-sectional study in South Khorasan province.Archives of Razi Institute · 2024Article
- Extracting factors associated with vaccination from Twitter data and mapping to behavioral models.Human vaccines & immunotherapeutics · 2023Article
- Article
- Predicting Intention to Receive COVID-19 Vaccination in People Living with HIV using an Integrated Behavior Model.Vaccines · 2023Article
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Since January 2021, Indonesia has administered a nationwide COVID-19 vaccination. This study examined vaccine intention and identified reasons for vaccine hesitancy in the capital city of Jakarta. This is a cross-sectional online survey using the Health Belief Model (HBM) to assess vaccine intent predictors and describe reasons for hesitancy among Jakarta residents. Among 11,611 respondents, 92.99% (10.797) would like to get vaccinated. This study indicated that all HBM constructs predict vaccine intention (P< 0.05). Those with a high score of perceived susceptibility to the COVID-19 vaccine were significantly predicted vaccine hesitancy (OR = 0.18, 95% CI: 0.16-0.21). Perceived higher benefits of COVID-19 vaccine (OR = 2.91, 95% CI: 2.57-3.28), perceived severity of COVID-19 disease (OR: 1.41, 95% CI: 1.24-1.60), and perceived susceptibility of the current pandemic (OR = 1.21, 95% CI: 1.06-1.38) were significantly predicted vaccination intend. Needle fears, halal concerns, vaccine side effects, and the perception that vaccines could not protect against COVID-19 disease emerged as reasons why a small portion of the respondents (n = 814, 7.23%) are hesitant to get vaccinated. This study demonstrated a high COVID-19 vaccine intention and highlighted the reasons for vaccine refusal, including needle fears, susceptibility to vaccine efficacy, halal issues, and concern about vaccine side effects. The current findings on COVID-19 vaccination show that the government and policymakers should take all necessary steps to remove vaccine hesitancy by increasing awareness of vaccine efficacy and benefit interventions.
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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.