ArticleBMC public health2023
The pervasive association between political ideology and COVID-19 vaccine uptake in Brazil: an ecologic study.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prevalence of COVID-19 vaccine hesitancy in Brazil: a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- Say it right: measuring the impact of different communication strategies on the decision to get vaccinated.BMC public health · 2023Trial
- Pediatric Use of Off-Label Medicines and Nonevidence-Based Supplements for COVID-19: Findings From the 2015 Pelotas Birth Cohort Study (Brazil).Pharmacoepidemiology and drug safety · 2026Article
- COVID-19 pandemic and vaccine hesitancy in a Brazilian state capital.Scientific reports · 2026Article
- Childhood vaccination coverage and socioeconomic inequalities in the Northern region of Brazil.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2026Article
- Vaccine hesitancy in Brazil: post-pandemic challenges and the use of artificial intelligence.Revista de saude publica · 2026Article
- A post-PHEIC review of cultural awareness in the COVID-19 response.Public health reviews · 2026Review
- Vaccination Coverage Against Coronavirus Disease 2019 in People Living on Quilombos in Brazil and Its Association With the Human Development Index and the Quality of the Health System.Journal of medical virology · 2025Observational
- What it takes to become a physician scientist in a low- and middle-income country.PLOS global public health · 2025Article
- Impact of health promotion strategies on HPV vaccination uptake: A descriptive epidemiological study (2019-2024).PloS one · 2025Article
- Politics and confidence toward the COVID-19 vaccination: A Brazilian cross-sectional study.Human vaccines & immunotherapeutics · 2024Article
- Psychosocial Impact of the COVID-19 Pandemic in Brazilian Post-Peak Period: Differences Between Individuals with and Without Pre-Existing Psychiatric Conditions.International journal of environmental research and public health · 2024Article
- Adherence to COVID-19 vaccination recommendations and vaccine hesitancy in US blood donors.Transfusion · 2024Article
- Panic in the Pandemic: Determinants of Vaccine Hesitancy and the Dilemma of Public Health Information Sharing during the COVID-19 Pandemic in Sri Lanka.International journal of environmental research and public health · 2024Article
- COVID-19 Vaccination and Public Health: Addressing Global, Regional, and Within-Country Inequalities.Vaccines · 2024Review
- SARS-CoV-2 transmission in a highly vulnerable population of Brazil: a household cohort study.Lancet regional health. Americas · 2024Article
- Article
- Presidential election results in 2018-2022 and its association with excess mortality during the 2020-2021 COVID-19 pandemic in Brazilian municipalities.Cadernos de saude publica · 2024Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the unequivocal benefits of vaccination, vaccine coverage has been falling in several countries in the past few years. Studies suggest that vaccine hesitancy is an increasingly significant phenomenon affecting adherence to vaccines. More recently, during the COVID-19 pandemic, political views have emerged as an additional influencing factor for vaccine hesitancy.
methodsIn this ecologic study, we used information from publicly available databases to investigate the association between political ideology, depicted by the percentage of votes for the right-wing candidate Jair Bolsonaro in the presidential elections of 2018 and 2022, and COVID-19 vaccination in Brazilian municipalities. The primary endpoint was the COVID-19 vaccination index, calculated as the number of COVID-19 vaccine doses administered up to September 2022 divided by the number of inhabitants in each municipality. The analysis was conducted using Pearson correlation coefficients and linear regression models adjusted for HDI, the percentage of male voters, the percentage of voters who were older than 50 years old, and the percentage of voters with a middle school education or less. In addition, we explored whether the effect of the percentage of Bolsonaro voters on the COVID-19 vaccination index was modified in different quartiles of HDI using an interaction term.
resultsFive thousand five hundred sixty-three Brazilian municipalities were included in the analysis. For both the 2018 and 2022 elections, the percentage of votes for Jair Bolsonaro was significantly and inversely associated with COVID-19 vaccine uptake after adjustment for the sociodemographic characteristics of the voters (change in mean vaccination index in 2018 for each 1% increase in Bolsonaro voters -0.11, 95% confidence interval [CI] -0.13 to -0.08, p < 0.001; change in mean vaccination index in 2022 for each 1% increase in Bolsonaro voters -0.09, 95% CI -0.11 to -0.07, p < 0.001). We also found a statistically significant interaction between the primary predictor of interest and HDI scores, with a more significantly detrimental effect of the right-wing political stance in municipalities in the lower HDI quartiles (interaction p < 0.001 for the first HDI quartile; p = 0.001 for the second HDI quartile).
conclusionOur findings suggest that political ideologies have influenced COVID-19 vaccine hesitancy in Brazilian municipalities, affecting communities inequitably. The politicization of vaccines is a new challenge for vaccine programs. Strategies to face these challenges should include joint efforts from governments and civil society for a common public health goal.
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