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Record W4387014011 · doi:10.61473/001c.75448

“Even if I’m well informed, I will never get it”: COVID-19 vaccine beliefs, intentions and acceptability among adolescents and young people in South Africa

2022· article· en· W4387014011 on OpenAlexafffund
Lesley Gittings, Marisa Casale, Natasha Kannemeyer, Nokubonga Rayalo, Lucie Cluver, Jane Kelly, Carmen H. Logie, Elona Toska

Bibliographic record

VenueSouth African Health Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicVaccine Coverage and Hesitancy
Canadian institutionsWomen's College HospitalUniversity of Toronto
FundersFogarty International CenterMedical Research CouncilUK Research and InnovationSocial Sciences and Humanities Research Council of CanadaEuropean CommissionNational Institutes of HealthUNICEF
KeywordsGovernment (linguistics)Vulnerability (computing)PandemicMedicinePopulationVaccinationRisk perceptionPerceptionEnvironmental healthPsychologyCoronavirus disease 2019 (COVID-19)DiseaseInfectious disease (medical specialty)Immunology

Abstract

fetched live from OpenAlex

Vaccines are an essential public health intervention in response to global emerging infectious diseases such as COVID-19. South Africa aims to vaccinate 67% of its population in 2021 to contain the transmission and effects of COVID-19. While evidence suggests that younger South African adults may be less likely to accept vaccines than older adults, little is known about vaccine hesitancy among South African adolescents and young people. This chapter discusses findings on vaccine-related beliefs, intentions and acceptability from participatory work with South African adolescents and young people ages 17 to 29 years, conducted through online closed-group activities. Findings highlight vaccine hesitancy among adolescents and young people that, if not addressed, may undermine the effectiveness of the vaccine-based COVID-19 response. Reasons provided for reluctance to use vaccines include: mistrust of government and scientists; low illness vulnerability perceptions; conspiracy-related beliefs; fear of injections and potential side-effects, and a preference for non-biomedical (traditional and/or natural) remedies. Potential enablers of vaccine acceptability and uptake include: receiving information from trusted sources; the desire for safety; perceived vaccine effectiveness, and observing the safe uptake among trusted people such as peers and family members. Access to accurate information is important, but may in itself be insufficient. We suggest a multi-dimensional approach aimed at addressing perceptions of low vulnerability to disease, mistrust and the perceived effectiveness and safety of vaccines. Ensuring accurate information from trustworthy sources, meaningfully engaging traditional and alternative health practitioners, developing family- and peer-based initiatives, and building trust in government and international health infrastructure may support vaccine uptake, thus strengthening social and health outcomes for South Africa’s next generation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.476
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.032
GPT teacher head0.331
Teacher spread0.299 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations12
Published2022
Admission routes2
Has abstractyes

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