Coronavirus Disease Vaccination Among Persons With Disabilities: Understanding Vaccine Perceptions and Hesitancy in Ghana
Bibliographic record
Abstract
The effects of coronavirus disease 2019 (COVID-19) have been felt globally and in all spheres of life. Developing vaccines was an important milestone in ensuring the protection of lives, but there are concerns about vaccine availability in sub-Saharan African (SSA) countries. The living conditions of persons with disabilities, in particular, in SSA societies have been described as deplorable and unsustainable, and they are at risk of discrimination. Such persons appear to be already struggling to obtain other basic services, and the extent of vaccine accessibility to this population remains unknown. This study aimed to assess the perceptions of persons with disabilities in Ghana of COVID-19 vaccines. Between July 2021 and December 2021, 336 persons with disabilities (hearing, visual, and physical) were recruited from two regions in Ghana. The attitude toward the COVID-19 vaccination scale was adapted for this study. The results showed that persons with disabilities were ambivalent toward vaccination, and differences were observed between participant groups. The background variables found to influence attitude were age, place of residence, educational qualification, gender, and COVID-19 acquisition status. The study concludes with a clarion call to policymakers to expedite public education for persons with disabilities.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".