Knowledge of and attitudes towards HIV/AIDS among school teachers in Belize
Bibliographic record
Abstract
OBJECTIVES: Although Belize currently has the highest rate of HIV infection in Central America, HIV/AIDS education is not formally included in the school curriculum. We assessed HIV/AIDS-related knowledge and attitudes of Belizean teachers. METHODS: Ninety-one teachers completed a survey of 55 questions developed by the Centers for Disease Control and Prevention (CDC, Atlanta, Georgia, USA). Four outcomes included 'Knowledge of HIV/AIDS', 'Attitude towards people with HIV/AIDS', 'Instructional confidence', and 'Comfort with sensitive topics'. Multivariable linear regression was used to identify factors associated with the outcomes. RESULTS: The majority of teachers scored in the average range for all four outcomes, as defined in this study. Statistically significant higher comfort and confidence levels were found for teachers with prior experience teaching responsible sexuality, those with formal training in HIV/AIDS, and for secondary school teachers. Knowledge scores did not differ significantly between any groups. CONCLUSIONS: While in general teachers in Belize have good HIV/AIDS-related knowledge, attitude, comfort, and instructional confidence, there are several subgroups of teachers who have lower comfort and instructional confidence scores. These subgroups can be targeted for HIV/AIDS training in order to increase their effectiveness as HIV/AIDS educators.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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".