Sexual health education: attitudes knowledge and comfort of teachers in New Brunswick schools.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
We surveyed 336 teachers in elementary and middle schools in New Brunswick to assess their attitudes towards sexual health education (SHE) the importance they assign to sexual health topics their knowledge about and comfort teaching these topics and the grade at which they think these topics should be introduced. Ninety-three percent of teachers supported school-based SHE. Most teachers (78%) thought SHE should start in elementary school; 97% indicated it should start by middle school. The teachers reported that the sexual health curriculum should include a broad range of topics yet on average they felt only somewhat knowledgeable about sexual health. Median responses indicated that the teachers also felt only somewhat comfortable teaching most sexual health topics including communicating about sex birth control methods and safer sex practices and sexual coercion and sexual assault; they felt less than somewhat comfortable teaching about masturbation and sexual pleasure and orgasm. There was some variation in responses by gender and teaching level. Although most of the teachers (65%) had received no training to teach SHE. the majority of teachers who had received training rated their training as good or very good. Regarding the quality of SHE in their own schools although 41% of teachers perceived it as good very good or excellent over a quarter of teachers (28%) indicated that they did not know what the quality of SHE was in their school. These findings underscore the need for in-service training to increase teachers knowledge about sexuality and their comfort teaching specific sexual health topics. (authors)
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.
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it