Sexual and reproductive health and rights in public health education
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
This paper addresses the challenges faced in mainstreaming the teaching of sexual and reproductive health and rights into public health education. For this paper, we define sexual and reproductive health and rights education as including not only its biomedical aspects but also an understanding of its history, values and politics, grounded in gender politics and social justice, addressing sexuality, and placed within a broader context of health systems and global health. Using a case study approach with an opportunistically selected sample of schools of public health within our regional contexts, we examine the status of sexual and reproductive health and rights education and some of the drivers and obstacles to the development and delivery of sexual and reproductive health and rights curricula. Despite diverse national and institutional contexts, there are many commonalities. Teaching of sexual and reproductive health and rights is not fully integrated into core curricula. Existing initiatives rely on personal faculty interest or short-term courses, neither of which are truly sustainable or replicable. We call for a multidisciplinary and more comprehensive integration of sexual and reproductive health and rights in public health education. The education of tomorrow's public health leaders is critical, and a strategy is needed to ensure that they understand and are prepared to engage with the range of sexual and reproductive health and rights issues within their historical and political contexts.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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