A Service-Learning Experience to Teach Baccalaureate Nursing Students About Health Policy
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
Incorporating health promotion strategies in practice, and in particular within healthy public policy based on the Ottawa Charter, is widely recognized as within the mandate of nursing, although evidence suggests that nurses are reluctant to take on this role. An innovative strategy was developed to facilitate baccalaureate nursing students' learning about healthy public policy by immersing them in a real-world service-learning experience. Students partnered with a population, assessed the determinants of health, and implemented a population health promotion strategy that included attention to a health policy issue. Students identified strengths and weaknesses of the existing policy and were required to propose recommendations for change that addressed the social justice issues. Students presented their work to faculty, students, and community partners and developed a written position paper on the topic. Students evaluated the service-learning experience as an excellent experiential learning opportunity.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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