Advocating healthy public policy: implications for baccalaureate nursing 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
Advocating healthy public policy is increasingly recognized as an essential strategy for enhancing the health of populations. The purpose of this paper is to discuss the implications this priority area portends for the educational preparation of public health nurses (PHNs). Population health is central to public health nursing, and as such, it is imperative that PHNs employ policy advocacy strategies to influence positively the determinants that affect the health of populations. In this paper, we introduce the concept of healthy public policy and its relevance for public health nursing and baccalaureate nursing education. We outline substantive content areas that are fundamental to policy advocacy, such as determinants of health and their interrelationships, the policy process, and theoretical frameworks consistent with a socioenvironmental approach to health. In addition, we detail examples of specific learning experiences that provide students with opportunities to apply the content. Some of these activities include analysis of a population health issue, developing a position paper or resolution, writing letters to policy makers and the media, and working with lobbyists and policy makers.
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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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 it