Education and Role Title as Predictors of Enacted (Actual) Scope of Practice in Generalist Nurses in a Pediatric Academic Health Sciences Center
Bibliographic record
Abstract
OBJECTIVE: The aim of this study is to document the enacted (actual) scope of practice (SOP) of nurses in pediatric settings in relation to education level and position. BACKGROUND: Baccalaureate-prepared staff nurses routinely carry out only a fraction of the activities essential for quality of care and patient safety they have been educated for. A direct care nurse clinician role exists for nurses with bachelor's degrees in Quebec, Canada. METHOD: Survey of 301 nurses in a pediatric university hospital in Quebec was conducted. RESULTS: Enacted (actual) SOP for baccalaureate-educated nurses was significantly broader than that of nurses with junior college diplomas and nurse clinicians (baccalaureate-educated) carried out complex activities more frequently. CONCLUSION: The creation of job titling and role descriptions that reflect the upper range of nursing competencies could be an important tool for promoting broadened SOP for baccalaureate nurses.
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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 | 0.001 | 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 | 0.000 | 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".