Mentoring as a Knowledge Translation Intervention for Implementing Nursing Practice Guidelines: A Qualitative Study
Bibliographic record
Abstract
An interpretive descriptive qualitative study was conducted to explore the characteristics and outcomes of mentoring used for implementing nursing practice guidelines. We interviewed six mentees, eight mentors, and four program leaders who were involved in the Registered Nurses' Association of Ontario fellowship program in Ontario, Canada. Inductive content analysis was used and study rigor was verified using triangulation of findings and member checking. Mentors were described as accessible, dedicated, and having expertise; mentees were described as enthusiastic, self-directed, and having mixed levels of expertise. The mentoring process included building relationships, developing learning plans, and using teaching and learning activities guided by learning plans to support development of mentees. Mentoring was described as positively impacting mentoring relationships, mentees, mentors, and organizations. A central feature of this fellowship program was the learning plan used to identify mentees' needs, guide mentoring activities, and monitor measureable outcomes.
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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 | 0.008 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".