Effects of Clinical Practice Environments on Clinical Teacher and Nursing Student Outcomes
Bibliographic record
Abstract
The purpose of this study was to use a cross-sectional survey design, with an integrated theoretical perspective, to examine clinical teachers' (n = 64) and nursing students' (n = 352) empowerment, teachers' and students' perceptions of teachers' use of empowering teaching behaviors, students' perceptions of nurses' practice behaviors, and students' confidence for practice in acute care settings. In this study, teachers and students were moderately empowered. Teachers reported using a high level of empowering teaching behaviors, which corresponded with students' perceptions of teachers' use of such behaviors. Teachers' empowerment predicted 21% of their use of empowering teaching behaviors. Students reported nurses as using a high level of professional practice behaviors. Students felt confident for professional nursing practice. The findings have implications for practice contexts related to empowering teaching-learning environments and self-efficacy.
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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 | 0.003 | 0.002 |
| 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 | 0.001 |
| 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".