The Effect of Classroom Simulation on Nursing Students' Self-Efficacy Related to Health Teaching
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this descriptive study was to investigate the effect of classroom simulation on third-year baccalaureate nursing students' self-efficacy in health teaching. Bandura's self-efficacy model provided the conceptual framework. A nonprobability, convenience sample of 22 students completed the self-efficacy questionnaire before and after the simulation workshop sessions. Students' overall self-efficacy scores increased significantly (p = 0.001) following the two sessions of role-playing case studies, suggesting more perceived confidence in performing health teaching. Recommendations include continuing the use of simulation as a teaching-learning method, applying simulation as a strategy to enhance other learner behaviors, and cultivating faculty's use of simulation in their teaching.
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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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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