Motivational dynamic of Nursing students toward a structured written reflective activity: a case study
Why this work is in the frame
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Bibliographic record
Abstract
Structured reflective activities are used in nursing programs to stimulate students to take responsibility for their own learning, improve their clinical judgment, and gain confidence in their professional role. The aim of this case study was to understand students’ motivational dynamic toward a structured written reflective activity. The case in this study is a reflective activity based on a clinical situation taking place in a mental health practicum in a Bachelor of Nursing program. Semidirected interviews were conducted with students (n = 7), and documents relating to the activity were analyzed. A thematic analysis identified three themes that illustrate the motivational dynamic: Experiences and expectations shape my motivation; Program and activity factors influence my sources and manifestations of my motivation; Some strategies motivate me in the face of the complexity of reflective activity. Students’ understanding of reflective activities appears to be central to this motivational dynamic. It is important to use strategies to encourage students to understand and value reflective practice, in order to stimulate their motivation.
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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 | 0.003 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 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