Patient safety: nursing students' perspectives and the role of nursing education to provide safe care
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND AND AIM: Nurses as the largest group of healthcare providers are in the best position to improve patient safety. In preparing future nurses, nurse educators have an important role in developing the knowledge, skills and attitudes among nursing students related to patient safety. The aim of this study was to explore Iranian nursing students' perspectives regarding patient safety and the role of nursing education in developing their capabilities to provide safe care. METHODS: A purposeful sampling strategy was used to recruit 17 junior and senior nursing students for qualitative, semi-structured interviews. Content analysis of the interview transcripts was conducted to identify several relevant themes. FINDINGS: Three main themes emerged from the data analysis: 'safety as patient comfort', 'not being knowledgeable or experienced enough' and 'being helped to internalise the principles and values of patient safety'. The third theme consisted of two categories: 'adopting a humanistic approach towards patients' and 'practising conscientiously in the workplace'. CONCLUSION: The present study adds insights on how nursing students understand and may be helped to internalise concepts of patient safety within their practice. Nursing education curriculum designers need to go beyond theoretical concepts of patient safety education and devise strategies to increase the application of safety knowledge and competencies in nursing practice.
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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 | 0.000 | 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 | 0.000 |
| 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 it