Person-centredness in graduate nursing education: practice development in action
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: Person-centredness is an approach that views each individual as a unique being, and is supported by the values of mutual respect and individual right to self-determination. This approach is currently a prevailing principle in policy, education and practice settings globally. The relevance of person-centredness to postgraduate student learning is immense, as new graduate nurses are expected to assume leadership and advocacy roles in healthcare environments and engage with key stakeholders in the exchange of knowledge to inform practice. The application of person-centred practices by faculty within postgraduate nursing programmes is therefore instrumental in providing students with the necessary supportive environments to acquire the skills for person-centred care. \nMethod: Practice development was used as a foundation for implementing innovative teaching methods for postgraduate nursing students. Nurses enrolled in the advancement of professional nursing practice seminars and practicum, participating in various active learning and critical reflection activities throughout the semester. \nImplications for practice: \nPractice development provides an innovative foundation for postgraduate nursing education \nEducators should consider this unique and person-centred approach as an alternative to the typical pedagogical approach
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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