Student–teacher connection in clinical nursing education
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: The trend toward humanistic nursing education has called for a transformed student-teacher relationship that fosters learning and growth of students and teachers. Although such a relationship has been claimed to form the basis for student-teacher connection and to be a positive influence on students' learning outcomes, there is a paucity of research exploring these claims. Neither the nature of student-teacher connection nor the processes by which it occurs have been described. AIMS: A research study was undertaken to explore and describe undergraduate nursing students' experiences of connection within the student-teacher relationship and the effects of student-teacher connection on students' learning experiences in clinical nursing education. RESEARCH DESIGN: The qualitative research approach of interpretive description was chosen for this study. Unstructured interviews and a focus group were used to collect data from eight undergraduate nursing students. Data were analysed using the process of constant comparative analysis, and revealed four interrelated major categories that formed a description of the students' experience of student-teacher connection. FINDINGS: This article presents part of the findings of this study. After describing the nature of student-teacher connection, the discussion focuses on the influence of teachers and other factors on the formation of student-teacher connection. Relevance is given to this discussion by describing the outcomes of connection for students' clinical learning experiences.
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 | 0.001 | 0.000 |
| 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 it