Understanding the nature of mentoring experiences between teachers and student teachers
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
Purpose Mentoring is widely recognised as an effective strategy for supporting the professional learning of teachers and student teachers across different educational contexts. Yet, its effectiveness in initial teacher education (ITE) may be more widely conceived to take account of mentoring as a cultural practice, contributing to a change of professional learning habits and relationships towards collegiate and collaborative reflexivity. The purpose of this paper is to explore the nature of mentoring experiences between teachers and student teachers, how these are embedded within the established professional learning culture of the school and the opportunities for mentoring to affect professional learning. Design/methodology/approach Set within the context of a teacher education reform project in Scotland, involving student teachers, mentors and university tutors, the study adopted a critical constructivist theory stance to explore mentoring relationships. A sequential mixed methods approach informed the collection and analysis of data. Findings Quantitative data point to a diversity of experiences of mentoring amongst teachers and student teachers. Qualitative data provide a nuanced account of participants’ views of their mentoring experiences, pointing to opportunities for revisiting assumptions about learning in the classroom as well as questioning established professional learning patterns. Practical implications The authors conclude that mentoring relationships cannot be disentangled from a critical interrogation of the modes of relationships and values supporting professional learning in ITE. Practical implications centre upon preparation and resources to develop mentoring as a tool for learning, embedded within the professional culture of the school. Originality/value This study reframes the concept of mentoring as a practice that does not simply reinforce professional expectations but seeks to redefine teacher professional learning, pedagogy and social relationships in school contexts.
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 | 0.003 | 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 | 0.000 |
| 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