“Unlearning and Relearning”: Adolescent Students’ Perspectives on Transitioning to a New Teacher and Environment
Bibliographic record
Abstract
Throughout the learning process, it is common for students to transition to a new teacher, whether they relocate, decide to change teachers, or study at a summer program. During this transition, students must adapt to a potentially different pedagogical philosophy, language, and performance expectations. Using a multiple case study research design, we explored the perceptions of four adolescent violin students who experienced this transitional process while studying with Mimi Zweig at the four-week Indiana University Summer String Academy. We analyzed the interview data, observations, and external data sources through the lens of attribution theory. Results indicated that the participants not only acquired greater self-efficacy and motivation after studying with a new teacher but also endured performance anxiety. These findings inform studio instrumental instructors of the challenges students experience when studying with a new teacher and the physiological and emotional challenges that often accompany change.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".