Practice, Performance, and Anxiety: A Pilot Study on Student Perception of Parental Involvement and Formal Music Lessons
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
Parents play a variety of important roles in their children's musical development. However, whether they impact upon children's music performance education and experience has only begun to be considered. The current study sought to examine whether student perception of parent involvement in music and performance education is related to their experience of music performance anxiety. Sixty-two piano students aged 11 to 17 completed a questionnaire regarding their piano studies, their parents’ involvement in them, and their parents’ prior music education. They also completed measures of performance anxiety and self-esteem. Results indicated that parents’ prior music education was significantly associated with performance anxiety in their children. Participant age, self-esteem, and practice time were also significant variables. Measures of parent involvement in music studies and parent response to weak performances were not found to be significantly related to performance anxiety scores. Implications of these findings and directions for furthering this line of research are discussed.
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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 | 0.001 | 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 | 0.001 | 0.001 |
| 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