The Relationships Between Music Performance Anxiety and the Mindfulness Levels of Music Teacher Candidates
Bibliographic record
Abstract
In this study the relationships between the Music Performance Anxiety (MPA) levels and mindfulness levels of Music Teacher Candidates (MTC) were investigated. A large sample of undergraduate students (N = 524) from seven different universities from around Turkey took place in the study. The data was collected with both Kenny’s MPA inventory and the Five Facets Mindfulness Questionnaire. The Pearson Moments Correlation Coefficient was used in determining the relationships between the MPA and mindfulness levels of the MTC. To determine whether the MPA of students and mindfulness differ in terms of piano lesson achievement and daily piano practice time (DPPT) variables, a variance analysis (ANOVA) and a Kruskal Wallis H test analyses were used. Students’ mindfulness levels were negatively correlated with their MPA levels. Their piano lesson achievement levels had positive relationship with mindfulness and a negative relationship with their MPA. Similarly, their DPPT had a positive relationship with mindfulness and a negative relationship with MPA.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| 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 | 0.001 | 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 source (direct Gemma or distilled Codex), 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".