Exploring coaches' experiences and perceptions of a virtual parasport coach mentorship program
Bibliographic record
Abstract
Partnering with a provincial coaching association in Canada, we explored the experiences and perceptions of 15 mentor and 29 mentee coaches who participated in a formal virtual parasport coach mentorship program. Data were gathered via focus groups and individual interviews and analyzed using a reflexive thematic analysis. Mentor coaches built a virtual relationship through mutual trust and respect and were perceived by their mentees as supportive, motivating, and knowledgeable. Mentee coaches valued conversations with their mentors surrounding disability-specific knowledge that enhanced their coaching efficacy. Coaches highlighted the need for a greater sense of community within parasport and recommended keeping a virtual component of the program to foster accessibility and learning. Findings provide insight into effective mentorship in parasport for researchers, practitioners, and organizations overseeing this important initiative. Our results will contribute to higher quality experiences for Canadian parasport coaches and athletes and work to progress the growth of parasport worldwide.
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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 | 0.000 | 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 | 0.001 |
| 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 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".