Wheelchair Basketball Athletes’ Perceptions of the Coach–Athlete Relationship
Bibliographic record
Abstract
The majority of research on the coach-athlete relationship has been explored from the perspective of able-bodied athletes. The purpose of this study was to explore wheelchair basketball athletes' perceptions of the coach-athlete relationship. Timelining and semistructured interviews were conducted with six wheelchair basketball athletes, and data were analyzed using a reflexive thematic analysis. Athletes highlighted the important role that parasport coaches played in fostering an enjoyable wheelchair basketball environment and valued coaches who displayed expertise regarding their athletes' equipment and had personal parasport athletic experiences. Additionally, athletes identified personal preferences, including coaches who addressed sex differences and maintained professional relationships at the national level as contributing factors to the coach-athlete relationship. The current results benefit both parasport coaches and athletes by providing a portrayal of coaching behaviors, characteristics, and expertise that not only influence the parasport coach-athlete dyad but also affect the well-being and athletic development of parasport athletes.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".