Olympic Medal-Winning Leadership
Bibliographic record
Abstract
The purpose of this qualitative research was to develop a detailed description of leadership in contemporary Canadian Olympic medal-winning sport to better understand how Olympic podium performances are developed. The integrated research model of Olympic podium performance acted as a theoretical framework and starting point for inquiry. Semi-structured personal interviews were conducted with a purposive sample of ten coaches and twelve athletes who together won gold or silver medals in the 2010 winter Olympic Games. The interview questions were designed to assess the theoretical framework of Olympic medal-winning leadership as well as allow for new themes to emerge from the interview process. Including both coach and athlete perspectives in this research created an opportunity for a nuanced portrait of leadership. Interpretive thematic analysis of the 22 interviews revealed three major themes. Leadership was found to be demanding, relational and solution-focused for all the coaches and a strong consensus was found between the coach and athlete descriptions of leadership. Recommendations are suggested for future research and the development of effective coach leadership behaviours for coaches in the Olympic sport context.
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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 | 0.004 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".