The Effect of Coaching Practices on Psychological Contract Fulfillment of Student-Athletes
Bibliographic record
Abstract
Abstract We examine the relationships between coaching practices, psychological contract fulfillment and the impact it has on satisfaction and in-role behavior of student-athletes. We surveyed a total of 183 student-athletes in Canada. Utilizing Partial Least Squares path modeling algorithm, the results confirm that the extent of psychological contract fulfillment is positively related to satisfaction and role-behavior. In addition, practices of compensation, information sharing, and security (i.e. ensuring continuation of position on the team) are related to fulfillment of psychological contracts. However, the data does not provide support for the idea that training is related to the fulfillment of psychological contracts. The results suggest that universities can manage students-athletes’ expectations by institutionalizing coaching practices that signal commitments for compensation, information sharing, and provide assurance of position on the team. Such practices have potential to improve the athlete’s performance.
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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 | 0.002 | 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".