Organizational-Level Factors That Influence Women Coaches’ Experiences
Bibliographic record
Abstract
The purpose of this study was to identify the supports and barriers women coaches experience at the organizational level and to determine how those factors influence interpersonal- and individual-level factors within their coaching context. Nine women who coach high school basketball were interviewed at two time points and asked to reflect on organizational-level factors relative to their coaching position and how those factors have shaped their coaching experience over time. Based on the results of the interviews, two organizational-level factors were identified as barriers for participants: navigating inconsistent hiring practices and hypermasculine culture within school sport. The participants described organizational-level factors as influencing their experiences at both interpersonal (e.g., support from mentors, barriers related to the athletic directors) and individual (e.g., age, experience, sexual orientation) levels. The findings provide empirical support for specific organizational factors that contribute to interpersonal- and individual-level coach experiences. The power structures embedded in these associations are defined and discussed.
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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 | 0.001 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".