Team Member Communication and Perceived Cohesion in Youth Soccer
Why this work is in the frame
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Bibliographic record
Abstract
Although it is assumed that athletes need to consider the member-to-member interactions that take place within a team before drawing an accurate perception about the team’s level of cohesion, little research to date has addressed this assumption. The purpose of this study was to examine the intrateam communication and cohesion relationship to determine which types of communication would be associated with perceived task and social cohesiveness in a sample of youth athletes. Youth soccer players ( N = 139, k = 13) completed measures of intrateam communication and task and social cohesion halfway through a competitive season. Separate multilevel analyses were run predicting task and social cohesion. For task cohesion, acceptance, positive conflict, and negative conflict communication emerged as significant predictors, p < .001, accounting for 40% of the total variance. For social cohesion, distinctiveness, positive conflict, and negative conflict communication were significant predictors, p < .001, accounting for 27% of the total variance. Findings provide initial evidence establishing a link between intrateam communication and cohesion in the youth sport context but more importantly suggest both similarities and differences with respect to the specific types of intrateam communication that are associated with task and social cohesion.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it