Association between pattern of team sport participation from adolescence to young adulthood and mental health
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
We examined relationships between pattern of team sport participation during the transition from adolescence to young adulthood (ie, non-participants, initiators, discontinuers, sustainers) and indicators of mental health. Data on team sport participation and mental health from high school to young adulthood were drawn from the longitudinal NDIT study. After controlling for demographics, physical activity, and previous mental health, one-way MANCOVA and ANCOVAs indicated that pattern of team sport participation was associated with stress, F(2,706) =8.28, p < .01, and coping, F(2,706) = 10.66, p < .01 in young adulthood. Compared to non-participants (24% of sample) or those who discontinued team sport after adolescence (51%), individuals who sustained team sport participation from adolescence to young adulthood (22%) reported lower stress and better coping levels. Bivariate regression analysis indicated that, compared to non-participants, team sport sustainers were less likely to experience panic disorder symptoms (OR =0.57, 95% CI [0.34, 0.94], p = .03). There were too few team sport initiators (2%) to be included in analyses. Sustained team sport participation during the transition from adolescence to young adulthood may promote better mental health. Further research is needed to ascertain causality and develop strategies to encourage individuals to join sport teams during adolescence and sustain participation while transitioning to young adulthood.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 it