A Longitudinal Study of the Effect of Organized Physical Activity on Free Active Play
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
PURPOSE: The relationship between organized sport participation and positive youth development is well established. However, overinvolvement in sport and organized physical activity has been identified as having a potentially negative effect. Overscheduling and its impact on free play is one concern, given the importance of free play to overall health and development. Currently, it is not known if greater participation in organized sport has a positive or negative effect on discretionary free play in children and youth. METHODS: The Physical Health and Activity Study Team study was a 5-yr, longitudinal cohort study that followed 2278 fourth grade children (ages 9-10 yr). Organized sport and free play was assessed in the fall of each school year from fifth to eighth grades using self-report questionnaires. RESULTS: Using mixed-effects modeling, we found that higher participation in organized sport was associated with increased participation in free play over time (coefficient = 0.20, P < 0.001). Although this effect was independent of age and socioeconomic status, we did find that boys with high levels of organized participation reported the highest levels of free play overall. CONCLUSIONS: Possible explanations for this association are related to the role sport might play in supporting physical literacy and the development of fundamental movement skills, allowing children to participate in more active free play pursuits. It might also be the case that active children simply seek out both organized and unorganized physical activity opportunities during this developmental period. Limitations and implications for further research and policy are discussed.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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