Childhood Participation in After-School Activities: What is to be Expected?
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
Participation is recognised as a key to health and wellbeing and is considered to be a vital part of the development of children and youth. The purpose of this study was to examine the participation patterns of children and adolescents in their time outside formal school. More specifically, the influence of age and gender on after-school participation patterns was explored. Method: Three hundred and thirty-two children and adolescents (5 to 18 years old) were divided into five age groups and completed the Children's Assessment of Participation and Enjoyment (CAPE). To test the interaction effect of gender and age on participation measures, ANOVAs were conducted. Results: The results indicated differences with moderate to high effect size in participation patterns across age, where a decline in participation was detected as children made the transition to adolescence. Differences with negligible effect size in participation were found between boys and girls in some of the activity types. No interaction effect between age and gender was observed. Conclusion: Participation patterns change with age, particularly as children make the transition to adolescence; however, this change does not depend on gender. Intervention strategies might take into account these inherent changes. Future studies might consider additional factors (for example, environment) while examining participation throughout age.
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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 | 0.001 |
| Open science | 0.000 | 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