Association between physical activity and inhibitory control in children
Bibliographic record
Abstract
Evidence supports a positive association between physical activity and executive function in children. How physical activity performed in different contexts associates with inhibitory control remains unclear. This cross-sectional study examined associations between inhibitory control and four measures of physical activity (activity during PE, breaktime, outside school and in sport) in 340 primary school children (8.6 ± 1.6 years old, n = 197 female). In models adjusted for sex, age, adiposity and SES, greater activity during breaktime was associated with fewer commission errors in the sustained attention (β =−0.10, 95%CI: −0.19, −2.95e-03, p = .04) and inhibition tasks (β = −0.06, 95%CI: −0.11, −9.33e-03, p = .02). These results suggest that unsupervised active play at school is associated with higher levels of inhibitory control.
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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 | 0.000 | 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 | 0.000 | 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 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".