Are Parental Perceptions of Risk and Attitudes Towards Risk-Taking During Play Associated With Preschoolers’ Physical Activity and Physical Literacy?
Bibliographic record
Abstract
Purpose: To explore whether parental perceptions of risk and attitudes towards risk-taking during play are associated with preschoolers’ physical activity (PA) and physical literacy (PL). Methods: Nova Scotia preschoolers (35 boys, 17 girls; mean age = 3.8 years) and parents (n=52 pairs) provided data. Linear regressions assessed associations of risk perceptions and attitudes with children’s PA and PL, controlling for children’s age (p<0.05). Results: Perceptions of risk were significantly associated with preschoolers’ PA (r=0.24, p=0.05), and predicted 11.6% of the variance in PA. Findings revealed a significant positive relationship between attitudes towards risky-play and PL (r=0.21, p=0.05), explaining 14.7% of the variance in PL. Conclusion: This evidence supports growing literature around the value of risky-play to children’s development and parents’ influence in risk-taking behaviour.
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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".