Toward a Trauma‐Informed Comprehensive School Physical Activity Program: Specifying Feasible Practices Across the School Day
Bibliographic record
Abstract
BACKGROUND: Many students would benefit from trauma-informed physical activity (PA); however, there is a lack of systematic guidance on incorporating trauma-informed practices across school-based PA opportunities. The purpose of this study was to generate a feasible framework for trauma-informed school-based PA. METHODS: Framework development was guided by a modified Delphi approach, including an exploration phase and an evaluation phase. First, a multidisciplinary working group reviewed extant literature, mapping trauma-informed practices onto the domains and components of the Comprehensive School Physical Activity Program (CSPAP). Subsequently, experts (n = 14) provided quantitative feedback on the utility and feasibility of these practices. RESULTS: Thirty-three practices met pre-determined thresholds for utility and feasibility. Across CSPAP domains, this included attending to: (a) safety; (b) positive communication and relationships; (c) empowerment, choice, and voice; (d) emotion management and skill building; (e) instructor competencies and support; and (f) cultural, historical, and gender issues. IMPLICATIONS FOR SCHOOL HEALTH POLICY, PRACTICE, AND EQUITY: Incorporating trauma-informed practices into existing frameworks and approaches to school-based PA may promote uptake of practices that help meet the social and emotional needs of trauma-exposed youth. CONCLUSIONS: The present output provides a foundation for generating tools and supports for incorporating trauma-informed practices into school-based PA promotion efforts.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".