Storytelling as a tool: A family‐based intervention for newly resettled Syrian refugee children
Bibliographic record
Abstract
Abstract The conflict in Syria has resulted in a humanitarian emergency and one of the largest refugee crises in history. The Canadian government has welcomed over 40,000 Syrian refugees. Stressors caused by instability, conflict, and the resettlement process put refugee children at high risk for mental health problems. Anxiety is a common problem experienced by refugee children. Thus, early intervention is crucial to promote their adequate adaptation and development. This study explores the impact and value of a culturally specific family‐based storybook intervention for newly resettled Syrian refugee children. Six refugee families participated. Anxiety symptoms were measured before and after the intervention, and families shared their experiences, thoughts, and feedback regarding the intervention. The results showed a significant decrease in children's anxiety symptoms. Furthermore, qualitative analyses demonstrated that the intervention was culturally relevant to Syrian refugee families and that it was effective in promoting children's overall well‐being, agency, and family connectedness.
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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 | 0.001 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".