FRIENDS Parent Project: Effectiveness of Parent Training in Reducing Parent Anxiety in a Universal Prevention Program for Anxiety Symptoms in School Children
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
Abstract Anxiety is the most pervasive childhood mental health disorder today. This study examined the parent component of a school-based universal prevention and early intervention program. Participating parents ( N = 122) completed four measures on anxiety, the Anxiety Sensitivity Index, the Center for Epidemiological Studies-Depression, the Penn State Worry Questionnaire, and the Screen for Child Anxiety Related Emotional Disorders, before and after the parent program. The effectiveness of the program was investigated by analysing mean scores of the parent self-reported anxiety symptoms and parent reports of child anxiety symptoms. The main analyses conducted were 2 × 2 between-within ANOVAs for each measure. The hypothesis that parents who participated in the program ( n = 20) would report reduced anxiety symptoms for themselves and for their children when compared to parents who did not attend ( n = 120) was not confirmed. The parent's satisfaction level with the program was also studied, with high acceptability ratings providing strong social validity for this program. Implications of the findings, strengths, limitations and suggestions for further research are discussed.
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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 | 0.001 |
| 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 it