Modified School-Based Facing Your Fears for Students with Autism Spectrum Disorder and Anxiety: A Preliminary Quasi-Experimental and Qualitative Analysis
Why this work is in the frame
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Bibliographic record
Abstract
With a high prevalence of anxiety among children with Autism Spectrum Disorder, researchers have identified implementing effective treatments in real-world settings as a priority. In the present study, multiple methods were employed to evaluate the effectiveness of educators delivering a modified school-based Facing Your Fears Cognitive Behavior Therapy program to treat anxiety among students with Autism Spectrum Disorder. Participants included 5 students, 6 educators and 7 parents. Settings were a public elementary school and private school. Multiple methods included a quasi-experimental group design, time series design, semi-structured interviews and focus groups. Quantitative results indicated that with training and on-going feedback educators obtained a modest level of fidelity in implementing the intervention. Non-significant decreases in student anxiety symptoms across all informant ratings (students, parents and teachers) were observed. Social validity ratings across participants were high. Qualitative findings revealed the following themes: (a) outcomes; (b) program structure; (c) inclusion; and (d) factors critical for success. These preliminary results offer a model for researchers to collaborate with key stakeholders in adapting interventions for use in schools, bridging the gap between research and practice. They highlight educator’s ability to deliver empirically-supported treatments to address anxiety among students with Autism Spectrum Disorder.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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