Clinical Outcome and Client Satisfaction of an Anger Management Group Program
Bibliographic record
Abstract
This retrospective quasi-experimental study evaluated the effectiveness of an anger management group program for clients with mental health problems. The program, based on the cognitive-behavioral approach, was offered by outpatient mental health occupational therapy services of a community general hospital. Sixty-four clients, about 59% diagnosed with depressive disorder, enrolled in the program and participated in the study. The pre-treatment and post-treatment scores of the participants on the Anger Control Inventory and the State-Trait Anger Expression Inventory were compared. The results indicated significant reduction in the overall experience of intense anger, improvement in cognitive and behavioural coping mechanisms, and significant improvement in anger control after treatment. Most respondents (90%) found the program definitely helpful. The pace of the program and the variety of learning activities were identified as areas for improvement. The results showed the program had positive impact on anger management. Useful suggestions were identified for continuous quality improvements of the program.
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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 | 0.001 | 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) | 0.001 | 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".