Key Outcomes and Ingredients of an Adolescent Day Treatment Program
Bibliographic record
Abstract
The current study evaluated an adolescent day treatment program (ADTP) located in Alberta, Canada. Specifically, this study addressed three primary research questions: (a) Do youth attending the current ADTP experience significant improvements in their mental health following treatment? (b) Is there a significant difference in mental health outcomes for youth attending the current programming offered at the ADTP compared to those who attended the previous program, after controlling for admission severity? and (c) What do youth attending the current ADTP experience as helping, hindering, and missing from their treatment experience? A mixed methods sequential explanatory design was employed to evaluate the effectiveness of the program while ascertaining in-depth accounts of youths’ experience of day treatment. Results of the statistical analyses supported both the overall and relative effectiveness of the current programming in terms of significantly reducing problem severity (i.e., HoNOSCA scores). In addition, a qualitative analysis conducted using the Enhanced Critical Incident Technique identified 114 helping and 48 hindering critical incidents (CIs), as well as 14 wish list (WL) items, which were organized into 14 categories. These categories were organized into five distinct yet overlapping elements of effective day treatment for youth: (a) the therapeutic milieu (b) group-facilitated learning, (c) peer-centered growth, (d) a unique school experience, and (e) a graduated discharge. Each of these elements is discussed in relation to their importance, as expressed by youth in the present study, as well as their fit with existing literature. In addition, recommendations for practice stemming from the integration of findings are discussed, including strengthening the therapeutic milieu, capitalizing on peer-centered growth, and continuing to utilize the DBT-skills group and transition phase activities.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.000 | 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 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".