Prominent themes in drama therapy effectiveness research
Bibliographic record
Abstract
A strong evidence base is critical for deepening our understanding of how drama therapy works, how practice might be improved and how to best support the growth of the profession. Building on a previous investigation, the authors reviewed available peer-reviewed, English language, empirical drama therapy research from 1945–2018 to answer the question: what are the prominent themes in drama therapy effectiveness research? Within an effectiveness context, the following themes emerged from this analysis: emotional and behavioural symptoms, social skills and social interactions, self-confidence and self-esteem, sense of self and identity, self-expression, well-being, emotional regulation, empathy, academic performance, language and linguistic performance, stigma, bodily awareness, empowerment and spontaneity. Emergent trends in the literature are discussed and a summation of findings is presented. In reference to the findings, the authors advance a rationale for increasing drama therapy quantitative research with validated and reliable measures.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.007 | 0.001 |
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; both teacher heads agree on what is shown here.
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".