Clinical Social Work Practice in Canada: A Critical Examination of Regulation
Bibliographic record
Abstract
Purpose: The most common form of social work (SW) practice in Canada is clinical which requires specialized knowledge and advanced clinical skills. The SW profession is more than 100 years old, but regulation is new to Canada and presently most jurisdictions have regulatory bodies to advance safe, competent, and ethical practices. Regulatory bodies establish admission requirements, standards of practice, ethical guidelines, supervision, continuing education requirements, and measures for complaints and discipline. Methods: This article examines regulation of SW practice in Canada with a focus on registration requirements, clinical SW designation, use of controlled acts such as psychotherapy and diagnosis, supervision, continuing education, technology, private practice, and how regulatory bodies address diversity, equity, reconciliation, racism, and discrimination. Results: This critical examination of clinical SW practice found inconsistent standards across the country. Conclusions: It is important to harmonize the three pillars including education, association, and regulation to strengthen clinical SW practice in Canada.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.086 | 0.175 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.013 | 0.016 |
| Science and technology studies | 0.035 | 0.039 |
| Scholarly communication | 0.020 | 0.004 |
| Open science | 0.006 | 0.007 |
| Research integrity | 0.003 | 0.008 |
| 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 source (direct Gemma or distilled Codex), 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".