Centering Social Justice in Mental Health Practice: Epistemic Justice and Social Work Practice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article examines how mental health social work practice can move outside the hegemony of the medical model using approaches that honor the centering of social justice. By using the philosophical analysis of epistemic injustice and the ethics of knowing, I move out of the traditional psychiatric and psychological conceptual frameworks and discuss new guiding principles for practice. In the context of the radical tradition in social work and the impetus to blend theory with practice, I consider the use of narrative and anti-oppressive approaches to center social justice principles in individual dyadic work as well as in wider systems family and community work and policy advocacy. I evaluate these approaches through the principles of epistemic justice and discuss the importance of a relational collaborative approach where honoring the client and exploring lived experience are central to both the concepts of testimonial justice, hermeneutic justice and anti-oppressive practice.
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.
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 | 0.021 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.019 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.007 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it