Epistemic struggles: The role of advocacy in promoting epistemic justice and rights in mental health
Bibliographic record
Abstract
Advocacy for people using health and social care services is widely promoted but its theoretical foundation is under-developed and its impact poorly conceptualised. This paper explores the liberatory potential of independent advocacy, using Fricker's concept of 'epistemic injustice' as a framework. People experiencing mental distress are particularly vulnerable to epistemic injustices as a consequence of deeply embedded social stigma resulting in a priori assumptions of irrationality and unreliability such that their knowledge is often discounted or downgraded. The mental health service user/survivor movement is at the forefront of validating personal experience and narrative to secure a different ontological and epistemological basis for mental distress. A foundational strand of this is advocacy to enable people to give voice to their experience. The case of independent mental health advocacy (IMHA) services under mental health legislation in England, provides an opportunity to critically examine whether advocacy can promote epistemic justice as a result of the legally sanctioned encounter between clinical assessment and subjective experience, pivoting on judgements about risk. This paper draws on empirical data from a national evaluation of IMHA services, which included 90 individual interviews with people subject to detention and three focus groups with mental health service users. Fricker's concept of epistemic injustice is used as a lens to investigate how this type of advocacy might mitigate forms of epistemic injustice, and thereby promote greater social justice in mental health. The concept of epistemic injustice provides a valuable theoretical basis for understanding the worth of advocacy in addressing testimonial injustice as well as its relative weakness in overcoming hermeneutical injustice. The challenge of independent advocacy to the dominant discourse within mental health is considered and questions raised about the place of advocacy in modern democratic mental health systems.
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 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 | 0.047 | 0.086 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.030 | 0.153 |
| Scholarly communication | 0.025 | 0.032 |
| Open science | 0.003 | 0.045 |
| Research integrity | 0.011 | 0.013 |
| Insufficient payload (model declined to judge) | 0.006 | 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; 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".