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Record W3006913885 · doi:10.1177/2043610619885390

Allyship and solidarity, not therapy, in child and youth mental health: Lessons from a participatory action research project with psychiatrized youth

2020· article· en· W3006913885 on OpenAlexaff
Maria Liegghio

Bibliographic record

VenueGlobal Studies of Childhood · 2020
Typearticle
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsYork University
Fundersnot available
KeywordsParticipatory action researchSolidarityMental healthMental illnessSociologyYouth studiesCitizen journalismPsychologyAction (physics)Mental distressDistressGender studiesPsychotherapistPolitical sciencePolitics

Abstract

fetched live from OpenAlex

While globally advances have been made to recognize children as social actors in their own right, for psychiatrized young people their experiences of distress are often seen as a limitation and thus used as a justification for denying their meaningful participation in matters of concern to their lives. However, what would it mean if ‘mental illness’ was not seen as a ‘limitation’, but rather as an ‘epistemological position’ from which the social world is experienced, understood and acted upon? What would it mean if our theories about ‘distress’ and ‘helping’ were premised on the subjugated knowledges of psychiatrized children and youth? The consumer/survivor-led research movement has made significant gains in answering these questions for the adult, but not necessarily for the child and youth mental health field. The purpose of this article is to critically examine the significance of psychiatrized young people setting and executing their own research and, ultimately, practice agendas. Presented are the outcomes of an evaluation of a participatory action research project examining the stigma of mental illness conducted with seven psychiatrized youth, 14 to 17 years old. The outcomes suggest our roles as practitioners and researchers need to shift from being ‘agents’ working on behalf of to ‘allies’ working in solidarity with young people to change the social conditions of their marginalization. The article concludes with the limits of consumer/survivor-led research for addressing adultism and, instead, ends with a call for decolonizing children’s mental health.

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 imitation

Not 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.

metaresearch head score (Codex)0.059
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.059
Threshold uncertainty score0.314

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0590.031
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0270.036
Scholarly communication0.0110.005
Open science0.0040.021
Research integrity0.0040.008
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.663
GPT teacher head0.540
Teacher spread0.123 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations13
Published2020
Admission routes1
Has abstractyes

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