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Record W3118050961

Group Art Therapy for the Psychosocial Dimension of Epilepsy: A Perspective and a Preliminary Mixed-Methods Study

2020· article· en· W3118050961 on OpenAlexaffvenueabout
Ellen Smallwood, Stephen Legari, Signy Sheldon

Bibliographic record

VenueCanadian Journal of Counselling and Psychotherapy · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsMcGill UniversityJewish General Hospital
Fundersnot available
KeywordsPsychosocialArt therapyAttendanceGroup psychotherapyContext (archaeology)PsychologyClinical psychologyMedicinePsychotherapist
DOInot available

Abstract

fetched live from OpenAlex

This article consists of a preliminary study that chronicles an 8-week group art therapy program for people with epilepsy, located in a fine-art museum setting. The study is situated in theories of psychosocial stigma. The primary purpose was to explore whether art therapy could be an effective method to address the psychosocial component of epilepsy treatment in Canada. Secondary questions explored the roles of an open-studio approach and an art therapy program delivered in a fine-art museum context. A mixed-methods (convergent, parallel) design examined the program’s impact for six adults between the ages of 18 and 45 with epilepsy. Psychosocial questionnaires and interviews were administered before and after the group program, and session artworks were examined with Appleton’s (2001) art therapy trauma paradigm. Two groups were compared based on attendance (i.e., attend versus no-attend). Participants who had attended group sessions had substantially reduced scores on questionnaires assessing stress and depression and increased scores on questionnaires assessing self-esteem and quality of life compared to participants who did not attend. The interviews revealed that art therapy increased the attend group’s ability to talk about the impact of epilepsy, to express grief, to make social connections, to navigate treatment stress, and to foster emotional regulation. Group art therapy may improve the psychosocial treatment dimension of epilepsy while acknowledging systemic stigma and social barriers.

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)0.016
metaresearch head score (Gemma)0.008
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 score0.016
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0070.003
Scholarly communication0.0030.002
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.044
GPT teacher head0.334
Teacher spread0.289 · 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

Citations5
Published2020
Admission routes3
Has abstractyes

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