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Record W4403869558 · doi:10.1186/s40337-024-01110-z

On the Journey: a qualitative study of a community-based, client-centred eating disorder recovery group

2024· article· en· W4403869558 on OpenAlexaffabout
Sophia Guinness, Jasmeen Dourka, Sarah Galway, Hannah Healey, Cynthia Lokker

Bibliographic record

VenueJournal of Eating Disorders · 2024
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsImpactWestern UniversityBrock UniversityLondon Health Sciences CentreMcMaster University
Fundersnot available
KeywordsQualitative researchPsychologyEating disordersPsychotherapistClinical psychologySociologySocial science

Abstract

fetched live from OpenAlex

Community-based eating disorder (ED) treatment frequently includes manualized group-based psychoeducation facilitated by a mental health clinician. Body Brave, a non-profit ED organization, developed a novel, participant-guided, community-based virtual healthcare provider (HCP)-facilitated support program called On the Journey (OtJ). The program was designed for people with longstanding EDs who had previously participated in group or individual ED programs but require continued support in their recovery. The purpose of the study was to describe the development and components of OtJ and to understand participant perceptions of the program and its effect on their recovery. Using a formative and community-engaged research design, we conducted semi-structured interviews with three OtJ facilitators and focus groups with twelve OtJ clients. Transcripts were analyzed using Braun and Clarke’s six-stage approach to reflexive thematic analysis. Four main themes were generated from the data (1) “Designing and Evolving OtJ” (2) “Is OtJ a Treatment or Support Group?” (3) “Fostering a Safe Environment throughout Program Delivery” and (4) “The Power of Lived Experience.” Clients noted several strengths of the OtJ program: fostering a sense of community, valuing client autonomy, and providing accessible ED support. Key considerations for other organizations looking to offer programming similar to OtJ include having skilled and clinically trained facilitators and prescreening discussion topics to ensure that conversations are productive towards recovery. OtJ supports people with longstanding EDs, and other organizations could consider adopting a similar model of care. This study contributes to the growing body of including lived ED experience in research. On the Journey (OtJ) is a community-based eating disorder (ED) support program that is facilitated by healthcare providers. It was created by Body Brave, a non-profit organization from Hamilton, Ontario, Canada. This program is for people who have had an ED for at least two years and want low barrier support from a qualified clinician and others facing similar struggles as they continue to recover. This study describes the creation and implementation of OtJ and describes themes from interviews of clinicians and focus groups with clients of the program. Four main themes were identified (1) “Designing and Evolving OtJ” (2) “Is OtJ a Treatment or Support Group?” (3) “Fostering a Safe Environment throughout Program Delivery” and (4) “The Power of Lived Experience.” Other ED organizations could consider implementing a similar program for their clients with longstanding EDs looking who are seeking accessible support.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.143
Threshold uncertainty score0.921

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.065
GPT teacher head0.381
Teacher spread0.316 · 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 teacher head, 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

Citations0
Published2024
Admission routes2
Has abstractyes

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