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Record W4361209619 · doi:10.1080/15504263.2023.2192175

A Qualitative Assessment of the Treatment Needs of Women with Concurrent Eating and Substance Use Disorders in a Residential Setting

2023· article· en· W4361209619 on OpenAlexaffabout
Elspeth Humphreys, Tessa Ladner, Jenna van Draanen

Bibliographic record

VenueJournal of Dual Diagnosis · 2023
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsUniversity of British ColumbiaBritish Columbia Centre on Substance UseFraser Health
Fundersnot available
KeywordsFocus groupSubstance abuseQualitative researchTherapeutic communityEating disordersSubstance useQualitative propertyNeeds assessmentPsychologyPsychiatryMedicineClinical psychology

Abstract

fetched live from OpenAlex

Objectives: Eating and substance use disorders (SUD) are generally treated separately, leaving eating disorders (ED) overlooked within substance use treatment. The frequent co-occurrence of SUD and ED is well documented. Despite their many similarities and frequent co-occurrence, these two disorder types continue to be largely treated separately–either sequentially, with the most severe disorder addressed first, or concurrently but in separate programs. Our study, therefore, responds to this lacuna of data on patient and provider treatment needs for integrated ED and SUD treatment, centering the perspectives of women with lived experience of ED and SUD to support the development of therapeutic groups for women in treatment programs. Methods: This study was designed as a needs and assets assessment to determine the needs and priorities of women with concurrent ED and SUD for developing group programs. Participants for the needs assessment included both staff members (n = 10) and women receiving treatment (n = 10) who were recruited from a 90-day residential treatment program for women with SUD in British Columbia, Canada. Interviews and focus groups conducted with participants were audio-recorded and transcribed verbatim. Data were thematically analyzed and coded using Dedoose software. Results: Six key themes emerged from the qualitative data and were organized into sections with sub themes. An overarching premise from both staff and program participants was the need for concurrent therapeutic programming, nutritional support, and medical monitoring. The six discrete themes that were elicited included the similarities between ED and SUD, gaps in treatment, community support, family involvement, program participant treatment suggestions, staff treatment suggestions, and family involvement. Conclusions: Throughout this qualitative study, the need for screening and assessment of both disorders along with integrated treatment was stressed by participants, both program participants and staff alike. These findings complement current literature and suggest that pursuing concurrent treatment design may be helpful in addressing unmet program participant needs and could provide a more holistic framework for recovery.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.299

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.046
GPT teacher head0.400
Teacher spread0.354 · 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 designObservational
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

Citations3
Published2023
Admission routes2
Has abstractyes

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