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Record W4400418857 · doi:10.1186/s40337-024-01045-5

“It’s like building a new person”: lived experience perspectives on eating disorder recovery processes

2024· article· en· W4400418857 on OpenAlex
Andrea LaMarre, Megan Hellner, Scout Silverstein, Jessica H. Baker, Bek Urban, Jacqlyn Yourell, Hannah Wolfe, Taylor Perry, Dori Steinberg

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Eating Disorders · 2024
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsGreenfield Research (Canada)
Fundersnot available
KeywordsReflexivityPsychologyTheme (computing)Lived experienceThematic analysisAutonomyQualitative researchSocial psychologyDevelopmental psychologyPsychotherapistSociologySocial science

Abstract

fetched live from OpenAlex

BACKGROUND: Deeply engaging with the expertise of those who have experienced or supported someone with an eating disorder can add to a growing body of knowledge about recovery processes. In this qualitative study, we sought to explore and generate nuanced understandings of recovery experiences of people with a lived ED experience (first hand or as a caregiver) who were working as mentors in the field. To do this, we focused on changes that occur in personality, traits, and interests over the course of an eating disorder and into recovery. METHOD: We conducted semi-structured interviews with 27 people with an eating disorder history, either through personal lived experience (n = 14) or as a caregiver of a loved one with an eating disorder (n = 13). We undertook a reflexive thematic analysis of the data through a critical realist lens. RESULTS: We developed three themes, which illustrate the nonlinearity, relationality, and systemically linked nature of changes across experiences of having and recovering from an eating disorder. The first theme focuses on expansion; participants described how their worlds got bigger as they explored who they were becoming and discovered new ways of living in line with their values. The second theme emphasizes the balance between support and autonomy participants described as important for enabling change to occur across the recovery process. The last theme highlights the ways in which changes throughout the recovery process entwined with systemic factors, including actively pushing back against diet culture and weight stigma. CONCLUSIONS: Participants' stories highlight interactions between individual, relational, and societal shifts that occur throughout the course of an ED and into recovery. They support ongoing calls to orient to ED recovery as situated within a broader social milieu, which invites us to build supportive environments to enable expansion and flourishing.

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.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.348
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.037
GPT teacher head0.350
Teacher spread0.313 · 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