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Record W4366773097 · doi:10.3390/socsci12040251

Honouring Differences in Recovery: Methodological Explorations in Creative Eating Disorder Recovery Research

2023· article· en· W4366773097 on OpenAlexaboutno aff
Andrea LaMarre, Siobhán Healy-Cullen, Jessica Tappin, Maree Burns

Bibliographic record

VenueSocial Sciences · 2023
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsnot available
Fundersnot available
KeywordsConversationMainstreamVariety (cybernetics)PsychologyEating disordersSociologyEmbodied cognitionDistressVisual researchMeaning (existential)Social psychologyPsychotherapistAestheticsEpistemologyVisual artsCommunication

Abstract

fetched live from OpenAlex

What would it look like to honour differences in eating disorder recovery? Recoveries from eating disorders and eating distress are enacted in relation to discursive, material, and affective flows that open and constrain different possibilities for differently embodied people. Yet, the pull toward establishing consensus on “what recovery is” continues to dominate the landscape of both qualitative and quantitative eating disorder recovery work. While researchers from a variety of perspectives, disciplines, and methodological traditions have sought to establish consensus on what recovery “is”, a singular definition remains elusive. Indeed, when researchers continue to adopt the same methodologies—which largely emphasize establishing patterns of sameness—the opportunity to dig into contradictions and tensions that enliven recoveries is missed. In this paper, we reflect on our experiences conducting creative, collaborative, generative research to re-write, re-design, re-draw, and otherwise re-imagine recoveries. The knowledge generated in our research is co-constructed with people with living experience of disordered/distressed eating/eating disorders who spoke back to mainstream recovery discourses (e.g., the idea that recovery is about perfection, that recovery is linear, that one is either recovered or not, that the word “recovered” encapsulates the experience, etc.). We engaged with 12 participants: four in an online group workshop and eight in individual online sessions. Participants held a variety of experiences and backgrounds from Canada, the United States, and Aotearoa New Zealand. We explored their journeys into this conversation with us, the meaning of recovery, and their thoughts on what makes recovery im/possible. Participants were offered several options for creative engagement and took up the idea of “creativity” in ways as different as the stories they shared. Participants created collages, short stories, poems, drawings, and told stories about their experiences. Here, we discuss methodological insights gained from asking participants to lead the creative process. We also explore how this project potentially enables different ways of thinking about and doing eating disorder recovery. Delving into the differences in both method and content opens up opportunities to take seriously the different relational, material, and affective constellations of participants’ living experiences of eating distress/disorder “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)0.005
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.867

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0010.001
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 head0.565
GPT teacher head0.537
Teacher spread0.028 · 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

Citations6
Published2023
Admission routes1
Has abstractyes

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