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Record W4416626709 · doi:10.1186/s40337-025-01452-2

Clinician knowledge and perceptions of evidence-based practice in pediatric eating disorders in Western Canada

2025· article· en· W4416626709 on OpenAlexafffundabout
Amelia Austin, Emily Williams, Melissa Kimber, Alex Burns, Priscilla Karnabi, Gina Dimitropoulos, Jennifer S. Coelho

Bibliographic record

VenueJournal of Eating Disorders · 2025
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsBC Children's HospitalDiscovery CentreAlberta Children's HospitalMcMaster UniversityUniversity of British ColumbiaUniversity of Calgary
FundersCanadian Institutes of Health ResearchCumming School of Medicine, University of CalgaryBC Children's HospitalMichael Smith Health Research BCAlberta Children's Hospital Research InstituteMcMaster UniversityBC Mental Health and Substance Use Services
KeywordsPerceptionEating disordersClinical PracticeMEDLINETraining (meteorology)Affect (linguistics)

Abstract

fetched live from OpenAlex

Evidence-based practice (EBP) for pediatric eating disorders (EDs), including the strongly recommended family-based treatment (FBT), is not always available to children, adolescents or emerging adults and their families. Our aim was to investigate clinician knowledge and perspectives of EBP, including FBT, and explore barriers and facilitators to its implementation. Clinicians working in Western Canada who were engaged in care for pediatric EDs were invited to participate. A multimethod design was employed using an online survey and subsequent phone interview for data collection. Descriptive data was summarized using means and frequencies. Qualitative data was analysed using a mixed approach encompassing inductive and deductive techniques. Eighty-four clinicians completed the survey and 24 completed the interview. A total of 64% of clinicians providing therapy were offering FBT in their practice. Of these, 12.5% had no formal training in the modality. Clinicians identified a range of barriers and facilitators to EBP, including FBT, such as service-centered reasons (inadequate training, staff beliefs around which professionals should be involved, program mandates, and private practice therapists struggling to get other professionals on the ‘same page’ in FBT), clinician-centered reasons (desire to offer more holistic care, lack of inclusion of dietetics, belief that FBT was better suited to hospital settings), and patient/family-centered reasons (co-occurring conditions in parents or children, lack of financial privilege). The barriers to delivering EBP, and low rates of formal FBT training indicate a need to improve capacity building efforts for pediatric ED clinicians, including improved access to training and consultation. Children, youth and their families can experience challenges with accessing timely evidence-based treatment for eating disorders. Our team engaged with clinicians working in British Columbia and Alberta to understand their knowledge and perspectives of care for pediatric eating disorders, and learn about factors that help and hinder the implementation of treatment approaches that are recommended in Canadian guidelines, such as family-based treatment (FBT). Participants completed an online survey and were also invited to take part in a subsequent phone interview, with 84 clinicians taking part in the survey, and 24 in the interview. Nearly two-thirds of therapists were offering FBT in clinical care; however, some of these therapists reported having no formal training in FBT. Clinicians shared a variety of barriers to using evidence-based practice, including FBT, in their clinical work. This study suggests a need to improve access to training and consultation for clinicians to help make evidence-based treatments for pediatric eating disorders more available.

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)0.002
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 score0.618
Threshold uncertainty score0.887

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.030
GPT teacher head0.383
Teacher spread0.353 · 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

Citations0
Published2025
Admission routes3
Has abstractyes

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