Fathers' impact on outcomes in the treatment of eating disorders: A scoping review
Bibliographic record
Abstract
OBJECTIVE: Male caregivers' participation in eating disorder (ED) treatment for their affected children is less consistent than female caregivers', with unclear effects. To clarify the impact, this scoping review examined literature on male caregiver involvement in ED treatment, focusing on its impact on fathers, treatment processes, and their affected children. METHODS: A search encompassing English and French peer-reviewed articles from 1990 to 2022 was conducted. Studies distinguishing between mothers and fathers, addressing Diagnostic and Statistical Manual of Mental Disorders or International Classification of Diseases ED diagnoses, and involving active interventions were included. From 1651 initially identified articles, 251 were retained after abstract and title review, and 45 met all criteria. RESULTS: Documented outcomes indicated fathers' engagement in ED treatment improved their well-being and family functioning, but these gains were not consistently tied to treatment outcomes. Father attendance, improved caregiving skills, and their expectations of treatment correlated with better outcomes for their affected child. CONCLUSIONS: Father involvement in ED treatment remains under-explored. This review emphasises fathers' positive impact while highlighting the need to better understand the link with overall patient outcomes. We call for proactive exploration of how to surmount barriers to fathers' involvement and ensure that paternal contributions are optimised in ED treatment alongside those of female caregivers.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.004 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".