MétaCan
Menu
← Back to cohort
Record W3111519519 · doi:10.1136/bmjopen-2019-034295

Two-year follow up of a cluster randomised controlled trial for women experiencing intimate partner violence: effect of screening and family doctor-delivered counselling on quality of life, mental and physical health and abuse exposure

2020· article· en· W3111519519 on OpenAlexfundno aff
Kelsey Hegarty, Jodie Valpied, Angela Taft, Stephanie Brown, Lisa Gold, Jane Gunn, Lorna O’Doherty

Bibliographic record

VenueBMJ Open · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
FundersMedical Research CouncilUniversity of MelbourneMonash UniversityUniversity of BristolDeakin UniversityUniversity of OxfordNational Health and Medical Research CouncilMcMaster UniversityQueen Mary University of London
KeywordsMedicineMental healthDomestic violenceQuality of life (healthcare)AnxietyPsychological interventionIntervention (counseling)Cluster randomised controlled trialDepression (economics)Randomized controlled trialSuicide preventionPsychiatryPoison controlFamily medicineNursingMedical emergency

Abstract

fetched live from OpenAlex

OBJECTIVES: This was a 2-year follow-up study of a primary care-based counselling intervention (weave) for women experiencing intimate partner violence (IPV). We aimed to assess whether differences in depression found at 12 months (lower depression for intervention than control participants) would be sustained at 24 months and differences in quality in life, general mental and physical health and IPV would emerge. DESIGN: Cluster randomised controlled trial. Researchers blinded to allocation. Unit of randomisation: family doctors. SETTING: Fifty-two primary care clinics, Victoria, Australia. PARTICIPANTS: Baseline: 272 English-speaking, female patients (intervention n=137, doctors=35; control n=135, doctors=37), who screened positive for fear of partner in past 12 months. Twenty-four-month response rates: intervention 59% (81/137), control 63% (85/135). INTERVENTIONS: Intervention doctors received training to deliver brief, woman-centred counselling. Intervention patients were invited to receive this counselling (uptake rate: 49%). Control doctors received standard IPV information; delivered usual care. PRIMARY AND SECONDARY OUTCOME MEASURES: Twenty-four months primary outcomes: WHO Quality of Life-Bref dimensions, Short-Form Health Survey (SF-12) mental health. SECONDARY OUTCOMES: SF-12 physical health and caseness for depression and anxiety (Hospital Anxiety Depression Scale), post-traumatic stress disorder (Check List-Civilian), IPV (Composite Abuse Scale), physical symptoms (≥6 in last month). Data collected through postal survey. Mixed-effects regressions adjusted for location (rural/urban) and clustering. RESULTS: No differences detected between groups on quality of life (physical: 1.5, 95% CI -2.9 to 5.9; psychological: -0.2, 95% CI -4.8 to 4.4,; social: -1.4, 95% CI -8.2 to 5.4; environmental: -0.8, 95% CI -4.0 to 2.5), mental health status (-1.6, 95% CI -5.3 to 2.1) or secondary outcomes. Both groups improved on primary outcomes, IPV, anxiety. CONCLUSIONS: Intervention was no more effective than usual care in improving 2-year quality of life, mental and physical health and IPV, despite differences in depression at 12 months. Future refinement and testing of type, duration and intensity of primary care IPV interventions is needed. TRIAL REGISTRATION NUMBER: ACTRN12608000032358.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0060.003
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0120.001

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.

Opus teacher head0.074
GPT teacher head0.421
Teacher spread0.347 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
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

Citations13
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueBMJ Open→Same topicIntimate Partner and Family Violence→French-language works237,207→