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Record W2442774046 · doi:10.1136/bmj.328.7440.595

Intimate partner violence

2004· letter· en· W2442774046 on OpenAlexaff
Lorraine E. Ferris

Bibliographic record

VenueBMJ · 2004
Typeletter
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDomestic violenceHarmPsychological interventionWarrantSexual violenceCriminologyPsychologyIntimate partnerPoison controlMedicineSuicide preventionSocial psychologyPsychiatryEnvironmental healthBusiness

Abstract

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Intimate partner violence is a major public health and human rights issue. The statistics on its physical, sexual, reproductive, emotional, and financial consequences are alarming. Although men may be abused, women are overwhelmingly the victims of intimate partner violence. Shortly we will have reliable estimates of its international prevalence, determinants, and consequences when the World Health Organization reports on its multi-country study on women's health and domestic violence against women.1 However, as Taft et al remind us in this issue (p 618), intimate partner violence affects entire families, including children, making the statistics even more shocking.2 We need effective interventions to promote the necessary individual and societal changes to tackle current cases of intimate partner violence and to prevent new ones. Unfortunately, there are only a few examples of rigorous evaluations of interventions, and this paucity holds for both developed and developing countries. Without knowledge about whether interventions against intimate partner violence do more good than harm, what should doctors do about offering referrals for confirmed or likely intimate partner violence? Many of those who are struggling with this question have asked the important corollary question—is there sufficient evidence about the benefits and lack of harm of screening for intimate partner violence to warrant its use? Unfortunately, the answer is complex. On the one hand, universal screening for intimate partner violence is generally endorsed by international guidelines because of the desire to cast a wide net, given the adverse effects of intimate partner violence. On the other hand, case identification methods based on presentation of specific signs or symptoms of abuse (diagnostic method) are recommended because this focuses time and resources on identifying the people who are in immediate need of health care. Several systematic reviews favour the diagnostic method, given the lack of evidence for the universal screening approach.3,4 Debate about universal screening versus the diagnostic method will continue until there is evidence about which is more effective and less harmful. What is clear is that if intimate partner violence is detected, a risk assessment needs to be done immediately, and a plan for safety considered. In addition, clinicians should assess the patient for current mental health conditions, particularly depression, since this is strongly associated with intimate partner violence and evidence exists for the effectiveness of screening for and treating depression (p 621).5,6 To answer the original question, we need to identify possible interventions to which referrals could be made (box). Two recent systematic reviews examine the effectiveness of intimate partner violence interventions.4,7 Referral to interventions for victim support seems to be a logical pathway, especially if emergency shelter and counselling are needed. Unfortunately, these interventions have not been critically evaluated despite their widespread implementation, although one randomised controlled trial from the United States with two years' follow up indicates that a specific intervention of post-shelter advocacy and counselling services shows promise.8 Legal remedies such as mandating arrest of alleged abusers and providing court protection through restraining orders have been evaluated, but the results are conflicting.9 The findings indicate there may be confounders—future studies will need adequate power to detect differences in subpopulations. Studies of abuser treatment programmes show mixed results. However, one large multi-site study from the United States showed a moderate effect in reducing recidivism, although dropout rates were high.10 Community based outreach programmes in the United Kingdom and Australia offer promise in dealing with individuals and families,11 and more studies would prove useful. We do not yet have effectiveness studies of coordinated community interventions. Clearly, rigorous trials evaluating the effectiveness of interventions against intimate partner violence are urgently needed.4,7 Studies of demonstration projects are required, as are multi-site and multinational studies of similar interventions. All studies ought to articulate clearly the target population and characteristics of the intervention to allow for replicability. In terms of effectiveness, these studies need objective and valid measures for short and long term follow up of individuals and of the family. Variation in the definition of intimate partner violence, programme structure, and outcome measures may create challenges in discerning which components lead to success or failure, but determining overarching predictive characteristics of effectiveness may be feasible. In the interim, doctors should be referring patients to one or more interventions against intimate partner violence, based on the perceived needs of the patient(s). Individual responses to interventions will vary, and a vigilant approach is appropriate. Ongoing follow up is needed to determine if the violence has ended and if appropriate care is being provided to deal with its aftermath and to prevent its recurrence. Being willing to consider other referral options is essential, as is continuing to provide a supportive and a non-judgmental environment. Intimate partner violence creates great challenges, but regardless of the difficulty, doctors must recognise and respond to it. Hopefully, we will soon be able to offer best practices with respect to interventions, which will be helpful to patients and doctors struggling with this endemic issue. Secondary or tertiary interventions against intimate partner violence to which referrals could be made8 (with examples)* Victim support: Alternative living arrangements (emergency shelters and safehouses) Emotional support (individual or group counselling for the IPV victim and the children of the home) System support (job training, assistance in dealing with government, police and social services) Legal remedies (restraining orders or laying of legal charges) Abuser treatment (group or individual counselling which may or may not be mandated by the courts or which may have legal ramifications for non-attendance) Community based: Outreach work (trained peers or professionals providing follow up or providing community support or advocacy services) Coordinated community interventions (one setting for coordinating services which may offer one site for obtaining help) *(Two other WHO interventions against intimate partner violence are structural—judicial reform (criminalising abuse, mandatory sentences for findings of intimate partner violence) and health care (educative manoeuvres to change attitudes and practices of health practitioners).)

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)0.000
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.616
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.004

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 head0.038
GPT teacher head0.357
Teacher spread0.319 · 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.

Study designNot applicable
Domainnot available
GenreCommentary

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

Citations21
Published2004
Admission routes1
Has abstractyes

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