Strength at Home Couples program to prevent military partner violence: A randomized controlled trial.
Bibliographic record
Abstract
OBJECTIVE: We evaluated the efficacy of Strength at Home Couples, a cognitive-behavioral trauma-informed intimate partner violence (IPV) preventive intervention for married or partnered military service members or veterans. No prior randomized controlled trial had supported the efficacy of such an intervention in this population. METHOD: Participants included 69 male service members or veterans and their female partners. Recruitment was conducted from February 2010 through August 2013, and participation occurred within 2 Department of Veterans Affairs hospitals. All couples completed an initial assessment including diagnostic interviews and measures of physical and psychological IPV and were randomized by cohort to a supportive prevention couples group or Strength at Home Couples. All couples were reassessed at postintervention and at 6 and 12 months follow-ups. RESULTS: Both service members or veterans and their female partners engaged in fewer acts of reported physical and psychological IPV in the Strength at Home Couples condition relative to supportive prevention, and relative risk of physical violence was lower for both members of the dyad in Strength at Home Couples at follow-up assessments (male service member or veteran IPV relative risk [RR] = .53; female IPV RR = .43). Those in Strength at Home Couples evidenced significantly greater program completion than did those in supportive prevention (RR = 1.73; 95% confidence interval [1.00, 2.99]). Exploratory analyses did not find differences between groups on relationship satisfaction. CONCLUSION: Results provide support for the efficacy of Strength at Home Couples in preventing physical IPV and reducing psychological IPV. These results have important implications for preventing violence and associated physical and mental health problems. CLINICAL TRIALS REGISTRATION: Trial Registry Name: Strength at Home Couples Program; Registration Number: NCT00827879; URL: https://clinicaltrials.gov/ct2/show/NCT00827879?term=strength+at+home&rank=1 (PsycINFO Database Record
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".