ReviewCampbell systematic reviews2022
Technology-based and digital interventions for intimate partner violence: A systematic review and meta-analysis.
Review in Campbell systematic reviews, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Mobile Apps to Prevent Violence Against Women and Girls (VAWG): Systematic App Research and Content Analysis.JMIR formative research · 2025Pooled it
- Tools for the identification of victims of domestic abuse and modern slavery in remote services: A systematic review.Journal of health services research & policy · 2025Pooled it
- Help, near and far: a systematic review of post-COVID digital mental health solutions for domestic violence victims.Frontiers in public health · 2025Pooled it
- An Empowerment-Based Intervention for Chinese Immigrant Women Experiencing Intimate Partner Violence: Feasibility and Acceptability.Journal of the American Psychiatric Nurses Association · 2025Trial
- Self-Compassion, Health, and Empowerment: A Pilot Randomized Controlled Trial for Chinese Immigrant Women Experiencing Intimate Partner Violence.Journal of interpersonal violence · 2024Trial
- Introducing a Chatbot to Support Victim-Survivors of Domestic Abuse: Victim-Survivor Perspectives.Violence against women · 2026Article
- Assessment of Selective Reporting Biases in Studies Included in Campbell Systematic Reviews: A Systematic Review.Campbell systematic reviews · 2026Review
- Development and Preliminary Evaluation of iCanPlan: A Mobile Health Application for Intimate Partner Violence Prevention in Thailand.International journal of environmental research and public health · 2026Article
- An online intervention targeting intimate partner violence in perinatal women with recent mental health care utilization: a multisite randomized clinical trial.Archives of women's mental health · 2026Article
- Invisible Wounds: A Systematic Review of Domestic Violence Against Women.Healthcare (Basel, Switzerland) · 2026Review
- Intimate partner violence, social support, and depression among women living with HIV in Wakiso District, central Uganda: findings from a sequential mixed-methods study.BMC public health · 2026Article
- Article
- Observational
- Technology-Related Trauma in Sexual and Reproductive Health Digital Technologies: Grounded Theory Study.JMIR formative research · 2025Article
- Evaluating digital intervention approaches for supporting immigrant women with intimate partner violence experiences: Findings from the It's weWomen plus sequential multiple assignment randomized trial (SMART).Contemporary clinical trials communications · 2025Article
- Artificial Intelligence and Automation in Evidence Synthesis: An Investigation of Methods Employed in Cochrane, Campbell Collaboration, and Environmental Evidence Reviews.Cochrane evidence synthesis and methods · 2025Article
- What research evidence is required on violence against women to inform future pandemic preparedness? A scoping review of the research evidence and gaps.BMJ global health · 2024Article
- Safety Planning Interventions for Adults Who Experience Interpersonal Violence: A Systematic Review.Journal of family violence · 2024Article
- Evaluating an App-Based Intervention for Preventing Firearm Violence and Substance Use in Young Black Boys and Men: Usability Evaluation Study.JMIR formative research · 2024Article
- Examining Virtual Delivery of Strength at Home for Intimate Partner Violence Perpetration.Behavioral sciences (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: A growing body of research shows the promise and efficacy of technology-based or digital interventions in improving the health and well-being of survivors of intimate partner violence (IPV). In addition, mental health comorbidities such as anxiety, post-traumatic stress disorder (PTSD), and depression occur three to five times more frequently in survivors of IPV than non-survivors, making these comorbidities prominent targets of technology-based interventions. Still, research on the long-term effectiveness of these interventions in reducing IPV victimization and adverse mental health effects is emergent. The significant increase in the number of trials studying technology-based therapies on IPV-related outcomes has allowed us to quantify the effectiveness of such interventions for mental health and victimization outcomes in survivors. This meta-analysis and systematic review provide critical insight from several randomized controlled trials (RCTs) on the overall short and long-term impact of technology-based interventions on the health and well-being of female IPV survivors. Objectives: To synthesize current evidence on the effects of technology-based or digital interventions on mental health outcomes (depression, anxiety, and PTSD) and victimization outcomes (physical, psychological, and sexual abuse) among IPV survivors. Search Methods: We examined multiple traditional and grey databases for studies published from 2007 to 2021. Traditional databases (such as PubMed Central, Web of Science, CINAHL Plus, and PsychINFO) and grey databases were searched between April 2019 and February 2021. In addition, we searched clinical trial registries, government repositories, and reference lists. Authors were contacted where additional data was needed. We identified 3210 studies in traditional databases and 1257 from grey literature. Over 2198 studies were determined to be duplicates and eliminated, leaving 64 studies after screening titles and abstracts. Finally, 17 RCTs were retained for meta-analysis. A pre-registered protocol was developed and published before conducting this meta-analysis. Selection Criteria: We included RCTs targeting depression, anxiety, PTSD outcomes, and victimization outcomes (physical, sexual, and psychological violence) among IPV survivors using a technology-based intervention. Eligible RCTs featured a well-defined control group. There were no study restrictions based on participant gender, study setting, or follow-up duration. Included studies additionally supplied outcome data for calculating effect sizes for our desired outcome. Studies were available in full text and published between 2007 and 2021 in English. Data Collection and Analysis: We extracted relevant data and coded eligible studies. Using Cochrane's RevMan software, summary effect sizes ( Main Results: Pooled results from 17 RCTs yielded 18 individual effect size comparisons among 4590 survivors (all females). Survivors included college students, married couples, substance-using women in community prisons, pregnant women, and non-English speakers, and sample sizes ranged from 15 to 672. Survivors' ages ranged from 19 to 41.5 years. Twelve RCTs were conducted in the United States and one in Canada, New Zealand, China (People's Republic of), Kenya, and Australia. The results of this meta-analysis found that technology-based interventions significantly reduced Authors' Conclusions: The results of this meta-analysis are promising. Our findings highlight the effectiveness of IPV-mitigating digital intervention as an add-on (not a replacement) to traditional modalities using a coordinated response strategy. Our findings contribute to the current understanding of "what works" to promote survivors' mental health, safety, and well-being. Future research could advance the science by identifying active intervention ingredients, mapping out intervention principles/mechanisms of action, best modes of delivery, adequate dosage levels using the treatment intensity matching process, and guidelines to increase feasibility and acceptability.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.