Intimate Partner Violence Research Research Articles

Differences in intimate partner violence exposure across college, crowdsourced, and at-risk samples.

Intimate partner violence (IPV) is a pervasive and common form of violence against women. IPV is multifaceted, with physical, sexual, and/or psychological means of perpetration, and has detrimental effects on women's mental health. IPV generally affects women; however, how IPV differentially affects different groups of women is less clear. Women who are socioeconomically vulnerable are often considered at risk for IPV, although women in college are also often the topic of IPV research due both to high rates of IPV and to ease of study recruitment. There is increasing research on the effects of IPV in a third group of women, those recruited through online platforms (i.e., crowdsourcing). How IPV differs across these three samples has yet to be examined. In this study, we examined differences in IPV exposure across three samples of women, at risk (n = 144), college (n = 654), and crowdsourced (n = 168), using a Bayesian approach to general linear modeling. Results indicated that the majority of women in each sample experienced some IPV. Results further suggested that women in the crowdsourced sample had the highest exposure to IPV in general and to physical IPV, sexual IPV, and IPV-related injury in particular, whereas women in the at-risk sample had the highest rates of psychological IPV. These findings highlight the importance of sampling in studies of IPV and thus have ramifications for future research. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Intimate Partner Violence-Related Brain Injury: Unmasking and Addressing the Gaps.

Intimate partner violence (IPV) is a significant, global public health concern. Women, individuals with historically underrepresented identities, and disabilities are at high risk for IPV and tend to experience severe injuries. There has been growing concern about the risk of exposure to IPV-related head trauma, resulting in IPV-related brain injury (IPV-BI), and its health consequences. Past work suggests that a significant proportion of women exposed to IPV experience IPV-BI, likely representing a distinct phenotype compared with BI of other etiologies. An IPV-BI often co-occurs with psychological trauma and mental health complaints, leading to unique issues related to identifying, prognosticating, and managing IPV-BI outcomes. The goal of this review is to identify important gaps in research and clinical practice in IPV-BI and suggest potential solutions to address them. We summarize IPV research in five key priority areas: (1) unique considerations for IPV-BI study design; (2) understanding non-fatal strangulation as a form of BI; (3) identifying objective biomarkers of IPV-BI; (4) consideration of the chronicity, cumulative and late effects of IPV-BI; and (5) BI as a risk factor for IPV engagement. Our review concludes with a call to action to help investigators develop ecologically valid research studies addressing the identified clinical-research knowledge gaps and strategies to improve care in individuals exposed to IPV-BI. By reducing the current gaps and answering these calls to action, we will approach IPV-BI in a trauma-informed manner, ultimately improving outcomes and quality of life for those impacted by IPV-BI.

Trajectories of intimate partner violence and their relationship to stress among young women in South Africa: An HPTN 068 study.

One in four South African women will experience intimate partner violence (IPV) in their lifetime, potentially increasing their biological stress. In South Africa, limited IPV and stress research has utilized multiple timepoints or examined modifying factors. Cash transfers (CTs) are associated with reduced IPV and stress and may be an intervention target. We used data-driven methods to identify longitudinal IPV trajectory groups among South African adolescent girls and young women (AGYW), estimate each group's association with stress, and assess modification by a CT. A total of 2,183 South African AGYW ages 13 to 24 years from the HIV Prevention Trials Network 068 study were randomized to a CT or control group. Physical IPV was measured five times (2011-2017), and stress was captured once (2018-2019). Stress measures included the Cohen Stress Scale and stress biomarkers (C-reactive protein (CRP), cytomegalovirus (CMV), herpes simplex virus type-1 (HSV-1)). Group-based trajectory modeling identified IPV trajectories; ordinal logistic regression estimated the association between trajectory group and stress. A two-group quadratic trajectory model was identified (higher trajectory group = 26.7% of AGYW; lower trajectory group = 73.3%). In both groups, the probability of IPV increased from ages 13 to 17 years before declining in early adulthood. However, the higher group's probability peaked later and declined gradually. The higher trajectory group was associated with an increased odds of elevated CRP (OR: 1.41, 95% CI [1.11, 1.80]), but not with other stress measures. The CT modified the relationship with CMV: a positive association was observed among the usual care arm (OR: 1.59, 95% CI [1.11, 2.28]) but not the CT arm (OR: 0.85, 95% CI [0.61, 1.19]). Sustained IPV risk during adolescence was associated with elevated CRP in young adulthood. The relationship between IPV and elevated CMV was attenuated among those receiving a CT, suggesting that CTs could possibly reduce biological stress due to IPV.

Scoping Review of Intimate Partner Violence Prevention Programs for Undergraduate College Students.

Recognizing that intimate partner violence (IPV) negatively affects college students' health and well-being, colleges offer preventive interventions to address these effects. However, scholarly evidence on this effort has been limited, such that we know little about the risk factors addressed, theoretical approaches, target outcomes, and other essential intervention characteristics. To address this gap, this study reviewed evidence-based IPV preventive interventions conducted in U.S. colleges reported in 25 peer-reviewed articles and dissertations published between 2010 and 2020. Findings showed that IPV preventive interventions for college students were designed to address multilevel risk factors of IPV, typically via bystander interventions and emerging skill-building interventions. Most IPV preventive interventions were theoretically driven primary preventions or a combination of primary and secondary preventions. Most studies of program outcomes focus on awareness of IPV and bystander roles, but 44% of the included articles measured participants' behavioral outcomes (e.g., actual bystander behavior, reaction to IPV disclosure, IPV screening behavior, social emotional skill use, or decreased rates of IPV perpetration) based on participants' use of skill-building components (e.g., bystander strategies, healthy relationship skills, conflict resolution, communication skills, empathy, and self-regulation). Student participants in the included studies were predominantly white (>60%) and only two studies included any Latinx students or students at historically Black colleges and universities. This review indicates that future IPV prevention practice, policy, and research must further define and explore how multilevel IPV prevention approaches can address the various systems level of needs among diverse student subpopulations.

Development and validation of the Informal Supporter Readiness Inventory (ISRI).

This article outlines the development and validation of the Informal Supporter Readiness Inventory (ISRI), based on the model developed by the present authors in (Davies, 2023). This scale assesses the readiness of informal supporters to intervene or provide support in situations of intimate partner violence (IPV). The research followed a three-phased procedure of item development, scale development, and scale evaluation; adhering to best practice guidelines for psychometric development and validation. This process provided empirical substantiation for the domains of the Model of Informal Supporter Readiness (Davies, 2023). The 57-item ISRI incorporates four primary factors: normative, individual, goodman-emotional, and situational-assessment. These factors demonstrated robust internal consistency and factor structures. Additionally, the ISRI evidenced strong test-retest reliability, and both convergent and divergent validity. Although aligning closely with the Model of Informal Supporter Readiness, the scale revealed a nuanced bifurcation of situational factors into situational-emotional and situational-assessment. The ISRI offers an important advancement in IPV research by highlighting the multifaceted nature of informal supporter intervention. The findings have several implications, from tailoring individualised supportive interventions to strengthening support networks and empowering survivors. The present study's findings underscore the potential of adopting a social network-oriented approach to interventions in IPV scenarios. Applications for research and practice are discussed.

Self-reported intimate partner violence among men who have sex with men at an urban Australian sexual health clinic.

In Australia, 17% of women and 6% of men have experienced intimate partner violence (IPV). Although most IPV research has focused on heterosexual partnerships, studies suggest that men who have sex with men (MSM) may experience IPV at similar or higher rates than those documented among women. IPV may also take different forms among MSM and have different health and social impacts. This study aims to assess the utility of a screening tool for identifying and responding to IPV among MSM attending a sexual health clinic in Sydney, Australia. Between 1 June 2020 and 30 June 2022, MSM clients were screened using standardised questions to identify IPV experienced within the preceding 12months. Answers to the screening questions were correlated with data collected routinely at the initial clinic visit, including age, employment, country of birth, drug and alcohol use, sexual partner numbers, and any history of sex work, pre-exposure prophylaxis use and HIV status, as well as any bacterial STI diagnosed at the initial visit. There were 2410 eligible clients and of these, 2167 (89.9%) were screened during the study period. A total of 64 men (3.0%) (95% CI 2.3-3.8%) reported experiencing physical violence or intimidation in the past 12months. Controlling for age, men who were born in Australia were 2.03 (95% CI: 1.04-3.01) times more likely to report IPV, and men who had Medicare were 2.43 (95% CI: 0.95-3.90) times more likely to report IPV than those who did not. Those who had ever injected drugs were 5.8 (95% CI: 1.87-9.73) times more likely to report IPV, and men with sexualised drug use were 4.11 (95% CI: 2.03-6.19) times more likely. Those that were employed or studying were 72% (95%CI: 0.13-0.42) less likely to report IPV. The prevalence of reported IPV in our study was lower than that reported by others, which may be due to differences in recruitment methods and questions asked. Associations between IPV in MSM and injecting drug use and sexualised drug use highlight that clinicians should be aware of the impact and potential for IPV particularly in those with risk factors.

Digital privacy is a sexual health necessity: a community-engaged qualitative study of virtual sex work and digital autonomy in Senegal

The COVID-19 pandemic highlighted the harm reduction potential of virtual sex work (VSW) such as video or audio calls with clients. VSW limits exposure to COVID-19 and STIs. However, sex workers using digital technologies face high risks of technology-facilitated intimate partner violence (IPV), such as non-consensual distribution of intimate images. This study explored perceived risks and benefits of VSW, including the salience of STI harm reduction. Ethnographic interviews and participant observation with self-identified cis women sex workers in Dakar between January 2018 and August 2019 informed a further period of focused data collection in June 2022, in which two key research participants and the author devised a goal of concrete community benefit: a list of contextually relevant digital privacy precautions and resources. Brainstorming this list during workshops with 18 sex workers provided prompts for participant perspectives. While participants generally preferred VSW, citing STI prevention as a key reason, most resumed in-person sex work after COVID-19 curfews lifted; social risks of digital privacy breach and potential outing outweighed physical risks of contracting STIs. Participants proposed privacy features for mobile applications to make VSW viable and benefit from STI prevention. Their reflections call on tech companies to embed values of informed consent and privacy into platform design, shifting the burden of protecting privacy from individuals to companies. This study addresses a gap in technology-facilitated IPV research, which has concentrated on Euro-American contexts. Participant perspectives can inform action in technology policy sectors to advance criminalised communities’ rights to sexual health, privacy, and autonomy.

Fostering Change: Black Women's Motivations for Participating in Intimate Partner Violence Research

This qualitative study was informed by critical race feminism and sought to examine Canadian Black women's motivations for participating in the research study that explored their experiences with the police in the context of intimate partner violence (IPV), and the key factors that complicated their decisions. Semistructured interviews were conducted with 25 self-identified women over the age of 18. Findings indicated that Black women's experiences of anti-Black racism and various forms of systemic barriers influenced their decisions to disclose their experiences of IPV. Key themes included the invisibility of Black women's narratives, fostering political change, and the impact of racialized and gendered insider positionality. Given these findings, positioning Black women's narratives at the centre of IPV research creates opportunities for Black women to share their experiences of IPV, recognizes them as experts of their own experiences, identifies their differential experiences accessing services and supports and the barriers that impact their participation in research studies. The study provides strategies on how to increase Black women's participation and engagement in IPV research.

The Coping Strategies of Intimate Partner Violence Survivors

This study investigates the prevalence of coping strategies (CSs) among women with intimate partner violence (IPV) experience in Jordan and the relationships between types of IPV, demographic factors, and CSs (problem-focused strategies [PFS], emotion-focused strategies [EFS], and avoidance-oriented strategies [AOS]) that they use. It also explores the predicting factors affecting the types of CSs applied. Eighty-nine Jordanian and Syrian women who experienced abuse were involved in the study. The data were collected using the revised version of the Conflict Tactics Scale (Straus et al., 1996) and the Coping Inventory for Stressful Situations: Situation-Specific Scale (Endler & Parker, 1990). The results indicated a moderate use of PFS and EFS and mid-to-high use of AOS. The psychological aggression and physical violence, injuries, help-seeking, education level, children, and marriage duration were significantly related to the use of all three strategies. Employment status, age, legal residency, and negotiation skills had no significant relationships with the used CSs. The regression results indicated that children, psychological aggression, and asking for help predicted 49% and 41% of the covariance of using PFS and EFS, respectively, while the number of children, physical violence, and injuries predicted 81% of the covariance of using AOS. The study suggested the importance of supportive social services for women with IPV experiences. The clinical practice implications for helping women who experience IPV and future research were discussed.

Gender Directionality of Intimate Partner Violence and Relationship Quality Among Chinese Couples.

Gender symmetry is a long-standing controversy in intimate partner violence (IPV) research. This study explored the gender directionality of IPV and differences in the quality of relationships between different dyadic patterns. IPV experiences and relationship quality of 371 heterosexual couples were examined. Results indicate that females reported more IPV perpetration than males. Generally, the male-only IPV and bidirectional IPV couples showed lower levels of relationship quality compared with female-only IPV and no-IPV couples. Future studies should realize that different dyadic types of IPV may have different mechanisms and consequences, and more attention should be paid to gender directionality.

Economic Empowerment for Victims of IPV in Rural Areas

Intimate Partner Violence (IPV) is a current epidemic affecting women around the country. One in three women will experience sexual assault, physical violence, or stalking by an intimate partner in her lifetime (Showalter, 2016). IPV can take many forms including physical, sexual, emotional, psychological, and economic abuse and can have serious impacts on one’s health. Within IPV research, there have been unique barriers identified in rural areas. These communities have a significant lack of resources including hospitals, domestic violence shelters, and providers that provide trauma-informed care. Recent literature has suggested economic empowerment approaches to promoting an end to IPV in rural communities. Economic empowerment involves providing victims with the resources and skills they need to regain confidence and a sense of self after experiencing abuse.

Intimate partner violence among adolescents: Prevalence rates after one decade of research.

Intimate partner violence research and intervention strategies have grown substantially over the last two decades. However, little research has examined whether the intimate partner prevalence has changed or remained stable over time in Spain. Moreover, few studies have analyzed whether intimate partner violence prevalence rates among genders and age groups have fluctuated similarly or not. The aim of this study was to analyze the trends observed in intimate partner violence perpetration and victimization rates among adolescents in three sample cohorts from Spain interviewed in 2006, 2010, and 2016 (4591 Spanish adolescents; 53.6% girls and 46.2% boys). ANCOVA was used to compare the population means between the cohorts: sex, age, and the type of intimate partner violence, for example, verbal, physical, and sexual. The results showed a significant decrease in intimate partner violence rates from 2006 to 2016, which was more noticeable within the first half of this decade. Throughout the decade, the girls perpetrated more verbal and mild physical assaults, while the boys perpetrated more sexual assaults. However, these results suggest a clear bidirectional intimate partner violence dynamic between the genders. Additionally, late adolescence reported a higher prevalence of aggressions. The results highlight the need to adapt current prevention strategies considering the differences in the intimate partner violence trajectories based on sex and age, with the aim of regaining the marked rate of decline in aggression observed up to 2010.

Types of Economic Abuse in Postseparation Lives of Women Experiencing IPV: A Qualitative Study from Finland.

There is growing interest in economic abuse as a form of violence against women, but the research has largely addressed cohabiting couples thus far, with few detailed explorations of women's experiences of economic abuse in postseparation life. Using interviews with 11 women experiencing intimate partner violence (IPV), this study investigates the types of economic abuse in the lives of these women. Inductive thematic analysis revealed four types of postseparation economic abuse (PSEA): economic sabotage, withholding resources, financial harassment, and stealing. These results help better understand and recognize the different forms of PSEA. Recommendations are provided for incorporating PSEA as a central component of IPV research, practice, and policy.

Didn't put a label on it: Examining intimate partner strangulation within a diagnostic framework.

The aim was to examine and describe women's emergency department visits and care-seeking experiences, including recognition, evaluation and communication of symptoms, injuries and health risks after non-fatal intimate partner strangulation. Using a diagnostic process framework, this mixed-methods study explores concordance and discordance of interview and medical records data to highlight opportunities for clinical diagnostic improvement. In-depth, semi-structured interviews with women after an emergency department visit for non-fatal intimate partner strangulation, concurrent with medical records reviews, were conducted between March 2018 and January 2019. A constant comparative approach was used to analyse interview and medical record data using an a priori codebook designed based on the National Academies of Science, Engineering and Medicine's conceptual model of the diagnostic process and prior intimate partner violence research. Interviews reflected participants did not have a sense of long-term health risks from their strangulation beyond addressing emotional trauma. Women noted that forensic and emergency nursing support was treatment in and of itself that allowed them to be heard and validated. Medical record clinical impressions and final diagnoses included domestic violence, domestic abuse or sexual assault, but not specifically strangulation. This study contributes to the growing literature regarding strangulation diagnosis and care. Our findings provide new details of women's emergency department care-seeking experiences which, whilst overall aligned with medical records documentation, were not reflected in final diagnostic impressions nor in patient recollection of long-term health risks. Nurses are strongly positioned as clinical practice leaders and policy advocates to improve collective responses to this dangerous violence mechanism. Actions such as improving patient education, referral and follow-up options to better communication and address long-term strangulation risk are one example. Further research on non-fatal intimate partner strangulation and care-seeking is warranted to expand this knowledge, particularly in longitudinal cohorts and varied geographical areas.

A conceptual understanding of intimate partner violence behaviors in men: Implications for research and intervention

Intimate Partner Violence (IPV) is a significant public health concern globally with substantial impact on the health of victims. Although research on IPV has increased substantially over the past several decades, effective evidence-based interventions to address IPV behaviors by men remain limited. The IPV field has lacked a comprehensive review of the status of research across the broad areas that have been found to be associated with use of IPV behaviors. This paper reviewed quantitative research studies of the genetic, neurocognitive, neuroendocrine, and selected environmental underpinnings of IPV behavior in men to develop a conceptual model. To date, environmental studies have been the most extensive with focus on early life adversity, trauma, attachment and substance misuse. Head injuries and neuropsychological impacts have indicated deficits in cognitive flexibility and executive functioning related to the prefrontal cortex are common in men who use IPV. Fewer studies have examined neuroendocrine or hormonal factors impacting IPV behavior but there is some evidence that cortisol and testosterone may play a role. Genetics factors have been the least explored, although there is emerging evidence of genetic heritability, and gene by environment interactions. A more comprehensive understanding of biological, psychological, and social factors will advance future IPV research and intervention.

Exploring Non-partner Violence in Informal Settlements in Nairobi, Kenya.

Violence against women is a serious public health and human rights concern and can take many forms. Intimate partner violence (IPV) is the subject of the majority of research focused on violence against women around the world; yet the health consequences of non-partner violence (NPV) can be just as serious. There is a critical gap in literature focused on NPV and the co-occurrence of NPV and IPV in sub-Saharan Africa, particularly in informal settlements. The unique historical, political, social, geo-spatial, physical, and built environment in informal settlements-often characterized as places with high rates of crime and violence-may be important in understanding NPV and co-occurrence of NPV and IPV in these communities, but more research is needed. The purpose of this study was to explore NPV in a large informal settlement in Nairobi, Kenya including its relationship to IPV, correlates, and common perpetrators of NPV in this setting. Data from 552 household-level surveys collected from women in a large informal settlement in Nairobi in 2018 were used in this study. Descriptive statistics and penalized maximum likelihood logistic regressions were used to examine the association between IPV and NPV, correlates, and perpetrators of NPV. Findings showed a strong, positive association between past-year IPV and NPV-highlighting a critical area for future study in IPV, NPV, and poly-victimization research. Results corroborated some findings from existing NPV research, but yielded important new information about correlates and perpetrators of NPV in informal settlements. NPV and poly-victimization have serious health consequences for women in any context, but women in informal settlements also face a number of structural economic, social, political, and environmental challenges that affect their health and wellbeing and may exacerbate the health consequences of violence perpetrated against them. Thus, more research into NPV and poly-victimization in informal settlements is critical.

Virtual Support and Intimate Partner Violence Services: A Scoping Review

PurposeThis article reports on a scoping review that maps the empirical research on virtual intimate partner violence (IPV) interventions.MethodFollowing the Joanna Briggs Institute’s nine-step scoping review methodology, 25 studies were selected.ResultsThe majority of the studies (72%) were published in the United States, and included quantitative (56%), mixed methods (24%), and qualitative study designs (20%). The most frequent focus of the virtual interventions to support survivors of IPV included safety (52%), with other interventions focusing mainly on treatment (36%), and education and prevention (12%). Forms of interventions included interactive, internet-based (72%), smartphone apps (16%), live videoconferencing (8%), and an asynchronous chatroom (4%). Barriers and strengths of virtual IPV interventions are identified.DiscussionFrom this analysis, emerging models in virtual IPV intervention are identified, as well as next steps necessary in virtual IPV practice and research. The article concludes with implications for social work practice and research.

The role of intimate partner violence and relationship satisfaction in couples' interpersonal emotional arousal.

To inform interpersonal models of intimate partner violence (IPV), the present study examines patterns of vocally encoded emotional arousal during the conversations of mixed-gender couples who reported on the extent of physical and psychological IPV and degree of relationship satisfaction (N = 149). All couples completed two problem-solving discussions. Emotional arousal was measured continuously during each conversation using vocal fundamental frequency. Contrary to expectations, results demonstrated that trajectories of arousal differed based on gender, IPV, and relationship satisfaction. Within conversations, men demonstrated linear increases in arousal at higher levels of IPV, suggesting that men may either struggle to contain their emotions or use heightened emotional expression as a conflict strategy in relationships with more extensive IPV. Conversely, women exhibited different trajectories of arousal depending on the combinations of relationship satisfaction and couple IPV, except at higher levels of their own satisfaction. Specifically, when women reported being highly satisfied in their relationships, they demonstrated similarly shaped trajectories across all levels of IPV and men's satisfaction. Together, this suggests that women's higher relationship satisfaction may buffer their emotional expression, although this may not always be adaptive within the context of relationships with extensive IPV. Overall, this study offers insight into the dynamic interpersonal processes linked with relationship distress and IPV and implies the need for a more nuanced, interpersonal research agenda for IPV research. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Psychosocial and Culturally-Specific Factors Related to Intimate Partner Violence Victimization among a Sample of Latino Sexual Minority Cis Men in the U.S.

A growing body of research illustrates that sexual minority men (SMM) experience elevated rates of intimate partner violence (IPV) compared to heterosexual individuals. Researchers have examined the relationship between minority stress and IPV victimization among sexual minority men. A majority of the IPV research identifying risk factors associated with IPV victimization among SMM have sampled predominately non-Hispanic White SMM, while Latino SMM are consistently under-represented in IPV research. This study examines the associations between (1) co-occurring psychosocial factors (e.g., depression, anxiety, childhood sexual abuse, drug use, and problematic drinking) and (2) Latino-specific minority stress factors (e.g., U.S.-born, language, race/ethnic identities, and discrimination) on IPV victimization in a nationwide sample of Latino SMM. Data were collected from Latino SMM aged 18 or older, identified as cis-male, and in a romantic relationship with a cis-male partner (N = 530). The participants were recruited through social media and geo-location-based dating mobile applications. A majority (72%) of the sample reported IPV victimization in their lifetime. Specific to forms of IPV, more than half (51.9%) of the sample reported monitoring behaviors, while 49.6% reported emotional IPV, 45.1% reported physical IPV, 31.5% reported controlling behaviors, and 22.3% reported HIV-related IPV. In multivariable models, psychosocial and Latino-specific factors were associated with the increased likelihood of IPV victimization. Regarding Latino-specific factors, being born in the U.S. and race-based discrimination predicted IPV victimization. These findings highlight the extent to which minority stress elevates the risk of IPV for Latino SMM and point to the need to address social factors in IPV prevention services. Further, work on SMM IPV victimization tends to focus on the potential role of sexual orientation-related discrimination, whereas the current study points to the importance of race-based discrimination.

Quantitative Proxies for Social Norms: A Proposed Approach for Interrogating Clustering, Reference Groups, and Validity.

A growing number of researchers studying intimate partner violence (IPV) employ aggregate measures of relevant attitudes to serve as proxy measures for norms around IPV. However, there is a lack of consistency in how these measures are constructed and how their validity is confirmed. The first aim of this study is to demonstrate and validate innovative techniques for exploring social norms proxies in quantitative data and identifying the relative appropriateness of different available reference groups. The second aim is to demonstrate how such an approach can contribute to IPV research. The analysis employed data from the 2016 Tanzania International Men and Gender Equality Survey, including 1008 men and 1008 women ages 15-49years. An attitudinal score measuring acceptance of IPV and two measures for individual-level descriptive and injunctive norms were constructed. The intraclass correlation coefficient (ICC) was used to assess the extent of clustering for the attitudinal score within several sets of groupings. Bivariate multi-level Ordinary Least Squares regressions estimated the predictive effect of an individual's group norm proxy on their descriptive or injunctive norms. Attitudinal clustering was most significant for reference groups defined as males only across villages and males only across a combination of villages and marital status, with ICCs of 0.229 and 0.236, respectively. Men's social norms were found to be correlated with reference groups comprised of both men only and women only, though men's norms were substantially more correlated with the attitudes of men in their reference group than with women's. Results highlight the importance of critically examining the validity of proxy measures for social norms prior to their inclusion in analysis. Findings also underscore the importance of collecting attitudinal data from men to better understand norms around IPV.