Detecting intimate partner violence circumstance for suicide: development and validation of a tool using natural language processing and supervised machine learning in the National Violent Death Reporting System.

BACKGROUND: Intimate partner violence (IPV) victims and perpetrators often report suicidal ideation, yet there is no comprehensive national dataset that allows for an assessment of the connection between IPV and suicide. The National Violent Death Reporting System (NVDRS) captures IPV circumstances for homicide-suicides (<2% of suicides), but not single suicides (suicide unconnected to other violent deaths; >98% of suicides). OBJECTIVE: To facilitate a more comprehensive understanding of the co-occurrence of IPV and suicide, we developed and validated a tool that detects mentions of IPV circumstances (yes/no) for single suicides in NVDRS death narratives. METHODS: We used 10 000 hand-labelled single suicide cases from NVDRS (2010-2018) to train (n=8500) and validate (n=1500) a classification model using supervised machine learning. We used natural language processing to extract relevant information from the death narratives within a concept normalisation framework. We tested numerous models and present performance metrics for the best approach. RESULTS: Our final model had robust sensitivity (0.70), specificity (0.98), precision (0.72) and kappa values (0.69). False positives mostly described other family violence. False negatives used vague and heterogeneous language to describe IPV, and often included abusive suicide threats. IMPLICATIONS: It is possible to detect IPV circumstances among singles suicides in NVDRS, although vague language in death narratives limited our tool's sensitivity. More attention to the role of IPV in suicide is merited both during the initial death investigation processes and subsequent NVDRS reporting. This tool can support future research to inform targeted prevention.

TikToks Lead to Higher Knowledge and Perceived Severity of Sexual Violence among Adolescent Men.

Social media communication is a promising way to deliver important health messages about sexual violence to a key population of adolescent men. The researchers conducted an online, between-participants experiment to examine the impact of personal narrative TikToks about sexual violence on adolescent men. Participants were adolescent men (n = 580) aged 15 to 19 (M = 17.3, SD = 1.43). Participants were randomly assigned to treatment (personal narrative TikToks about sexual violence) or control (hair braiding TikTok tutorials) conditions. Adolescent men who viewed personal narrative TikToks about sexual violence had higher knowledge of consequences and higher perceived severity of sexual violence. Additionally, adolescent men found personal narrative TikToks more attention-grabbing (vs. control) and did not have negative reactions. Findings that short (approximately one-minute) TikTok videos led to differences in knowledge and beliefs among, and were interesting and not aversive to, adolescent men are important for sexual violence prevention research. Health messages on TikTok can help shift adolescent perceptions of sexual violence, which is a key starting point towards changing norms.

Individual and Relationship-Level Correlates of Transactional Sex Among Adolescent Girls and Young Women in Malawi: A Multilevel Analysis.

Transactional sex increases HIV risk among adolescent girls and young women (AGYW). Understanding the individual and dyadic nature of transactional sex may provide evidence for risk reduction interventions. Multilevel logistic regression was used to cross-sectionally examine correlates of transactional sex among AGYW in Lilongwe, Malawi. Participants (N = 920) reported 1227 relationships. Individual-level associations were found between being divorced/widowed (AOR 5.07, 95% CI 1.93, 13.25), married (AOR 0.26, 95% CI 0.09, 0.72), or unstably housed (AOR 7.11, 95% CI 2.74, 18.47) and transactional sex. At the relationship-level, transactional sex occurred in relationships with: non-primary primary partners (AOR 4.06, 95% CI 2.37, 6.94), perceived partner concurrency (AOR 1.85, 95% CI 1.11, 3.08), and feared violence with couples HIV testing (AOR 2.81, 95% CI 1.26, 6.29), and less likely to occur in relationships with children (AOR 0.15, 95% CI 0.06, 0.38). Multiple co-occurring social and structural vulnerabilities increase transactional sex engagement warranting the need for social protection and gender transformative approaches.

From "Homegrown" to Research-Ready: Converting an Existing Practitioner-Developed Violence Prevention Intervention Into an Evaluable Intervention.

There is an increased call for research on promising prevention programs already embedded in communities ("homegrown interventions"). Unfortunately, there is limited guidance to help researchers prepare these types of interventions for rigorous evaluation. To address this need, this article presents our team's process for revising a promising community-based sexual violence prevention intervention for rigorous research. Our extensive and iterative process of reviewing and revising the intervention was guided by evaluability assessment (EA) approaches, implementation science, and a close collaboration with our community partners. Our EA process allowed us to specify the intervention's core components and develop a "research ready" standardized curriculum with implementation fidelity assessments. We offer four lessons learned from our process: (1) even with existing materials and an extensive history of community-based delivery, community-developed programs are not necessarily research-ready; (2) close collaboration and a trusting relationship between researchers and community partners throughout the revision process ensures the integrity of core program components are maintained and implementation in diverse community settings is feasible; (3) observations of program implementation are a crucial part of the revision process; and (4) it is important to budget adequate time and resources for such revisions.

Fatalities related to intimate partner violence: towards a comprehensive perspective.

BACKGROUND: In 2015, 1350 people in the US were killed by their current or former intimate partner. Intimate partner violence (IPV) can also fatally injure family members or friends, and IPV may be a risk factor for suicide. Without accounting for all these outcomes, policymakers, funders, researchers and public health practitioners may underestimate the role that IPV plays in violent death. OBJECTIVE: We sought to enumerate the total contribution of IPV to violent death. Currently, no data holistically report on this problem. METHODS: We used Violent Death Reporting System (VDRS) data to identify all IPV-related violent deaths in North Carolina, 2010-2017. These included intimate partner homicides, corollary deaths, homicide-suicides, single suicides and legal intervention deaths. We used the existing IPV variable in VDRS, linked deaths from the same incident and manually reviewed 2440 suicide narratives where intimate partner problems or stalking were a factor in the death. RESULTS: IPV contributes to more than 1 in 10 violent deaths (10.3%). This represents an age-adjusted rate of 1.97 per 100 000 persons. Of the IPV-related violent deaths we identified, 39.3% were victims of intimate partner homicide, 17.4% corollary victims, 11.4% suicides in a homicide-suicide event, 29.8% suicides in a suicide-only event and 2.0% legal intervention deaths. IMPLICATIONS: If researchers only include intimate partner homicides, they may miss over 60% of IPV-related deaths. Our novel study shows the importance of taking a comprehensive approach to prevent IPV and decrease violent deaths. IPV is a risk factor for suicide as well as homicide.

Socioeconomic Predictors of Transactional Sex in a Cohort of Adolescent Girls and Young Women in Malawi: A Longitudinal Analysis.

Transactional sex is associated with incident HIV infection among adolescent girls and young women (AGYW) in sub-Saharan Africa. Evidence on the dimensions of socioeconomic status (SES) which predict transactional sex are mixed and primarily come from cross-sectional studies. This study examined the association between SES and transactional sex in a longitudinal cohort (n = 844) of AGYW ages 15-24 years enrolled in a quasi-experimental study in Lilongwe, Malawi. Prevalence of transactional sex was 22% at baseline, 15% at 6-months and 20% at 12-months. Being divorced or widowed, being food insecure, living in a home without electricity or running water, and having few assets were associated with transactional sex. Higher educational attainment and school enrollment were protective. Having 6-7 socioeconomic risk factors increased odds of transactional sex (AOR = 4.13, 95% CI 2.45, 6.98). Structural interventions which address multiple dimensions of SES may reduce transactional sex and ultimately prevent HIV transmission among AGYW.

Enhancing Community-Based Participatory Research Through Human-Centered Design Strategies.

Introduction. The purpose of this review is to compare and contrast the values, purpose, processes, and outcomes of human-centered design (HCD) and community-based participatory research (CBPR) approaches to address public health issues and to provide recommendations for how HCD can be incorporated into CBPR partnerships and projects. Review Process. By consulting published literature, source materials, and experts on both approaches, a team of researchers completed a three-phased process of synthesizing key similarities and differences between HCD and CBPR and generating recommendations for ways to integrate HCD strategies in CBPR projects. Results. There are five HCD strategies that can be readily incorporated into CBPR projects to improve outcomes: (1) form transdisciplinary teams, (2) center empathy, (3) recruit and work with "extreme users," (4) rapidly prototype, and (5) create tangible products or services. Conclusions. Integrating HCD in CBPR projects may lead to solutions that potentially have greater reach, are more readily adopted, are more effective, and add innovation to public health services, products, and policies.

Intimate Partner Homicides in North Carolina: 2011-2015.

BACKGROUND Research on intimate partner homicide (IPH), when someone is killed by a current or former intimate partner, in North Carolina is limited, making it difficult to understand the magnitude of IPHs and identify strategies for prevention.METHOD We used North Carolina Violent Death Reporting System (NC-VDRS) data to assess IPHs among North Carolina residents between 2011 and 2015. Homicides were considered IPHs if intimate partner violence was identified and the victim was the suspect's current or former intimate partner. Proportions and rates of demographic characteristics and circumstances were assessed.RESULTS Of the 2,299 homicides that occurred between 2011 and 2015, 350 were IPHs (0.9 per 100,000 person-years). Most (72.3%) IPH victims were female (n = 253). Among all female homicides almost half (48.2%) were IPHs, while only 5.4% of all male homicides were IPHs. The highest rate of IPH occurred among women aged 20-44 (2.1 per 100,000 person-years). Most victims were non-Hispanic (NH) white (54.0%, n = 189), although rates for NH American Indians and NH blacks were 1.8 and 2.0 times those among NH whites respectively. Most victims, 86.6% male and 82.6% female, were the suspect's current partner. Firearms were the most common weapon used (62.6%, n = 219).LIMITATIONS NC-VDRS data are not representative of all IPHs in the United States. Circumstance data were sometimes incomplete and categories of circumstance variables restrictive, limiting available information on IPHs.CONCLUSION Future interventions focused on women aged 20-44, NH American Indian and NH Black communities, and firearm access could be effective in preventing IPHs in North Carolina.

Judging Domestic Violence From the Bench: A Narrative Analysis of Judicial Anecdotes About Domestic Violence Protective Order Cases.

Interview participants sometimes share anecdotes (stories about past events), to illustrate a point or discuss their perspectives. When sharing these stories, participants may imbue the events with their own personal meaning-making, selective memory, and biases. We conducted a narrative analysis of anecdotes shared by judges ( n = 20) who preside over Domestic Violence Protective Order (DVPO) hearings to examine how biases and misperceptions shape decisions in DVPO cases. We found that judges rely on biases to sort cases as "true domestic violence" compared with "frivolous cases." In the anecdotes they shared, judges often used gendered stereotypes to depict litigants, and many judges felt that DVPOs had limited efficacy in preventing violence. We argue that important cognitive insights are revealed by interview participants during the spontaneous act of storytelling. In the case of judges, their biases could lead to DVPOs being denied in situations when they are warranted.

E-cigarettes, Hookah Pens and Vapes: Adolescent and Young Adult Perceptions of Electronic Nicotine Delivery Systems.

INTRODUCTION: Most studies have assessed use of "e-cigarettes" or "electronic cigarettes," potentially excluding new electronic nicotine delivery systems (ENDS), such as e-hookahs and vape pens. Little is known about how adolescents and young adults perceive ENDS and if their perceptions vary by sub-type. We explored ENDS perceptions among these populations. METHODS: Ten focus groups with 77 adolescents and young adults, ages 13-25, were conducted in spring 2014. Participants were users or susceptible nonusers of novel tobacco products. Focus group transcripts were coded for emergent themes. RESULTS: Participants reported positive ENDS attributes, including flavor variety; user control of nicotine content; and smoke trick facilitation. Negative attributes included different feel compared to combustible cigarettes, nicotine addiction potential, and no cue to stop use. Participants perceived less harm from ENDS compared to combustible cigarettes, perhaps due to marketing and lack of product regulation, but noted the uncertainty of ingredients in ENDS. Numerous terms were used to describe ENDS, including "e-cigarette," "e-hookah," "hookah pens," "tanks," and "vapes." Although no clear classification system emerged, participants used product characteristics like nicotine content and chargeability to attempt classification. Perceptions differed by product used. E-hookah users were perceived as young and trendy while e-cigarette users were perceived as old and addicted to nicotine. CONCLUSIONS: Young adults and adolescents report distinct ENDS sub-types with varying characteristics and social perceptions of users. Although they had more positive than negative perceptions of ENDS, prevention efforts should consider highlighting negative attributes as they may discourage use and product trial among young nonusers. IMPLICATIONS: Our study underscores the need for a standardized measurement system for ENDS sub-types and additional research on how ENDS sub-types are perceived among adolescents and young adults. In addition, our findings highlight negative product attributes reported by participants that may be useful in prevention and regulatory efforts to offset favorable marketing messages.

Adolescents' and Young Adults' Knowledge and Beliefs About Constituents in Novel Tobacco Products.

INTRODUCTION: Novel tobacco products, such as little cigars, cigarillos, hookah, and e-cigarettes, and their smoke or aerosol contain chemicals which the FDA has determined to be Harmful or Potentially Harmful Constituents. We explored adolescents' and young adults' knowledge and beliefs about constituents in novel tobacco products and their smoke or aerosol, in order to inform risk communication messages. METHODS: Seventy-seven adolescents and young adults (ages 13-25) participated in 10 focus groups, including 47 novel tobacco product users and 30 susceptible nonusers. Participants were asked to discuss 10 pre-selected constituents found in novel tobacco products and their smoke or aerosol. The first author analyzed the discussion for emergent themes. RESULTS: Participants were generally familiar with arsenic, carbon monoxide, formaldehyde, and nicotine, but unfamiliar with acetaldehyde, acrolein, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanon (NNK), and N-nitrosonornicotine (NNN). All participants had negative beliefs about most constituents, although users had positive beliefs about nicotine. "Unfamiliar" constituents were associated with similarly-sounding words (eg, acetaldehyde sounds like acetaminophen), and some participants recognized words in the chemical names of NNK/NNN (eg, "nitro"). "Familiar" constituents were associated with negative health effects and other common products the constituents are found in. All participants wanted more information about the constituents' health effects, toxicity, and other common products. Most participants were unaware the constituents discussed are in novel tobacco products and their smoke or aerosol. CONCLUSIONS: Risk communication messages could capitalize on negative associations with familiar constituents, or attempt to educate about unfamiliar constituents, to discourage novel tobacco product use among adolescents and young adults. IMPLICATIONS: The results of this study have implications for how the FDA and other agencies can communicate about the risks of novel tobacco products to the general public, which will be particularly important once the Deeming Rule is finalized. Our findings suggest it may be effective to capitalize on the public's negative beliefs about and associations with familiar constituents, or to educate about unfamiliar constituents and their health effects, their concentration and toxicity in novel tobacco products and their smoke or aerosol, and other products they are found in.

"My First Thought was Croutons": Perceptions of Cigarettes and Cigarette Smoke Constituents Among Adult Smokers and Nonsmokers.

INTRODUCTION: Understanding what people think about harmful and potentially harmful constituents in cigarettes and cigarette smoke has new urgency given legislation requiring US Food and Drug Administration (FDA) to disclose constituent information. Our study sought to obtain qualitative information on what people think about these constituents and the language they use to talk about them. METHODS: We conducted six focus groups in 2014 with 40 adults in North Carolina. Open-ended questions focused on cigarette and cigarette smoke constituents in general and on the 18 constituents on the FDA's abbreviated list. We coded the transcripts for emergent themes, and all four coders discussed themes until we reached consensus. RESULTS: Participants knew that cigarette smoke contains chemicals but did not know how many chemicals nor what those chemicals are, beyond tar and nicotine. Dangers of constituents mentioned included "chemicals," physical disease, and addiction. Participants incorrectly believed harmful constituents came primarily from tobacco companies' additives. For unfamiliar constituents, people tried to make associations based on similar-sounding words. Recognizable constituents that participants associated with health harms most discouraged them from wanting to smoke. Most participants wanted to know health harms associated with constituents and what else the chemicals were in. CONCLUSIONS: Participants showed enthusiasm for learning more information about constituents, and also showed substantial misunderstandings about the source of harmful constituents. Our findings contribute to the limited body of research on adults' knowledge and perceptions of cigarette smoke constituents and can aid the FDA as it plans to disclose constituent information to the public. IMPLICATIONS: Our study provides information about adults' understanding of cigarette smoke constituents and what adults would like to know about these constituents. This information can help communication campaigns describe cigarette smoke constituents in a way that discourages people from wanting to smoke.

Adolescents' and adults' perceptions of 'natural', 'organic' and 'additive-free' cigarettes, and the required disclaimers.

OBJECTIVES: We sought to investigate adolescents' and adults' perceptions of an American Spirit advertisement with 'natural', 'organic' and 'additive-free' descriptors and related disclaimers. METHODS: We conducted nine focus group discussions in the Southern USA, with 59 participants aged 13-64 years (30 male, 29 female), stratified by age, smoking status and susceptibility to smoking. We conducted thematic content analysis of the transcripts. RESULTS: Many participants were sceptical or confused about the 'natural', 'organic' and 'additive-free' descriptors. Many participants viewed American Spirit cigarettes as being less, or possibly less harmful than other cigarettes, even though the ad contained disclaimers explicitly stating that these cigarettes are not safer. Some participants said that people tend to ignore disclaimers, a few expressed doubt that the disclaimers were fully true, and others did not notice the disclaimers. A few smokers said they smoke American Spirit cigarettes because they think they are not as bad for them as other cigarettes. CONCLUSIONS: Disclaimers intended to prevent consumers from attributing a health benefit to cigarettes labelled as 'natural', 'additive-free', or 'organic' may be insufficient. A ban on these descriptors may be a more appropriate remedy than disclaimers.

The Effects of the Moms and Teens for Safe Dates Program on Dating Abuse: a Conditional Process Analysis.

Moms and Teens for Safe Dates (MTSD) is a dating abuse (DA) prevention program for teens exposed to domestic violence. In a randomized controlled trial (RCT), MTSD prevented certain types of DA victimization (psychological and physical) and perpetration (psychological and cyber) among teens with higher, but not lower, exposure to domestic violence. We built on these findings by using moderated mediation analysis to examine whether level of teen exposure to domestic violence conditioned the indirect effects of MTSD on these types of DA through targeted mediators. MTSD consisted of six mailed activity booklets. Mothers who had been former victims of domestic violence delivered the program to their teens. Mother and teen pairs were recruited into the RCT through community advertising and completed baseline and 6-month follow-up interviews (N = 277 pairs). As expected, MTSD had significant favorable effects for teens with higher but not lower exposure to domestic violence on several mediators that guided program content, including teen conflict management skills and mother-perceived severity of DA, self-efficacy for enacting DA prevention efforts, and comfort in communicating with her teen. MTSD had significant main effects on other mediators including teen feeling of family closeness and cohesion and mother-perceived susceptibility of her teen to DA. As expected, all significant indirect effects of MTSD on DA outcomes through mediators were for teens with higher exposure to domestic violence. Findings have implications for developing DA victimization and perpetration prevention programs for teens with high exposure to domestic violence.

Shared Risk Factors for the Perpetration of Physical Dating Violence, Bullying, and Sexual Harassment Among Adolescents Exposed to Domestic Violence.

The high risk of perpetrating physical dating violence, bullying, and sexual harassment by adolescents exposed to domestic violence points to the need for programs to prevent these types of aggression among this group. This study of adolescents exposed to domestic violence examined whether these forms of aggression share risk factors that could be targeted for change in single programs designed to prevent all three types of aggression. Analyses were conducted on 399 mother victims of domestic violence and their adolescents, recruited through community advertising. The adolescents ranged in age from 12 to 16 years; 64 % were female. Generalized estimating equations was used to control for the covariation among the aggression types when testing for shared risk factors. Approximately 70 % of the adolescents reported perpetrating at least one of the three forms of aggression. In models examining one risk factor at a time, but controlling for demographics, adolescent acceptance of sexual violence, mother-adolescent discord, family conflict, low maternal monitoring, low mother-adolescent closeness, low family cohesion, depressed affect, feelings of anger, and anger reactivity were shared across all three aggression types. In multivariable models, which included all of the risk factors examined and the demographic variables, low maternal monitoring, depressed affect and anger reactivity remained significant shared risk factors. Our findings suggest that programs targeting these risk factors for change have the potential to prevent all three forms of aggression. In multivariable models, poor conflict management skills was a risk for bullying and sexual harassment, but not dating violence; acceptance of dating violence was a risk for dating violence and bullying, but not sexual harassment; and none of the examined risk factors were unique to aggression type. The study's implications for the development of interventions and future research are discussed.

The effects of moms and teens for safe dates: a dating abuse prevention program for adolescents exposed to domestic violence.

Adolescents exposed to domestic violence are at high risk for dating abuse. This randomized controlled trial evaluated a dating abuse prevention program designed specifically for this risk group. Moms and Teens for Safe Dates consisted of six mailed booklets of dating abuse prevention information and interactive activities. Mothers who had been victims of domestic violence but no longer lived with the abuser delivered the program to their adolescents who had been exposed to the abuse. Mother and adolescent pairs (N = 409) were recruited through community advertising; the adolescents ranged from 12 to 16 years old and 64 % were female. Mothers and adolescents completed baseline and 6-month follow-up telephone interviews. Booklet completion in the treatment group ranged from 80 % for the first to 62 % for the last booklet. The analyses first tested whether program effects on dating abuse varied by four a priori identified moderators (mother's psychological health, the amount of adolescent exposure to domestic violence, and adolescent sex and race/ethnicity). Main effects of the program were examined when there were no differential program effects. Program effects on psychological and physical victimization and psychological and cyber perpetration were moderated by the amount of adolescent exposure to domestic violence; there were significant favorable program effects for adolescents with higher, but not lower levels of exposure to domestic violence. There were no moderated or main effects on sexual violence victimization and perpetration or cyber victimization. The findings suggest that a dating abuse prevention program designed for adolescents exposed to domestic violence can have important positive effects.

The Uptake and Measurement of Alternative Approaches to Domestic Violence Intervention Programs: A Scoping Review.

This scoping review explores the breadth and depth to which Domestic Violence Intervention Programs (DVIPs) in the United States and globally: (a) incorporate components that address the relationship between intimate partner violence (IPV) and social injustice, racism, economic inequality, and adverse childhood experiences (ACEs); (b) use restorative (RJ)/transformative justice (TJ) practices, individualized case management, partnerships with social justice actors, and strengths-based parenting training in current programming; and (c) measure effectiveness. In 2021, we searched 12 academic databases using a combination of search terms and Medical Subject Headings. In all, 27 articles that discussed at least one key concept relative to DVIP curricula were included in the final review. Findings suggest that very few DVIPs address ACEs and/or the relationship between structural violence, social inequality, and IPV perpetration. Even fewer programs use restorative practices including RJ or TJ. Furthermore, DVIPs use inconsistent methods and measures to evaluate effectiveness. To respond to IPV perpetration more effectively and create lasting change, DVIPs must adopt evidence-informed approaches that prioritize social and structural determinants of violence, trauma-informed care, and restoration.

The influence of stigma and discrimination on female sex workers' access to HIV services in St. Petersburg, Russia.

Stigma associated with HIV and risk behaviors is known to be a barrier to health care access for many populations. Less is known about female sex workers (FSW) in Russia, a population that is especially vulnerable to HIV-infection, and yet hard-to-reach for service providers. We administered a questionnaire to 139 FSW to better understand how stigma and discrimination influence HIV service utilization. Logistic regression analysis indicated that HIV-related stigma is negatively associated with uptake of HIV testing, while sex work-related stigma is positively associated with HIV testing. HIV-positive FSW are more likely than HIV-negative FSW to experience discrimination in health care settings. While decreasing societal stigma should be a long-term goal, programs that foster inclusion of marginalized populations in Russian health care settings are urgently needed.

"He Will Not Leave Us Alone and I Need the Courts to Help": Defendants' Use of Nonphysical Violence in Domestic Violence Protective Order Cases.

District court judges who make final determinations in domestic violence protective order (DVPO) cases in North Carolina indicate often using heuristics, such as the presence of visible injury, to guide their assessment of violence severity. This approach is concerning as it minimizes nonphysical intimate partner violence. We conducted a thematic analysis of DVPO plaintiff complaints to identify the types of nonphysical vioence described and its effects on plaintiff health outcomes. Most case files included descriptions of nonphysical violence and plaintiffs described fear as a significant mental health outcome. Findings highlight the potentially deleterious impact of nonphysical violence on the well-being of DVPO plaintiffs.

Researcher-Practitioner Partnerships to Implement and Evaluate Sexual and Relationship Violence Prevention Programs for Boys and Men.

Although male-focused sexual and relationship violence (SRV) prevention programs are widely promulgated, limited guidance concerning how programs should be implemented for rigorous evaluation exists. To help develop evidence for such guidance, this paper reports on 20 interviews with leaders at youth-serving community-based organizations (CBOs) and educational institutions, which are sites for male-focused SRV prevention programs. This study examined: (1) how programs can be designed to engage male participants; and (2) how youth-serving CBOs and educational institutions can partner with researchers for evaluations. Findings underscore the importance of attending to the unique needs of program participants, their parents/guardians, and host organizations.