Bystander Program Effectiveness to Reduce Violence and Violence Acceptance Within Sexual Minority Male and Female High School Students Using a Cluster RCT.

Bystander interventions have been highlighted as promising strategies to reduce sexual violence and sexual harassment, yet their effectiveness for sexual minority youth remains largely unexamined in high schools' populations. This rigorous cluster randomized control trial addresses this gap by evaluating intervention effectiveness among sexual majority and minority students known be to at increased risk of sexual violence. Kentucky high schools were randomized to intervention or control conditions. In intervention schools, educators provided school-wide Green Dot presentations (phase 1) and intensive bystander training to student popular opinion leaders (phase 2). Each spring from 2010 to 2014, students attending 26 high schools completed anonymous surveys about violence acceptance and violent events. An analytic sample of 74,836 surveys with no missing data over the 5 years was available. Sexual violence acceptance scores declined significantly over time in intervention versus control schools among all but sexual minority males. This intervention was also associated with reductions in both perpetration and victimization of sexual violence, sexual harassment, and physical dating violence among sexual majority yet not sexual minority youth. Both sexual minority and majority youth experienced reductions in stalking victimization and perpetration associated with the intervention. In this large cluster randomized controlled trial, the bystander intervention appears to work best to reduce violence for sexual majority youth. Bystander programs may benefit from explicitly engaging sexual minority youth in intervention efforts or adapting intervention programs to include attitudes that shape the experience of sexual minority high school youth (e.g., homophobic teasing, homonegativity).

Disparities in women's cancer-related quality of life by Southern Appalachian residence.

PURPOSE: The purpose was to determine whether Appalachian residence alone or in combination with violence was linked to poorer quality of life (QOL). METHODS: Women recently diagnosed and included in either the Kentucky or North Carolina Cancer Registries were interviewed by phone between 2009 and 2015 (n = 3320; mean age = 56.74). Response rates were similar by state (40.1 in Kentucky and 40.9% in North Carolina). Appalachian (N = 990) versus non-Appalachian residents (N = 2330) were hypothesized to have poorer QOL defined as (a) lower Functional Assessment of Cancer Therapy-General (FACT-G) scores and (b) more symptoms of depression, stress, or comorbid physical conditions. Lifetime intimate partner or sexual violence was first investigated as a moderator then mediator of regional differences. Multiple analyses of covariance (MANCOVA) models were used. RESULTS: Violence modified the effect of Appalachian residence on poorer QOL outcomes; FACT-G total scores (p = .02) were lowest for women living in Appalachia who had additionally experienced violence. Socioeconomic indicators appeared to mediate or explain differences in QOL outcomes by Appalachian residence such that when adjusting for income, education and insurance, Appalachian residence remained associated only with poorer physical QOL outcomes (p < .05). CONCLUSIONS: While violence rates did not differ by residence, the combined effect of living in Appalachia and experiencing violence resulted in significantly greater impact on poorer QOL among women recently diagnosed with cancer. Clinical consideration of patients' residence, socioeconomic status and violence experienced may help identify and mitigate the longer-term impact of these identifiable factors associated with poorer QOL.

Intimate partner violence and women's cancer quality of life.

PURPOSE: Because intimate partner violence (IPV) may disproportionately impact women's quality of life (QOL) when undergoing cancer treatment, women experiencing IPV were hypothesized to have (a) more symptoms of depression or stress and (b) lower QOL as measured with the Functional Assessment of Cancer Therapy (FACT-B) and Functional Assessment of Chronic Illness Therapy-Spiritual Well-being (FACIT-SP) Scales relative to those never experiencing IPV. METHODS: Women, aged 18-79, who were included in one of two state cancer registries from 2009 to 2015 with a recent incident, primary, invasive biopsy-confirmed cancer diagnosis were recruited and asked to complete a phone interview, within 12 months of diagnosis. This interview measured IPV by timing (current and past) and type (physical, sexual, psychological), socio-demographics, and health status. Cancer registries provided consenting women's cancer stage, site, date of diagnosis, and age. RESULTS: In this large cohort of 3,278 women who completed a phone interview, 1,221 (37.3%) disclosed lifetime IPV (10.6% sexual, 24.5% physical, and 33.6% psychological IPV). Experiencing IPV (particularly current IPV) was associated with poorer cancer-related QOL defined as having more symptoms of depression and stress after cancer diagnosis and lower FACIT-SP and FACT scores than women not experiencing IPV and controlling for confounders including demographic factors, cancer stage, site, and number of comorbid conditions. Current IPV was more strongly associated with poorer QOL. When compared with those experiencing past IPV (and no IPV), women with cancer who experienced current IPV had significantly higher depression and stress symptoms scores and lower FACIT-SP and FACT-G scores indicating poorer QOL for all domains. While IPV was not associated with being diagnosed at a later cancer stage, current IPV was significantly associated with having more than one comorbid physical conditions at interview (adjusted rate ratio = 1.35; 95% confidence interval 1.19-1.54) and particularly for women diagnosed with cancer when <55 years of age. CONCLUSIONS: Current and past IPV were associated with poorer mental and physical health functioning among women recently diagnosed with cancer. Including clinical IPV screening may improve women's cancer-related QOL.

Partner interfering behaviors affecting cancer quality of life.

OBJECTIVE: Because partners are an important and unpaid resource in cancer care, understanding how destructive, controlling or interfering partner behaviors influence women's cancer care may be particularly relevant for health care providers seeking to provide cancer care and enhance recovery. Using a new measure of partner interfering behaviors in cancer care (PIB-C), we investigated whether women with a recent cancer diagnosis who additionally endorsed any PIB-C would report (a) more symptoms of depression and stress, and (b) lower Functional Assessment of Cancer Therapy (FACT-G) and lower Functional Assessment of Chronic Illness Therapy-Spiritual Well-being (FACIT-SP) scale scores indicating poorer quality of life (QOL). METHODS: Women aged 18-79 included in cancer registries as having an incident, primary, biopsy-confirmed cancer in the past 12 months were eligible for this study. Consenting women completed a phone interview 9-12 months following cancer diagnosis between 2009 and 2015. Interviews provided data to measure outcomes (perceived stress and depressive symptoms, FACIT-SP and FACT-G scores), partner supportive and interfering behaviors, and other potentially confounding factors. RESULTS: Of the 2376 women in a relationship at cancer diagnosis, 14.7% endorsed one or more of 14 PIB-C items. Women endorsing any PIB-C item reported more symptoms of depression and stress and lower FACT-G and FACIT-SP scores than partnered women reporting no PIB-C even when controlling for partner supportive behaviors and lifetime intimate partner violence. Increasing PIB-C scores were also correlated, in a dose-response pattern, with these same outcomes. CONCLUSIONS: Partner interfering behaviors during cancer care impact patients' QOL across multiple domains. © 2016 The Authors. Psycho-Oncology Published by John Wiley & Sons Ltd.

Psychometric evaluation of novel measures of partner interfering and supportive behaviors among women with cancer.

PURPOSE: The aim of this study was to evaluate the psychometric properties of complementary and novel measures of partner interfering and partner supportive behaviors in cancer care (PIB-C and PSB-C). METHODS: Structured telephone interviews were conducted with 378 women (aged 18-79) in partnered relationships and recruited from the Kentucky Cancer Registry. Psychometric analyses of PIB-C and PSB-C were used to determine scale reliability, and scale construct and predictive validity (correlations with indicators of partner abuse, symptoms of depression, anxiety, and stress after cancer). RESULTS: Cronbach's alpha and split-half calculations indicated excellent internal consistency of the 20-item PIB-C (0.936 and 0.87, respectively) and 12-item PSB-C (0.930 and 0.89). Three thematic clusters for the PIB-C and two for the PSB-C were identified through factor analyses. Regarding construct validity, higher PIB-C and lower PSB-C scores were associated with a measure of psychological impacts from abuse. Predictive validity was suggested through (1) lower PSB-C associated with depression, (2) higher PIB-C associated with anxiety, and (3) higher perceived stress associated with higher PIB-C/lower PSB-C scores. CONCLUSION: Both PIB-C and PSB-C have strong psychometric properties and distinguish partner behaviors more likely to negatively impact women's depression, anxiety, and stress during cancer care/recovery. Use of these measures may assist clinical teams in comprehensively assessing women patients' home environment to best ensure cancer care/recovery. Copyright © 2015 John Wiley & Sons, Ltd.

Association Between Lifetime Interpersonal Violence and Post-COVID-19 Condition Among Women in Kentucky, 2020-2022.

OBJECTIVE: The COVID-19 pandemic increased the risk of interpersonal violence. We investigated the association between lifetime interpersonal violence experience and risk of post-COVID-19 condition (the persistence of symptoms of COVID-19 and severity of health problems associated with COVID-19 that last a few weeks, months, or years) among women with lifetime interpersonal violence experience. METHODS: Women participants aged ≥18 years in Kentucky's Wellness, Health & You-COVID-19 study completed online quantitative surveys about the impacts of the pandemic, developing COVID-19, and symptoms of post-COVID-19 condition. We conducted cross-sectional analyses estimating rate ratios of developing COVID-19 and symptoms of post-COVID-19 condition during the pandemic (October 13, 2020-February 28, 2022). RESULTS: Of the analytic sample (N = 938), 342 (36.5%) disclosed a history of lifetime interpersonal violence. Compared with women with no lifetime interpersonal violence experience, women with lifetime interpersonal violence experience had significantly more distress because of the pandemic, defined as family financial challenges (P = .001), symptoms of mental health challenges (P < .001), and negative coping behaviors (P < .001). While experiencing lifetime interpersonal violence was not significantly associated with either receiving COVID-19 vaccinations (adjusted rate ratio [aRR] = 1.10; 95% CI, 0.75-1.61) or developing COVID-19 (aRR = 1.15; 95% CI, 0.92-1.44), experiencing lifetime interpersonal violence was associated with an increased rate of developing symptoms of post-COVID-19 condition (aRR = 2.09; 95% CI, 1.19-3.65). CONCLUSION: Symptoms of post-COVID-19 condition may be linked to lifetime interpersonal violence experience, possibly through stress or violence-associated trauma. Future research is needed to assess the negative effects of the pandemic, prioritizing people with lifetime interpersonal violence experience.

The Impacts of Lifetime Violence on Women's Current Sexual Health.

Background: Intimate partner violence (IPV), nonpartner sexual violence (SV), child sexual and physical abuse, and neglect have detrimental impacts on women's reproductive and sexual health. More empirical studies are needed to investigate the negative impacts of lifetime violence, including physical or sexual child abuse, nonpartner SV, physical, sexual, and psychological IPV on women's sexual health to better understand long-term impacts from IPV and physical or sexual child abuse. Materials and Methods: We used data from Wellness, Health and You, an ongoing health registry. A total of 1,213 women were included in data analysis. Our aim was to investigate the associations between lifetime IPV, nonpartner SV, child abuse, and women's current sexual health defined using Patient-Reported Outcomes Measurement Information System (PROMIS) measures of sexual health (e.g., sexual satisfaction, interest, and functioning), sexual assertiveness, female sexual subjectivity, and use of online resources to address sexual needs. Multivariate analysis of covariance was used to investigate demographic factors (e.g., age and current relationship) as potential correlates of current sexual health. Results: Women with lifetime experiences of physical, sexual, or psychological IPV, nonpartner SV, and child physical or sexual abuse reported lower sexual satisfaction compared to women with no history of lifetime violence (p < 0.0001). However, lifetime violence was not correlated with sexual interest, sexual functioning, sexual subjectivity, nor sexual assertiveness. Conclusion: Lifetime experiences of violence (i.e., IPV, nonpartner SV, child abuse) are associated with poorer sexual health. Asking questions about past sexual and physical violence/abuse in ways that support disclosure is important toward improving women's physical and sexual health and wellbeing.

Effectiveness of a Bystander Intervention Program to Increase Bystander Behaviors Across Latent Risk Groups of High Schoolers.

Bystander intervention programs have established efficacy to increase bystander behaviors to prevent interpersonal violence (IPV). Little research has investigated intervention efficacy among latent risk classes among high school students. Data from a five-year randomized control trial were used to conduct multigroup path analyses to assess the association between type of training received and bystander outcomes moderated by risk groups identified via latent profile analysis (LPA). LPA was used to identify risk based on six indicators related to violence exposure, association with aggressive friends, and alcohol use. Bystander training received was the primary independent variable characterized as: no training, overview speech alone, or skills training. Outcomes included (a) observed bystander behaviors; (b) reactive bystander behaviors; or (c) proactive bystander behaviors. Three risk groups were identified via LPA: low risk, moderate risk witnesses of IPV, and highest risk victims and perpetrators. Of the bystander trainings received, overview speeches only increased reactive bystander behaviors among low risk students. The skills training was effective at increasing most bystander outcomes among all risk groups, with the largest effect sizes observed among the highest risk victims and perpetrators profile. Findings suggest that tailoring or modifying bystander training based on the risk profiles of youth may lead to greater potential to increase bystander behaviors to reduce risk of violence. Specifically, overview speech trainings should be targeted to low risk youth, while skills training primarily delivered to higher risk youth. These skills trainings could incorporate content related to trauma-informed care as well as associations with alcohol use, which may enhance their effectiveness further.

Diabetes and prostate cancer screening in black and white men.

PURPOSE: Prior studies conducted primarily among white men find a reduced risk of prostate cancer associated with time since developing diabetes. While biologic explanations are plausible, the association may in part arise from more frequent prostate cancer screening among those with a diabetes diagnosis. The purpose of the present study was to investigate the association between diabetes and prostate cancer screening. METHODS: We examined differences in prostate cancer screening (prostate-specific antigen and/or digital rectal examination) testing practices after a diabetes diagnosis among lower-income persons living in the southeastern United States and enrolled in the Southern Community Cohort Study between 2002 and 2009. Baseline in-person interviews collected information on history of diabetes and prostate cancer screening from 18,809 black and 6,404 white men aged 40-79 years. RESULTS: After adjustment for confounding, diabetic black [odds ratio (OR) 1.12, 95 % confidence interval (CI) 1.01-1.25] and white (OR 1.25, 95 % CI 1.03-1.51) men were more likely to undergo recent prostate cancer screening compared to non-diabetic men of the same race. The increased risk for prostate cancer screening, however, occurred primarily within the first 12 months after diabetes diagnosis. CONCLUSIONS: Our results suggest that a diabetes diagnosis modestly increases the likelihood of having a prostate cancer screening test for both black and white men. The prevalence of screening was higher nearer to the time of diabetes diagnosis, which may contribute to an early increase in prostate cancer detection followed by lower prostate cancer detection after an extended time.

Sexual coercion and sexual violence at first intercourse associated with sexually transmitted infections.

BACKGROUND: Violence against women has been associated with subsequent risky sexual behaviors and sexually transmitted infections (STIs). We explored whether sexual coercion or violence at first intercourse was associated with self-reported STIs. METHODS: Using nationally representative data from the 2006 to 2010 National Survey of Family Growth, we analyzed female respondents aged 18 to 44 (n = 9466) who answered questions on coercion at first intercourse (wantedness, voluntariness, and types of force used) and STIs using logistic regression analyses. We explored degrees of coercion, which we label as neither, sexual coercion (unwanted or nonphysical force), or sexual violence (involuntary or physical force). RESULTS: Eighteen percent of US women reported sexual coercion, and 8.4% experienced sexual violence at first intercourse. Compared with women who experienced neither, the odds of reporting an STI was significantly greater for women who experienced sexual coercion (odds ratio, 1.27; 95% confidence interval, 1.01-1.60), after controlling for all variables. The association between sexual violence at first intercourse and STIs (odds ratio, 1.20; 95% confidence interval, 0.91-1.57) seemed to be attenuated by subsequent sexual violence. CONCLUSIONS: Understanding that women who reported a variety of coercive sexual experiences are more likely to have contracted an STI may indicate a need to focus on the broader continuum of sexual violence to fully understand the impact of even subtle forms of violence on women's health. In addition, focusing on subsequent sexual behaviors and other negative consequences remains important to improve the sexual health of women who have experienced coercive sexual intercourse.

Lifetime Interpersonal Violence or Abuse and Diabetes Rates by Sex and Race.

INTRODUCTION: Lifetime exposure to interpersonal violence or abuse has been associated with several chronic diseases, including adult-onset diabetes, yet this pattern has not been confirmed by sex and race within a large cohort. METHODS: Data from the Southern Community Cohort Study collected between 2002-2009 and 2012-2015 were used to explore the relationship between lifetime interpersonal violence or abuse and diabetes (N=25,251). Prospective analyses of lower-income people living in the southeastern U.S. were conducted in 2022 to examine the risk of adult-onset diabetes associated with lifetime interpersonal violence or abuse by sex and race. Lifetime interpersonal violence or abuse was defined as (1) physical or psychological violence, threats, or abuse in adulthood (adult interpersonal violence or abuse) and (2) childhood abuse or neglect. RESULTS: After adjustment for potentially confounding factors, adult interpersonal violence or abuse was associated with a 23% increased risk of diabetes (adjusted hazard ratio=1.23; 95% CI=1.16, 1.30). Diabetes risks associated with childhood abuse or neglect were 15% (95% CI=1.02, 1.30) for neglect and 26% (95% CI=1.19, 1.35) for abuse. When combining adult interpersonal violence or abuse and childhood abuse or neglect, the risk of diabetes was 35% higher (adjusted hazard ratio=1.35; 95% CI=1.26, 1.45) than those experiencing no violence, abuse, or neglect. This pattern held among Black and White participants, and among women and men. CONCLUSIONS: Both adult interpersonal violence or abuse and childhood abuse or neglect increased the risk of adult-onset diabetes in a dose-dependent pattern for men and women, and by race. Intervention and prevention efforts to reduce adult interpersonal violence or abuse and childhood abuse or neglect could not only reduce the risk of lifetime interpersonal violence or abuse but may also reduce one of the most prevalent chronic diseases, adult-onset diabetes.

Bystander Program to Reduce Sexual Violence by Witnessing Parental Intimate Partner Violence Status.

INTRODUCTION: Youth who witness parental intimate partner violence are at increased risk for sexual violence. Existing data from a cluster RCT were used to determine the effectiveness of Green Dot bystander intervention to reduce sexual violence among high-school students who did and did not witness parental intimate partner violence. STUDY DESIGN: A secondary analysis was conducted in 2021 of extant data from a 5-year cluster RCT. SETTING/PARTICIPANTS: A total of 26 high schools in Kentucky were randomized to intervention or control condition in 2010. A total of 15,863 surveys were analyzed from baseline, 30,014 from partial intervention implementation (Years 1 and 2), and 25,907 from full implementation (Years 3 and 4). The sample was stratified to include students who witnessed or did not witness parental intimate partner violence. INTERVENTION: The bystander intervention program was delivered in 2 stages. During partial implementation, a persuasive speech describing rates, risk factors, and bystander-based approaches to violence prevention was provided to most students in schools randomized to the intervention. During full implementation, an in-depth 5-hour skill-based bystander training was provided to popular opinion leaders among the students in intervention schools (10%-15%). MAIN OUTCOME MEASURES: The primary outcome was sexual assault measured as perpetration and victimization. Secondary outcomes included sexual harassment and stalking, measured as victimization and perpetration. RESULTS: During full implementation, among students who witnessed parental intimate partner violence, the intervention was associated with significant reductions in sexual assault perpetration (ß= -0.21, p<0.01), sexual harassment perpetration (ß= -0.29, p<0.001), sexual assault victimization (ß= -0.25, p<0.01), and sexual harassment victimization (ß= -0.45, p<0.001). For students who did not witness parental intimate partner violence, the intervention was only associated with reductions in sexual harassment (ß= -0.19, p<0.001) and stalking (ß= -0.09, p<0.01) victimization. CONCLUSIONS: As implemented in the parent RCT, the bystander training was more effective at reducing violent outcomes among those who witnessed parental intimate partner violence than in those who did not witness parental intimate partner violence. TRIAL REGISTRATION: This study is registered at www. CLINICALTRIALS: gov, under identifier NCT01878097.

A Methodology Report for the Life's Snapshot Cohort Study to Investigate the Long-Term Efficacy of a Violence Intervention.

Engaged bystander interventions are recognized as "promising" programming to reduce sexual violence (SV), yet little is known of the long-term (>12-month) impact of programming on SV and related forms of gender-based violence. Funded by NIH as a prospective cohort study, Life's Snapshot recruited and followed three waves of high school seniors who had participated in a large high-school cluster-randomized controlled trial to evaluate the effectiveness of the Green Dot bystander intervention. This report provides the study design, recruitment methodology, recruitment and retention rates, survey items, and psychometric properties of measures included in the initial and annual electronic surveys with 24-48 months follow-up.

Sexual Violence Perpetration as a Risk Factor for Current Depression or Posttraumatic Symptoms in Adolescents.

Sexual violence perpetration (SVP), including coerced, physically forced, and alcohol- or drug-facilitated unwanted sex, occurs frequently in adolescence and may represent a risk factor for future perpetration. Sexual violence victimization (SVV) has been found to be a risk factor for increased rates of depression and posttraumatic stress disorder (PTSD); however, the associations of SVP with depression or posttraumatic stress symptoms (PTSS) have been less well described. This study examined associations between symptoms of depression and PTSS with SVP in the prior 12 months among high school students. In this cross-sectional analysis, a representative sample of public high school students (ninth-12th grades) completed self-reported surveys on peer SVP and SVV within the past year. Among 16,784 students completing surveys, 7.2% disclosed SVP against another high school student in the past 12 months; 64.4% of students disclosing SVP also experienced SVV. Both SVP and SVV, alone or in combination, were associated with a greater likelihood of symptoms of depression or PTSS. These associations were similar by sex and sexual minority status (e.g., lesbian, gay, bisexual, transgender, and queer [LGBTQ+]). These findings highlight the need for continued primary prevention efforts. Additional screening to recognize adolescent SVP can allow both early treatment of depression and PTSD and address the individual risks of SVP to reduce subsequent repeated sexual assaults.

How Does Green Dot Bystander Training in High School and Beyond Impact Attitudes Toward Violence and Sexism in a Prospective Cohort?

Bystander interventions are recognized as "promising" programming to reduce sexual violence. Gaps in current evaluations include limited follow-up post-training (beyond 24 months) and knowledge of additional bystander training during follow-up.In this prospective cohort study, nested in a cluster randomized controlled trial (RCT), three cohorts of high school (HS) seniors were recruited (Fall 2013-2015) and followed through Spring 2018 (n = 1,831). Training was based on their school cluster RCT assignment and receipt of additional Green Dot (GD) training after HS. Training was hypothesized to be associated with lower scores indicating less acceptance of violence or sexism.Sixty percent reported GD training after HS (68.7% of 986 in intervention and 50% of 845 in control conditions). No significant differences (p < .05) were observed by GD training for four of the five violence acceptance or sexism attitudinal measures at recruitment or final surveys. For "ambivalent sexism" alone was there a significant reduction in scale scores over time in the intervention versus control condition. Additional GD training after the RCT significantly reduced neither violence acceptance nor sexism scores over time.GD training does not appear to have a consistent longer-term impact on reducing violence acceptance and sexism.

Prevention of sexual violence among college students: Current challenges and future directions.

Objective Preventing sexual violence among college students is a public health priority. This paper was catalyzed by a summit convened in 2018 to review the state of the science on campus sexual violence prevention. We summarize key risk and vulnerability factors and campus-based interventions, and provide directions for future research pertaining to campus sexual violence. Results and Conclusions: Although studies have identified risk factors for campus sexual violence, longitudinal research is needed to examine time-varying risk factors across social ecological levels (individual, relationship, campus context/broader community and culture) and data are particularly needed to identify protective factors. In terms of prevention, promising individual and relational level interventions exist, including active bystander, resistance, and gender transformative approaches; however, further evidence-based interventions are needed, particularly at the community-level, with attention to vulnerability factors and inclusion for marginalized students.

Kriged and modeled ambient air levels of benzene in an urban environment: an exposure assessment study.

BACKGROUND: There is increasing concern regarding the potential adverse health effects of air pollution, particularly hazardous air pollutants (HAPs). However, quantifying exposure to these pollutants is problematic. OBJECTIVE: Our goal was to explore the utility of kriging, a spatial interpolation method, for exposure assessment in epidemiologic studies of HAPs. We used benzene as an example and compared census tract-level kriged predictions to estimates obtained from the 1999 U.S. EPA National Air Toxics Assessment (NATA), Assessment System for Population Exposure Nationwide (ASPEN) model. METHODS: Kriged predictions were generated for 649 census tracts in Harris County, Texas using estimates of annual benzene air concentrations from 17 monitoring sites operating in Harris and surrounding counties from 1998 to 2000. Year 1999 ASPEN modeled estimates were also obtained for each census tract. Spearman rank correlation analyses were performed on the modeled and kriged benzene levels. Weighted kappa statistics were computed to assess agreement between discretized kriged and modeled estimates of ambient air levels of benzene. RESULTS: There was modest correlation between the predicted and modeled values across census tracts. Overall, 56.2%, 40.7%, 31.5% and 28.2% of census tracts were classified as having 'low', 'medium-low', 'medium-high' and 'high' ambient air levels of benzene, respectively, comparing predicted and modeled benzene levels. The weighted kappa statistic was 0.26 (95% confidence interval (CI) = 0.20, 0.31), indicating poor agreement between the two methods. CONCLUSIONS: There was a lack of concordance between predicted and modeled ambient air levels of benzene. Applying methods of spatial interpolation for assessing exposure to ambient air pollutants in health effect studies is hindered by the placement and number of existing stationary monitors collecting HAP data. Routine monitoring needs to be expanded if we are to use these data to better assess environmental health risks in the future.

Bystander Intervention Efficacy to Reduce Teen Dating Violence Among High School Youth Who Did and Did Not Witness Parental Partner Violence: A Path Analysis of A Cluster RCT.

Youth who witness parental intimate partner violence (IPV) are at increased risk of teen dating violence (DV). This analysis of secondary data investigated whether a bystander intervention program, Green Dot, was effective at reducing physical and psychological DV victimization and perpetration among youth who had and had not previously witnessed parental IPV. The parent RCT assigned 13 schools to control and 13 schools to the Green Dot intervention. Responses from 71,797 individual surveys that were completed by high school students were analyzed across three phases of a 5-year cluster randomized control trial. Multigroup path analyses revealed that students in intervention schools who witnessed parental IPV had a reduction in psychological (p < .001) and physical DV (p < .01) perpetration and psychological DV victimization (p < .01) in Phase 2 of the intervention, while those who did not witness parental IPV had a significant reduction in psychological DV victimization (p < .01). Individuals in the intervention received more training (p < .001), which was associated with lower levels of violence acceptance (p < .001). Violence acceptance was positively associated with DV victimization and perpetration (p < .001), especially for individuals who previously witnessed parental IPV. Green Dot is an effective program at reducing DV victimization and perpetration among the high-risk group of youth who previously witnessed parental IPV, largely operating through violence acceptance norms. This underscores the bystander intervention approach as both a targeted and universal prevention program.

Sexual Minority High School Boys' and Girls' Risk of Sexual Harassment, Sexual Violence, Stalking, and Bullying.

We report the prevalence and number of violent events of sexual violence, sexual harassment, stalking, and bullying experienced among sexual minority girls, sexual minority boys, heterosexual girls, and heterosexual boys. We conducted covariate-adjusted analyses of variance on 16,243 high school youth from 13 schools in Kentucky. Sexual minority boys and girls and heterosexual girls had higher rates of all forms of violence compared with heterosexual boys, but rates of violence between sexual minority girls and boys were statistically equivalent. Prevention and intervention programs must incorporate elements of minority stress theory to disrupt heterosexist norms that contribute to violence.

Effect sizes and intra-cluster correlation coefficients measured from the Green Dot High School study for guiding sample size calculations when designing future violence prevention cluster randomized trials in school settings.

PURPOSE: Cluster randomized controlled trials (cRCTs) are popular in school-based research designs where schools are randomized to different trial arms. To help guide future study planning, we provide information on anticipated effect sizes and intra-cluster correlation coefficients (ICCs), as well as school sizes, for dating violence (DV) and interpersonal violence outcomes based on data from a cRCT which evaluated the bystander-based violence intervention 'Green Dot'. METHODS: We utilized data from 25 schools from the Green Dot High School study. Effect size and ICC values corresponding to dating and interpersonal violence outcomes are obtained from linear mixed effect models. We also calculated the required number of schools needed for future studies utilizing available methods that do and do not consider variation in school size. RESULTS: Observed effect sizes for DV outcomes range from 0.06 to 0.11. Observed ICC values for DV outcomes range from 0.0006 to 0.0032. The upper limit of 95% CIs for the true ICCs range from 0.0023 to 0.0070. CONCLUSION: School-based evaluations with violence outcomes are expected to have small effect sizes. Observed ICCs are less than 0.005 and upper limit of of 95% CIs for the true ICCs are less than 0.01. Designing school-based cRCTs should account for the ICC, even if its value is assumed to be negligible. Furthermore, variation in school sizes should also be accounted for to avoid having too few schools to achieve the desired power.