Racial/ethnic differences in the bullying victimization-suicidality link among LGBQ high school students in the United States.

Although the relationship between bullying victimization and suicidal behaviors of lesbian, gay, bisexual, transgender, and questioning (i.e., unsure of their sexual orientation) students has been well documented in research, few studies have focused on how bullying victimization might be related to suicidal behaviors among youth with intersectional identities. This study examines associations between bullying victimization and suicidal behaviors across racial/ethnic groups in a sample of lesbian, gay, bisexual, and questioning (LGBQ) students. Data for this cross-sectional study were derived from the Center for Disease Control and Prevention's Youth Risk Behavior Survey combined data set (2003-2019), with a sample of 95,603 students who identified as LGBQ. Analyses included descriptive statistics and logistic regression. We found that homophobic bullying victimization was associated with higher odds of suicidal ideation and plans among the total sample and Black and Hispanic students. School-based bullying victimization was associated with higher odds of suicidal ideation, plans, and attempts among white and Hispanic students and higher suicidal ideation among multiracial-non-Hispanic students. Cyberbullying victimization was not associated with suicidal behavior among Asian students, but it was associated with all forms of suicidal behavior among youth of other racial/ethnic identities. Addressing bullying victimization and suicidality with culturally relevant, evidence-based violence prevention strategies is critical.

Teacher-directed violence and anxiety and stress: Predicting intentions to transfer and quit.

Teacher well-being and experiences of violence have become issues of national concern, and teacher shortages have increased since the onset of COVID-19. In this national study, we examined verbal and physical violence against teachers from multiple aggressors and the role of anxiety and stress in predicting intentions to transfer positions or quit the profession. The majority of the sample of 9,370 pre-Kindergarten-12th grade teachers was White (79%) and female (79%). Descriptive analyses revealed that 25% of teachers reported intentions to transfer schools and 43% of teachers reported intentions to quit teaching. Structural equation model results indicated pre-COVID-19 verbal and threatening violence from students, parents, colleagues, and administrators predicted teacher anxiety and stress and intentions to transfer schools (R² ranged from .18 to .23) and quit the profession during COVID-19 (R² ranged from .34 to .36). Anxiety and stress significantly mediated the relation between verbal and threatening violence across all aggressors and teacher intentions to transfer schools and quit the profession. Physical violence from certain aggressors predicted anxiety and stress and intention to transfer schools (R² ranged from .15 to .18) and quit the profession (R² ranged from .32 to .34). Further, teacher and school characteristics, such as identifying as a person of color and teaching at the middle and high school levels, were associated with greater intentions to transfer schools and quit the profession. Implications for school-based research, practice, and policy are discussed to address violence and promote positive work and learning environments for all school stakeholders. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

A systematic review of how social connectedness influences associations between racism and discrimination on health outcomes.

Racial discrimination is a well-known risk factor of racial disparities in health. Although progress has been made in identifying multiple levels through which racism and racial discrimination influences health, less is known about social factors that may buffer racism's associations with health. We conducted a systematic review of the literature with a specific focus on social connectedness, racism, and health, retrieving studies conducted in the United States and published between January 1, 2012, and July 30, 2022, in peer-reviewed journals. Of the 787 articles screened, 32 were selected for full-text synthesis. Most studies (72%) were at the individual level, cross-sectional, and among community/neighborhood, school, or university samples. Studies had good methodological rigor and low risk of bias. Measures of racism and racial discrimination varied. Discrimination scales included unfair treatment because of race, schedule of racist events, experiences of lifetime discrimination, and everyday discrimination. Measures of social connectedness (or disconnectedness) varied. Social-connectedness constructs included social isolation, loneliness, and social support. Mental health was the most frequently examined outcome (75%). Effect modification was used in 56% of studies and mediation in 34% of studies. In 81% of studies, at least 1 aspect of social connectedness significantly buffered or mediated the associations between racism and health. Negative health associations were often weaker among people with higher social connectedness. Social connectedness is an important buffering mechanism to mitigate the associations between racial discrimination and health. In future studies, harmonizing metrics of social connectedness and racial discrimination can strengthen causal claims to inform interventions.

Adults and Family as Supportive of Adolescent Sexual Development in the Age of Smartphones? Exploring Cybersexual Violence Victimization, Pornography Use, and Risky Sexual Behaviors.

Among adolescents, engagement in risky sexual behavior is an important public health concern. Research has begun to explore the impact of adolescents' online experiences with their social and behavioral health as approximately 95% of adolescents have access to a smartphone connected to the internet. However, little research has specifically examined how online experiences impact sexual risk behaviors among adolescence. To fill gaps in the existing research, the current study sought to investigate the association between two potential risk factors and three sexual risk behavior outcomes. We examined how experiencing cybersexual violence victimization (CVV) and using pornography during early adolescence was associated with condom use, birth control use, and use of alcohol and drugs before sex among U.S. high school students (n = 974). Additionally, we explored multiple forms of adult support as potential protective factors of sexual risk behaviors. Our findings suggest that CVV and porn use may be associated with risky sexual behaviors for some adolescents. In addition, parental monitoring and support from adults at school may be two ways to support healthy adolescent sexual development.

The relation of classroom climate to adolescents' countering hate speech via social skills: A positive youth development perspective.

INTRODUCTION: Hate speech is a current challenge for schools around the globe. At the same time, students worldwide stand up to hate speech by countering it. Guided by a positive youth development perspective, the present study investigated the direct and indirect associations between classroom climate (environmental assets), social skills (personal assets), and countering hate speech (as a proxy of thriving) among adolescents. METHODS: The sample included 3225 students in grades 7-9 (51.7% self-identified as female) from 40 schools in Germany (n = 1841) and Switzerland (n = 1384). Students completed self-report questionnaires that assessed classroom climate, three facets of social skills (i.e., perspective-taking, prosocial behavior, assertiveness), and counterspeech. RESULTS: The results of the 2-(1-1-1)-1 multilevel mediation analysis revealed that classroom climate (L2) and the three facets of social skills (L1) had a direct positive effect on counterspeech (L1). Furthermore, classroom climate (L2) also had a direct positive effect on the three facets of social skills (L1). Finally, classroom climate (L2) had an indirect positive effect on counterspeech (L1) via all three aspects of social skills (L1). CONCLUSION: The findings highlight that successful anti-hate speech programs may entail a combination of environmental and personal factors for increasing adolescents' active contribution to an inclusive and discrimination-free classroom environment where hate speech is not tolerated.

Would Caring Teachers Buffer the Link Between Violence Victimization and Early Sexual Initiation? Comparing Heterosexual and Non-Heterosexual African American Youth.

This study investigated the relationship between youth violence exposures (i.e., peer and neighborhood) and early sexual initiation. It also explored whether caring relationships with teachers might moderate this relationship and whether results differed for heterosexual versus non-heterosexual African American youth. The study sample (N = 580) comprised 475 heterosexual and 105 non-heterosexual youths, 319 female and 261 male, ages 13 to 24 years (M age = 15.8). Students were assessed for peer and neighborhood violence, relationship with teachers, early sexual initiation, sexual orientation, and socioeconomic status. Major results indicated a positive relationship between exposure to peer and neighborhood violence and early sexual initiation for heterosexual youth but not those who identified as non-heterosexual. Further, identifying as female (vs. male) was significantly associated with later sexual initiation for both heterosexual and non-heterosexual youth. In addition, caring teachers moderated the relationship between exposure to peer violence and age of sexual initiation among non-heterosexual youth. Programs and interventions to curtail violence sequelae would need to consider the unique effects of various types of youth violence exposures and the significance of sexual orientation.

Pilot Evaluation of the Elementary Social-Emotional Learning Program Sources of Strength.

Schools and students have faced a variety of challenges during the 2020-2021 academic year as the COVID-19 pandemic continues. These issues have drawn attention to the increased need for robust social-emotional learning skills at the elementary level to address the deficits exacerbated by the pandemic. Sources of Strength is an evidence-based suicide prevention program for middle and high school students. In 2020, Sources of Strength launched an elementary school curriculum focused on promoting protective factors and resilience. Data were collected across 11 elementary schools (N = 1022; 3-5th graders) in the Great Plains region of the USA at two time points during the COVID-19 pandemic (T1: Fall of 2020, T2: Spring of 2021). We examine the effectiveness of the program using a pre- and post-test design measuring various student social-emotional outcomes including positive classroom climate, emotional problems, school belonging, help-seeking attitudes, bullying perpetration, peer victimization, student and teacher intervention, student well-being, and student resilience. The program was evaluated using multilevel regression models to examine the associations between self-reported student program exposure and student outcomes. Although comparisons between T1 and T2 indicated a worsening of several student outcomes, positive associations were found when accounting for the degree of student exposure to the program. Greater student exposure was associated with improved positive classroom climate, school belonging, help-seeking attitudes, student well-being, resiliency, and lower reports of emotional problems. Implications for research and practice are discussed. Supplementary Information: The online version contains supplementary material available at 10.1007/s12310-023-09567-0.

Teachers, Stress, and the COVID-19 Pandemic: A Qualitative Analysis.

The 2020-2021 academic year brought numerous challenges to teachers across the country as they worked to educate students amidst the COVID-19 pandemic. The current study is a secondary data analysis of qualitative responses collected as part of a teacher survey to evaluate a social emotional learning curriculum implemented during the 2020-2021 academic year. The lived experiences of teachers (N = 52) across 11 elementary schools in the Great Plains region were captured through open-ended questions as the teachers transitioned from in-person to remote learning. A phenomenological approach was utilized to analyze the challenges expressed by teachers as they faced instability and additional professional demands. Given that stress and other factors that strain mental health exist within multiple layers of an individual's social ecology, a modified social-ecological framework was used to organize the results and themes. Findings suggest that during the academic year, teachers experienced stressors related to their personal and professional roles, concerns for students' well-being which extended beyond academics, and frustrations with administration and other institutional entities around COVID safety measures. Without adequate support and inclusion of teacher perspectives, job-related stress may lead to teacher shortages, deterioration of teacher mental health, and ultimately worse outcomes for students. Implications for policy, research, and practice are discussed. Supplementary Information: The online version contains supplementary material available at 10.1007/s12310-022-09533-2.

Social-Ecological Predictors of Homophobic Name-Calling Perpetration and Victimization Among Early Adolescents.

Bias-based aggression at school in the form of homophobic name-calling is quite prevalent among early adolescents. Homophobic name-calling is associated with low academic performance, higher risky sexual behaviors, and substance abuse, among other adverse outcomes. This longitudinal study examined risk and protective factors across multiple domains of the social ecology (individual, peer, family, school and community) and levels of analysis (within- and between-person) associated with homophobic name-calling perpetration and victimization. Students from four middle schools in the U.S. Midwest (N = 1,655; X ¯ age = 12.75; range = 10-16 years) were surveyed four times (Spring/Fall 2008, Spring/Fall 2009). For homophobic name-calling perpetration, significant risk factors included impulsivity, social dominance, traditional masculinity, family violence, and neighborhood violence; while empathy, peer support, school belonging, and adult support were significant protective factors. For homophobic name-calling victimization, significant risk factors included empathy (between-person), impulsivity, traditional masculinity, family violence, and neighborhood violence, while empathy (within-person), parental monitoring, peer support, school belonging, and adult support were significant protective factors.

Accounting for Context in Randomized Trials after Assignment.

Many preventive trials randomize individuals to intervention condition which is then delivered in a group setting. Other trials randomize higher levels, say organizations, and then use learning collaboratives comprised of multiple organizations to support improved implementation or sustainment. Other trials randomize or expand existing social networks and use key opinion leaders to deliver interventions through these networks. We use the term contextually driven to refer generally to such trials (traditionally referred to as clustering, where groups are formed either pre-randomization or post-randomization - i.e., a cluster-randomized trial), as these groupings or networks provide fixed or time-varying contexts that matter both theoretically and practically in the delivery of interventions. While such contextually driven trials can provide efficient and effective ways to deliver and evaluate prevention programs, they all require analytical procedures that take appropriate account of non-independence, something not always appreciated. Published analyses of many prevention trials have failed to take this into account. We discuss different types of contextually driven designs and then show that even small amounts of non-independence can inflate actual Type I error rates. This inflation leads to rejecting the null hypotheses too often, and erroneously leading us to conclude that there are significant differences between interventions when they do not exist. We describe a procedure to account for non-independence in the important case of a two-arm trial that randomizes units of individuals or organizations in both arms and then provides the active treatment in one arm through groups formed after assignment. We provide sample code in multiple programming languages to guide the analyst, distinguish diverse contextually driven designs, and summarize implications for multiple audiences.

Latent Class Analysis of Victimization Patterns and Associated Protective Factors among LGBTQ Youth.

Youth victimization in schools remains a fervent public health issue, despite increased awareness of this issue, and this is especially true for marginalized populations like lesbian, gay, bisexual, transgender, and queer (LGBTQ) youth. Youth violence has been studied widely, but less research has sought to understand factors protective of violence victimization, particularly protective factors shared across multiple forms of violence. In the current study, we utilized latent class analysis to test patterns of three types of victimization: peer victimization (PV), homophobic name-calling victimization (HNCV), and sexual harassment victimization (SHV). In addition, we tested protective factors associated with experiencing these types of violence. Our sample included 4778 9-11th graders in the United States, of which about 15% identified as LGBTQ. Three unique classes of victimization emerged, suggesting that concurrent forms of violence occur among some groups of adolescents. LGBTQ youth were more likely to be members of classes which demonstrated higher levels of victimization. Consistent with previous literature, medical access, counseling access, family support, peer support, and spirituality emerged as significant protective factors associated with a lower risk of victimization. We discuss the implications of our findings with specific attention to protecting the wellbeing of SGM youth.

Violence perpetration prevalence among Colorado (United States) high school students across gender, racial/ethnic, and sexual identities.

Adolescent violence, including sexual violence, homophobic name-calling, and teen dating violence, are public health problems that cause harm to many adolescents in the United States. Although research on the perpetration of these forms of adolescent violence has increased in recent years, little is known about perpetration rates across gender, race/ethnicity, and sexual orientation. To address this gap, the current study descriptively examined perpetration rates between and across different identities, including self-identified race/ethnicity, sexual identity, and gender identity. In Fall 2017, 9th - 11th grade students (N = 4782) at 20 high schools in Colorado (United States) completed a survey that assessed demographics (e.g., race/ethnicity, sexual identity, and gender identity) and various forms of violence perpetration. Compared to female adolescents, male adolescents reported significantly higher perpetration rates for: any sexual violence (27% vs. 17%); sexual harassment (26% vs. 15%); unwanted sexual contact (8% vs. 4%); and homophobic name-calling (61% vs. 38%). Differences in perpetration rates were also observed among various racial/ethnic, sexual, and gender minority students compared to non-minority students. This emphasizes a need for more research on how minority stress that results from the dynamics of intersecting identities and societal systems of power-including racism, sexism, homophobia, and transphobia-contributes to violence perpetration. Evidence-based violence prevention approaches, particularly strategies targeted at changing social norms about violence, gender, and sexuality, need to be tailored and evaluated for students with diverse cultural and social identities to ensure safe school climates for all students.

Teen Dating Violence Victimization: Associations Among Peer Justification, Attitudes Toward Gender Inequality, Sexual Activity, and Peer Victimization.

The current study, grounded in a social learning theoretical framework, examined attitudes and behaviors associated with verbal and physical teen dating violence (TDV) victimization. Because TDV varies by gender in both frequency and severity, these associations were examined first within the overall sample, and then by gender to further investigate these differences. A total of 1,884 adolescents (49.2% boys; 50.8% girls; average age 14.79 years; SD = .58) who reported ever dating someone were included in the analysis. Specifically, peers' justification of TDV, attitudes supporting gender inequality, sexual activity, and peer victimization were included to determine their cross-sectional association with verbal and physical TDV victimization. Data were analyzed separately for boys and girls. Results indicated that peers' justification of TDV, peer victimization, sexual activity, and attitudes supporting gender inequality were each associated with higher physical and verbal TDV victimization for girls and boys. Most of these factors remained significant when separated by gender, except for sexual activity and attitudes supporting gender inequality, which were not associated with physical TDV victimization for boys and girls, respectively. Implications for practice and research are discussed.

A Latent Class Approach to Understanding Associations between Sports Participation, Substance Use, Dismissive Attitudes, and Sexual Violence Perpetration among High School Athletes.

Sexual violence (SV) among adolescents continues to be a major public health concern with numerous consequences. Research, predominantly with male collegiate samples, has suggested an association between sports participation and SV perpetration, and has included other important risk factors such as substance use and attitudes. However, more research is needed in this area among adolescents. The current study uses latent class analysis (LCA) to examine data- driven classes of high school student athletes (N = 665) engaged in three risk factor areas for SV: sport contact level, likelihood of substance use, and attitudes dismissive of SV. Once classes were enumerated and fit separately for male and female samples, pairwise comparisons were conducted on scores on two forms of SV (perpetration of sexual harassment and unwanted sexual contact) as a function of class membership. A 5-class solution was retained for both males and females. In the female sample, regarding SV-harassment, those most likely to perpetrate sexual harassment were those characterized by high likelihood of use of cigarettes, marijuana, alcohol, vape products, and those who played any type of sport. Too few females endorsed perpetration of unwanted sexual contact for pairwise comparisons to be conducted. For males, the classes most likely to perpetrate both forms of SV were those who were likely to endorse high likelihood to use of cigarettes, marijuana, alcohol, vape products, endorse attitudes dismissive of SV, and play any type of sport but especially high contact sports. These findings implicate high school athletic spaces as important venues for sexual violence prevention efforts.

A Systematic Review and Meta-analysis of Interventions to Decrease Cyberbullying Perpetration and Victimization.

Evidence suggests that cyberbullying among school-age children is related to problem behaviors and other adverse school performance constructs. As a result, numerous school-based programs have been developed and implemented to decrease cyberbullying perpetration and victimization. Given the extensive literature and variation in program effectiveness, we conducted a comprehensive systematic review and meta-analysis of programs to decrease cyberbullying perpetration and victimization. Our review included published and unpublished literature, utilized modern, transparent, and reproducible methods, and examined confirmatory and exploratory moderating factors. A total of 50 studies and 320 effect sizes spanning 45,371 participants met the review protocol criteria. Results indicated that programs significantly reduced cyberbullying perpetration (g = -0.18, SE = 0.05, 95% CI [-0.28, -0.09]) and victimization (g = -0.13, SE = 0.04, 95% CI [-0.21, -0.05]). Moderator analyses, however, yielded only a few statistically significant findings. We interpret these findings and provide implications for future cyberbullying prevention policy and practice.

Social Networks of Adolescent Sexual Violence Perpetrators: Peer Friendship and Trusted Adult Characteristics.

The current study tested differences in social network characteristics of high school students who report perpetrating sexual violence (SV) versus those who do not. N = 4554 students (49% male, 49% female, 2% another gender identity; 45% Hispanic, 43% white, 12% another racial identity) from 20 high schools reported how often they had perpetrated 13 sexually violent behaviors. Using their responses, students were classified as follows: non-perpetrators, sexual harassment perpetrators, low contact perpetrators, or high contact perpetrators. Students named up to 7 close friends and up to 7 trusted adults at their school and answered questions about other behaviors and attitudes. This information was used to assess (1) students' connections with peers, (2) students' connections with trusted adults, and (3) friends' characteristics. Multilevel models indicated that compared to their peers, high contact perpetrators were less involved in the peer networks, less connected to trusted adults, and more likely to have friends who were involved in risky behaviors (e.g., sexual violence, homophobic name-calling, substance use). Low contact perpetrators were as connected to peers and trusted adults as non-perpetrators but were more likely to have friends engaged in sexual violence and homophobic naming-calling perpetration. By contrast, sexual harassment perpetrators were more involved and held higher status in the peer network (e.g., received more friendship nominations) but otherwise had similar friendship characteristics and similar connections to trusted adults as non-perpetrators. Building on these results, social network-informed SV prevention should use opinion leaders to change SV norms throughout the network and encourage new relationships between low- and high-risk students so as to disseminate norms that do not tolerate SV. Promoting connections to trusted adults also may be a useful avenue, especially for isolated adolescents.Trial Registration This study is registered at www.clinicaltrials.gov NCT01672541. Syntax code is available from the authors upon request.

Adolescent bullying victimization and psychosomatic symptoms: Can relationship quality with fathers buffer this association?

The present study explored racial/ethnic and sex differences in fathers' awareness and perceived ease of communication with fathers and how they are related to adolescent bullying victimization and psychosomatic symptoms. Data were drawn from the 2009 to 2010 Health Behavior in School-Aged Children study in the United States. The sample consists of 5,121 White, 1,497 African American, and 1,850 Hispanic adolescents in grades 5 to 10. For all three racial and ethnic groups, bullying victimization was positively associated with psychosomatic symptoms. A higher level of the child's perception of their father's awareness was found to be positively associated with lower levels of bullying victimization for White and Hispanic adolescents. African American, White, and Hispanic adolescents who perceived their fathers as easy to communicate with had a lower risk of bullying victimization. The child's perception of their father's awareness buffered the positive association between bullying victimization and psychosomatic symptoms for Hispanic adolescents. A higher child's perception of their father's awareness was related to lower bullying victimization for adolescents of both sexes. The child's perception of their father's awareness and their perceived ease of communication with their father were found to be associated with a decreased risk of psychosomatic symptoms for both sexes. Overall, the results support the importance of relationship quality with fathers as a protective factor against bullying victimization.

Supporting Sexual Minority Youth: Protective Factors of Adverse Health Outcomes and Implications for Public Health.

PURPOSE: Sexual and gender minority (SGM) youth (e.g., gay, lesbian, bisexual, questioning, transgender) are systemically impacted by victimization and poor mental health because of discrimination in society. To prevent adverse outcomes, we must understand factors that help communities support and protect SGM youth. This study examined to what extent protective factors longitudinally predict outcomes 2 years later in an effort to inform more sensitive prevention efforts. METHODS: Students from nine Colorado high schools (N = 2,744) completed surveys across four consecutive school semesters (T1 to T4). Structural equation modeling was conducted to determine the longitudinal associations between baseline protective factors (access to medical and counseling services, help-seeking beliefs, trusted adults, family support, peer support, spirituality) and distal adverse outcomes (substance use, depression, suicidal ideation, peer victimization, bullying perpetration, sexual violence victimization and perpetration, homophobic name-calling victimization, and perpetration), by sexual orientation. RESULTS: All protective factors examined, except for access to medical services, were associated with lower likelihood of adverse outcomes. Associations differed across sexual orientations. For students identified as questioning or something other than heterosexual, lesbian, gay, or bisexual, family support is a notable protective factor of depression, peer victimization, bullying perpetration, and sexual violence perpetration. Family support was not significantly protective for these outcomes among heterosexual, lesbian, gay, and bisexual students. CONCLUSIONS: There is no singular protective factor or universally impactful intervention for public health. Public health initiatives should recognize intersectional identities of young people and build strategies that are relevant to specific identities to create more comprehensive and effective programing.

Bullying victimization, psychosocial functioning, and protective factors: Comparing African American heterosexual and sexual minority adolescents in Chicago's Southside.

African American heterosexual and sexual minority (SM) adolescents report widespread bullying victimization (BV), which is associated with poorer psychosocial functioning. However, studies examining potential protective factors that moderate this association are limited. Using data from a cross-sectional study conducted in Chicago, we examined the association between BV and psychosocial functioning among a sample of heterosexual (n = 475) and SM (n = 105) African American adolescents and examined whether four empirically-supported protective factors moderated these associations. Among SM adolescents, having close parents was protective against psychosomatic symptoms for those who reported high BV and having caring teachers was protective against substance use for those who reported both high and low BV. Among heterosexual adolescents, having close parents was protective against substance use for those who reported high BV but having high neighborhood support exacerbated the risk of developing psychosomatic symptoms for those who reported high BV. Implications for school and parental-based interventions are discussed.

A meta-analysis of longitudinal partial correlations between school violence and mental health, school performance, and criminal or delinquent acts.

The daily challenges resulting from all types of school violence-such as physical aggression, bullying, peer victimization, and general threats-have the potential to affect, longitudinally, students' mental health, school performance, and involvement in criminal or delinquent acts. Across primary and secondary studies, however, variation in how and how much school violence relates to these outcomes, has persisted. The purpose of this systematic review and meta-analysis, therefore, was to clarify this uncertainty by synthesizing the longitudinal relations. We conducted exhaustive searching procedures, implemented rigorous screening and coding processes, and estimated an underused effect size, the partial correlation from multiple regression models, before estimating a random-effects meta-analysis using robust variance estimation. We meta-analyzed 114 independent studies, totaling 765 effect sizes across 95,618 individual participants. The results of the overall analyses found a statistically significant longitudinal relation between school violence, in any role, and the aggregated outcome variables (rp = .06). Given that this effect size inherently controls for multiple potential confounding covariates, we consider the relation's magnitude clinically meaningful. We end by discussing ways practitioners and researchers may use these analyses when implementing prevention programming and how the field of meta-analysis should more frequently utilize the partial correlation. (PsycInfo Database Record (c) 2021 APA, all rights reserved).