Scaling Up a Multifaceted Violence Prevention Package: County-Level Impact of the North Carolina Youth Violence Prevention Center.

OBJECTIVE: Multifaceted approaches to youth-violence prevention package evidence-based programs into initiatives that yield large-scale impact. This study assessed the impact of a package of evidence-based violence prevention programs, implemented as part of the North Carolina Youth Violence Prevention Center, on county-level violence indicators. METHOD: Using growth-curve modeling, the target county was compared to all other counties in North Carolina and a comparison county. RESULTS: Results reveal downward trends on several county-level indicators (i.e., undisciplined/delinquent complaints, total delinquent complaints, juvenile arrests-aggravated assaults, and short-term suspensions) throughout the intervention period. However, statistical tests were unable to confirm that intervention-period scores on youth-violence indicators were significantly different than expected scores given the relationship between pretest and intervention-period scores in other North Carolina counties. CONCLUSIONS: Although additional administrative data points are needed to support the hypotheses, this study provides preliminary evidence of the effectiveness of North Carolina Youth Violence Prevention Center interventions.

The Impact of Teen Court on Rural Adolescents: Improved Social Relationships, Psychological Functioning, and School Experiences.

Teen Court is a prevention program aimed at diverting first time juvenile offenders from the traditional juvenile justice system and reintegrating them into the community. Few studies have examined if Teen Court impacts adolescent functioning. We examined how Teen Court participation impacted psychosocial functioning, social relationships, and school experiences in a sample of 392 rural Teen Court participants relative to two comparison samples, one from the same county as Teen Court (n = 4276) and one from a neighboring county (n = 3584). We found that Teen Court has the potential to decrease internalizing symptoms, externalizing behavior, violent behavior, parent-adolescent conflict, and delinquent friends, and increase self-esteem and school satisfaction.

Measuring Adolescent Violent Behavior Across Groups: Assessing Measurement Invariance of the Violent Behavior Checklist-Modified.

Measures of violent behavior are often assumed to function identically across different groups (e.g., gender, race/ethnicity). However, failure to verify measurement invariance can lead to biased cross-group comparisons. The current study examines the measurement invariance of the Violent Behavior Checklist-Modified across genders and race/ethnicities. Using multiple group confirmatory factor analysis, configural and metric invariance are assessed in a sample of racially/ethnically diverse middle and high school students ( N = 4,128) in two rural counties. Results indicate that the Violent Behavior Checklist-Modified has partial measurement invariance across genders and race/ethnicities. Specifically, four out of six items were non-invariant across genders, while one out of six items was non-invariant across race/ethnicities. Findings suggest that the latent factor of violence may be qualitatively different across males and females. Implications are discussed.

Risk and protective factors across multiple microsystems associated with internalizing symptoms and aggressive behavior in rural adolescents: Modeling longitudinal trajectories from the Rural Adaptation Project.

The current study examined risk and protective factors across microsystems that impact the development of internalizing symptoms and aggression over 4 years in a sample of culturally diverse, rural adolescents. We explored whether risk and protective factors across microsystems were associated with changes in rates of internalizing symptoms and aggressive behavior. Data came from the Rural Adaptation Project (RAP), a 5-year longitudinal panel study of more than 4,000 students from 26 public middle schools and 12 public high schools. Three level HLM models were estimated to predict internalizing symptoms (e.g., depression, anxiety) and aggression. Compared with other students, risk for internalizing symptoms and aggression was elevated for youth exposed to risk factors in the form of school hassles, parent-child conflict, peer rejection, and delinquent friends. Microsystem protective factors in the form of ethnic identity, religious orientation, and school satisfaction decreased risk for aggression, but were not associated with internalizing symptoms, whereas future orientation and parent support decreased risk for internalizing symptoms, but not aggression. Results indicate that risks for internalizing symptoms and aggression are similar, but that unique protective factors are related to these adolescent behavioral health outcomes. Implications and limitations were discussed. (PsycINFO Database Record

Family dynamics and aggressive behavior in Latino adolescents.

OBJECTIVES: Despite high prevalence rates and evidence that acculturation is associated with adolescent behavioral and mental health in Latino youth, little research has focused on aggressive behavior for this population. The aim of the current study was to fill this research gap by examining the influence of several aspects of family functioning, including parent-adolescent conflict, parent worry, and parent marital adjustment, on aggression among Latino adolescents. METHOD: Data come from the Latino Acculturation and Health Project (LAHP), a longitudinal investigation of acculturation in Latino families in North Carolina and Arizona. Hierarchical linear modeling was used to estimate a longitudinal rater effects model of adolescent aggression as reported by 258 Latino adolescents each paired with 1 parent for a total of 516 participants across 4 time points over a span of 18 months. RESULTS: Results indicated a general decline in aggression over the study window. In addition, parent-adolescent conflict and parent worry predicted higher adolescent aggression whereas parent marital adjustment predicted lower adolescent aggression. CONCLUSIONS: The salience of family risk factors for aggression among Latino adolescents is discussed. (PsycINFO Database Record

An Investigation of Relational Risk and Promotive Factors Associated with Adolescent Female Aggression.

Despite growing trends in adolescent female aggression, much adolescent aggression research has focused on males to the exclusion of their female counterparts. Using relational-cultural and social role theories, the current study identifies the risk and promotive factors associated with adolescent female aggression. Using data from the Rural Adaptation Project (a 5 year longitudinal panel study of youth from two rural, ethnically diverse, low income counties in North Carolina), a 2-level hierarchical linear model was estimated (N = 3580). Internalizing symptoms, association with delinquent friends, peer pressure, and parent-child conflict emerged as risk factors whereas teacher support was a significant promotive factor. Results suggest that interventions should focus on negative relationships in both the parent and peer domains and underscore the need for mental health services for aggressive girls.

Substance use in rural adolescents: The impact of social capital, anti-social capital, and social capital deprivation.

Middle- and high-school substance use is a pressing public health problem in the United States. Despite similar or, in some cases, elevated rates of substance use among rural youth, much of the extant research on adolescent substance use has focused on urban areas. The current study aims to uncover forms of social capital (e.g., ethnic identity), social capital deprivation (e.g., parent-child conflict), and anti-social capital (e.g., delinquent friends) that impact the use of alcohol, cigarettes, and marijuana in a sample of middle- and high-school students from the rural south. It was hypothesized that social capital factors would be associated with decreased substance use while social capital deprivation and anti-social capital factors would be associated with increased substance use. The hypotheses were tested using logistic regression models with generalized estimating equations. The findings indicated that for middle school youth, anti-social capital in the form of aggression and delinquent friends was significantly associated with an increased likelihood of using alcohol, cigarettes, and marijuana. For high school students, anti-social capital in the form of aggression and delinquent friends and social capital deprivation in the form of neighborhood crime were significantly associated with an increased likelihood of using alcohol, cigarettes, and marijuana. Violent behavior was also significantly associated with an increased likelihood of using marijuana. Females reported less substance use in both middle and high school; reports of use increased with age. Implications are discussed. Given the salience of social capital deprivation, substance use programs should emphasize the skills necessary to avoid or disengage from antisocial relationships.

Evaluating dosage effects for the positive action program: How implementation impacts internalizing symptoms, aggression, school hassles, and self-esteem.

Positive Action (PA) is a school-based intervention for elementary-, middle-, and high-school students that aims to decrease problem behaviors (e.g., violence, substance use) and increase positive behaviors (e.g., academic achievement, school engagement). PA has a long history of documented success achieving these aims, making it an Evidence Based Practice (EBP). Intervention research on EBP's has established the importance of implementation fidelity, especially with regard to program dosage; failure to properly implement an EBP can have negative consequences on targeted outcomes, especially if participants are exposed to a low dosage of the program (e.g., fewer lessons than specified). Much of the current research on PA has neglected to examine how program dosage impacts PA's effect on targeted outcomes. Using propensity score models, multiple imputation, and a 2-level hierarchical linear model, the current study fills this gap and examines how different dosages of PA as measured by years participating in PA and number of PA lessons, impacts adolescent internalizing symptoms, aggression, perceptions of school hassles, and self-esteem over a 3-year period. The current sample included middle school students in grades 6, 7, and 8 (N = 5,894). The findings indicate that students who received 3 years of the PA intervention and a high number of PA lessons had a significantly higher self-esteem score than those who received 0 years of PA or zero lessons. Participants who received 1 year of PA also reported significantly lower school hassle scores than those who received 0 years. Dosage had no statistically significant effects on aggression or internalizing score. Implications are discussed. (PsycINFO Database Record

Perceived Peer Delinquency and Externalizing Behavior Among Rural Youth: The Role of Descriptive Norms and Internalizing Symptoms.

Little research has examined the way in which perceptions of peer behavior (i.e., descriptive norms) influence externalizing behavior among rural adolescents. Using a social norms framework, the current study examined gender differences in the relationship between perceived delinquency among friends and externalizing behavior in a sample of rural adolescents. Based on previous research, the authors proposed that adolescents experience negative emotional responses when they believe that their peers are engaging in delinquency, which subsequently influences externalizing behavior. Consequently, internalizing symptoms were explored as a mediator of the relationship between perceived friend delinquency and externalizing behavior. Data came from the NC-ACE Rural Adaptation Project, a longitudinal panel study of adolescents in two rural, economically disadvantaged counties with exceptional racial/ethnic diversity (29 % White, 25 % African American, 25 % American Indian, 12 % Mixed Race/Other, 9 % Hispanic/Latino). Using multiple group structural equation modeling (N = 3489; 51 % female), results indicated that perceived friend delinquency was significantly related to externalizing behavior and this relationship did not vary by gender. Internalizing symptoms fully mediated the relationship between perceived friend delinquency and externalizing behavior and the path between perceived friend delinquency and internalizing symptoms was stronger for males. Implications of these relationships for prevention and intervention programming for externalizing behavior were highlighted.

Multi-level risk factors and developmental assets associated with aggressive behavior in disadvantaged adolescents.

The current study examined multilevel risk factors and developmental assets on longitudinal trajectories of aggressive behavior in a diverse sample of rural adolescents. Using ecological and social capital theories, we explored the impact of positive and negative proximal processes, social capital, and contextual characteristics (i.e., school and neighborhood) on adolescent aggression. Data came from the Rural Adaptation Project, which is a 5-year longitudinal panel study of more than 4,000 middle and high school students from 40 public schools in two rural, low income counties in North Carolina. A three-level HLM model (N = 4,056 at Wave 1, 4,251 at Wave 2, and 4,256 at Wave 3) was estimated to predict factors affecting the change trajectories of aggression. Results indicated that negative proximal processes in the form of parent-adolescent conflict, friend rejection, peer pressure, delinquent friends, and school hassles were significant predictors of aggression. In addition, social capital in the form of ethnic identity, religious orientation, and school satisfaction served as buffers against aggression. Negative proximal processes were more salient predictors than positive proximal processes. School and neighborhood characteristics had a minimal impact on aggression. Overall, rates of aggression did not change significantly over the 3-year study window. Findings highlight the need to intervene in order to decrease negative interactions in the peer and parent domains.

Longitudinal Risk and Protective Factors Associated with Internalizing and Externalizing Symptoms Among Male and Female Adolescents.

Using ecological theory and the peer socialization model, the current study identified risk and protective factors associated with internalizing and externalizing symptoms across ecological domains. It was hypothesized that the constellation of risk and protective factors within the peer microsystem would vary by gender: future optimism and negative peer influence were expected to be significant risk/protective factors for males, whereas peer victimization was expected to be significant risk factors among females. Using four waves of data, three-level hierarchical linear models were estimated for males and females. Results revealed that negative peer influence was a particularly salient risk factor for both internalizing and externalizing behaviors among males, although future optimism did not emerge as a significant protective factor. In addition, as hypothesized, peer victimization indicators were significant risk factors for females. Parent-child conflict was also significantly and positively associated with both internalizing and externalizing symptoms for males and females. Implications are discussed.

A Longitudinal Evaluation of the Positive Action Program in a Low-Income, Racially Diverse, Rural County: Effects on Self-Esteem, School Hassles, Aggression, and Internalizing Symptoms.

Positive Action is a school-based program that aims to decrease problem behaviors (e.g., violence, substance use) and increase positive behaviors (e.g., school engagement, academic achievement). Although a number of studies have shown that Positive Action successfully achieves these goals, few studies have evaluated the program's effectiveness in rural schools. Given that rural youth are at an increased risk for risky behaviors (e.g., violence, substance use), this is a critical gap in the existing Positive Action research base. The current study assesses the impact of Positive Action on change rates of self-esteem, school hassles, aggression, and internalizing symptoms in a group (N = 1246, 52% female) of ethnically/racially diverse (27% White, 23% African American, 12% mixed race/other, 8% Latino, 30% as American Indian) middle school youth (age range 9-20) located in two violent, low-income rural counties in North Carolina. One county engaged in Positive Action over the 3-year study window while the other county did not. Following multiple imputation and propensity score analysis, 4 two-level hierarchical linear models were run using each of the outcome measures as dependent variables. The results indicate that the program generates statistically significant beneficial effects for youth from the intervention county on self-esteem scores and school hassles scores. Although the program generates beneficial effects for intervention youth on the change in aggression scores, the finding is not statistically significant. The finding on the change in internalizing scores shows a non-significant detrimental effect: the youth from the comparison county have lower internalizing scores than those from the intervention county. Implications are discussed.

The effects of positive and negative parenting practices on adolescent mental health outcomes in a multicultural sample of rural youth.

The quality of parent-child relationships has a significant impact on adolescent developmental outcomes, especially mental health. Given the lack of research on rural adolescent mental health in general and rural parent-child relationships in particular, the current longitudinal study explores how rural adolescents' (N = 2,617) perceptions of parenting practices effect their mental health (i.e., anxiety, depression, aggression, self-esteem, future optimism, and school satisfaction) over a 1 year period. Regression models showed that current parenting practices (i.e., in Year 2) were strongly associated with current adolescent mental health outcomes. Negative current parenting, manifesting in parent-adolescent conflict, was related to higher adolescent anxiety, depression, and aggression and lower self-esteem, and school satisfaction. Past parent-adolescent conflict (i.e., in Year 1) also positively predicted adolescent aggression in the present. Current positive parenting (i.e., parent support, parent-child future orientation, and parent education support) was significantly associated with less depression and higher self-esteem, future optimism, and school satisfaction. Past parent education support was also related to current adolescent future optimism. Implications for practice and limitations were discussed.

Familial influences on internalizing symptomatology in Latino adolescents: an ecological analysis of parent mental health and acculturation dynamics.

The aim of this study was to examine if family system dynamics (e.g., parent mental health, marriage quality, conflict, and cohesion) that have often been overlooked when studying Latino families play a more important role in predicting adolescent internalizing symptoms than acculturation processes. Data comes from the Latino Acculturation and Health Project, a longitudinal investigation of acculturation in Latino families in North Carolina and Arizona (Smokowski & Bacallao, 2006, 2010). Researchers conducted in-depth, community-based interviews with 258 Latino adolescents and 258 of their parents in metropolitan, small-town, and rural areas. Interviews were conducted at four time points at intervals of approximately 6 months. Parent and adolescent ratings of the adolescent's internalizing symptoms were used as the dependent variable in a longitudinal hierarchical linear model with a rater effects structure. Results showed that parent-adolescent conflict and parent mental health (fear/avoidance of social situations and humiliation sensitivity) were significant predictors of adolescent internalizing symptoms. Acculturation scales were not significant predictors; however, internalizing symptoms decreased with time spent in the United States. Females and adolescents from lower socioeconomic status families reported more internalizing symptoms, while participants who had been in the United States longer reported fewer internalizing symptoms. Implications were discussed.

Multilevel risk factors and developmental assets for internalizing symptoms and self-esteem in disadvantaged adolescents: modeling longitudinal trajectories from the Rural Adaptation Project.

The current study filled significant gaps in our knowledge of developmental psychopathology by examining the influence of multilevel risk factors and developmental assets on longitudinal trajectories of internalizing symptoms and self-esteem in an exceptionally culturally diverse sample of rural adolescents. Integrating ecological and social capital theories, we explored if positive microsystem transactions are associated with self-esteem while negative microsystem transactions increase the chances of internalizing problems. Data came from the Rural Adaptation Project, a 5-year longitudinal panel study of more than 4,000 middle school students from 28 public schools in two rural, disadvantaged counties in North Carolina. Three-level hierarchical linear modeling models were estimated to predict internalizing symptoms (e.g., depression, anxiety) and self-esteem. Relative to other students, risk for internalizing problems and low self-esteem was elevated for aggressive adolescents, students who were hassled or bullied at school, and those who were rejected by peers or in conflict with their parents. Internalizing problems were also more common among adolescents from socioeconomically disadvantaged families and neighborhoods, among those in schools with more suspensions, in students who reported being pressured by peers, and in youth who required more teacher support. It is likely that these experiences left adolescents disengaged from developing social capital from ecological microsystems (e.g., family, school, peers). On the positive side, support from parents and friends and optimism about the future were key assets associated with lower internalizing symptoms and higher self-esteem. Self-esteem was also positively related to religious orientation, school satisfaction, and future optimism. These variables show active engagement with ecological microsystems. The implications and limitations were discussed.

Ethnic identity and mental health in American Indian youth: examining mediation pathways through self-esteem, and future optimism.

Mental health functioning in American Indian youth is an understudied topic. Given the increased rates of depression and anxiety in this population, further research is needed. Using multiple group structural equation modeling, the current study illuminates the effect of ethnic identity on anxiety symptoms, depressive symptoms, and externalizing behavior in a group of Lumbee adolescents and a group of Caucasian, African American, and Latino/Hispanic adolescents. This study examined two possible pathways (i.e., future optimism and self-esteem) through which ethnic identity is associated with adolescent mental health. The sample (N = 4,714) is 28.53% American Indian (Lumbee) and 51.38% female. The study findings indicate that self-esteem significantly mediated the relationships between ethnic identity and anxiety symptoms, depressive symptoms, and externalizing behavior for all racial/ethnic groups (i.e., the total sample). Future optimism significantly mediated the relationship between ethnic identity and externalizing behavior for all racial/ethnic groups and was a significant mediator between ethnic identity and depressive symptoms for American Indian youth only. Fostering ethnic identity in all youth serves to enhance mental health functioning, but is especially important for American Indian youth due to the collective nature of their culture.

The differential impacts of episodic, chronic, and cumulative physical bullying and cyberbullying: the effects of victimization on the school experiences, social support, and mental health of rural adolescents.

Few studies have examined the impacts of past, current, and chronic physical bullying and cyberbullying on youth, especially in rural settings. This study augments this scant literature by exploring the school experiences, social support, and mental health outcomes for rural, middle school youth. The participants for this 2-year longitudinal study were 3,127 youth from 28 middle schools. Participants were classified as nonvictims, past victims (i.e., victimized during Year 1 but not Year 2), current victims (i.e., victimized during Year 2 but not Year 1), and chronic victims (i.e., victimized during both Year 1 and Year 2). Findings illustrated that chronic victimization resulted in the lowest levels of school satisfaction, social support, future optimism, and self-esteem. Chronic victims also reported the highest levels of school hassles, perceived discrimination, peer rejection, anxiety, depression, and externalizing behaviors. In terms of episodic victimization, current year victimization was associated with worse outcomes than past year victimization. Implications and limitations were discussed.

Ecological correlates of depression and self-esteem in rural youth.

The current study examines individual-, social-, and school-level characteristics influencing symptoms of depression and self-esteem among a large sample (N = 4,321) of U.S. youth living in two rural counties in the South. Survey data for this sample of middle-school students (Grade 6 to Grade 8) were part of the Rural Adaptation Project. Data were analyzed using ordered logistic regression. Results show that being female, having a low income, and having negative relationships with parents and peers are risk factors that increase the probability of reporting high levels of depressive symptoms and low levels of self-esteem. In contrast, supportive relationships with parents and peers, high religious orientation, ethnic identity, and school satisfaction increased the probability of reporting low levels of depressive symptoms and high levels of self-esteem. There were few school-level characteristics associated with levels of depressive symptoms and self-esteem. Implications are discussed.

Anxiety and aggression in rural youth: baseline results from the rural adaptation project.

There is little research on the prevalence of and risk factors for mental health disorders, including anxiety and aggression, for low income, rural youth. The research that does exist suggests that rural youth may be at increased risk for negative outcomes, including low educational achievement, drug use and possession of weapons among gang members, and alcohol use. Using multilevel logistic regression, we examined individual, family, and school risk and protective factors for adolescent anxiety and aggression in a large, racially diverse sample of 4,321 middle school students who came from two impoverished, rural counties in a Southeastern state. Parent-child conflict, negative peer relationships, and negative friend behaviors were key risk factors associated with both anxiety and aggressive behaviors. The teacher turnover rate at school was also associated with both anxiety and aggression. Significant direct effects, cross-level moderation effects, and implications for prevention programming were discussed.