Resilience in Army STARRS: Evaluating psychometrics of a multi-dimensional resilience measure.

As policymakers and the U.S. military continue to place an emphasis on the resilience of servicemembers, it is critical to utilize psychometrically sound and valid scales to measure resilience. Using two independent samples of Army soldiers-in-training, this study explored the measurement of resilience in the Army Study to Assess Risk and Resilience among Servicemembers (Army STARRS) New Soldier Study Component (NSS). Exploratory factor analysis (EFA) was used to identify the factor structure of a measure of resilience within the Army STARRS NSS. Confirmatory factor analysis (CFA) was then used to confirm the factor structure, then internal reliability was assessed. Convergent validity of the identified resilience factors was examined using two-tailed bivariate correlations. The EFA identified a three-factor structure of a measure of resilience. The CFA confirm the first-order three-factor structure of stress tolerance, positive orientation, and social resources. Each factor was uniquely distinct from measures of the likelihood of generalized anxiety disorder and major depressive disorder, lifetime stressful events, and social network. Findings highlights the utility of a three-factor aggregate measure of resilience in the Army STARRS NSS and provide practitioners with a more nuanced picture of the role of resilience among soldiers-in-training.

Identifying at-risk marines: A person-centered approach to adverse childhood experiences, mental health, and social support.

BACKGROUND: Previous research indicates an association between adverse childhood experiences (ACES) and health outcomes; however, most of these studies rely on variable-centered techniques. This study implemented a person-centered approach to provide a more nuanced understanding of these relations. METHODS: The sample consisted of 3611 male Marines who completed two surveys, one prior to service and another during or after service. A series of latent class analyses were conducted to identify homogenous subgroups, using ACE categories as indicators. Hierarchical regressions were conducted to examine the relationships between classes, deployment experiences, depression and PTSD, and social support problems. RESULTS: Five classes were identified: Low Adversity (48.8 %), Low Adversity - Parental Separation (PS; 33.1 %), Elevated Adversity (7.0 %), Moderate Adversity - Violence/Safety (5.7 %), and Moderate Adversity - Parental Loss (PL; 5.4 %). Several classes were associated with outcomes; in reference to Low Adversity, Moderate Adversity - PL was associated with depression and PTSD, Elevated Adversity was associated with PTSD and social support problems, and Low Adversity - PS was associated with social support problems. Experiencing moderate to high combat appeared to modify the associations between Moderate Adversity - PL and depression and PTSD. LIMITATIONS: Study sample was limited to U.S. Marines; ACEs indicators were limited to specific categories, not allowing for a full range of potential childhood traumatic experiences. CONCLUSIONS: Findings suggest a nuanced connection between ACEs and mental health; using specific patterns of ACEs, particularly multifaceted indicators of adversity that are inclusive of parental absence may have more utility than the sheer number of ACEs as an indicator for those who may at a heightened risk for mental health concerns.

Examining the Associations Between Childhood Trauma, Resilience, and Depression: A Multivariate Meta-Analysis.

TOPIC OF REVIEW: Childhood trauma has been associated with increased depression; however, resilience has been found to reduce this association. METHOD OF REVIEW: Present analyses were based on multivariate meta-analytical techniques, an extension of univariate meta-analysis. All computations were performed using the metafor package and the metaRmat package from R. Bivariate associations (r) between trauma, resilience, and depression were utilized as the pooled effect sizes. CRITERIA FOR INCLUSION: Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, articles were coded based on the following inclusion criteria: (a) sample participants had a history of childhood trauma; (b) studies included one of the four instruments of trait resilience; (c) studies included measures of individual outcomes of depression; (d) studies were published in peer-reviewed journals, dissertations, book chapters since 2009, or provided by leading scholars who had yet to publish their data; (e) all manuscripts were written in English; and (f) studies included the Pearson Product Moment Correlation Coefficient (r) for the effect size. CRITERIA FOR REVIEW: We systematically coded for the following items for each study: year of publication, type of report, peer-reviewed, funding, sampling strategy, sample size, gender, mean age, country of study, measure of resilience, measure depression, and measure of childhood trauma. MAJOR FINDINGS: The pooled correlations indicate that trauma, resilience, and depression are significantly associated. There were no significant differences in symptoms of depression for high versus low reports of resilience for individuals with a history of trauma. Year of publication was a significant moderator for the associations between trauma, resilience, and depression. Resilience significantly mediated the association between trauma and depression.

Identifying Risk and Resilience Factors Associated With the Likelihood of Seeking Mental Health Care Among U.S. Army Soldiers-in-Training.

INTRODUCTION: The Department of Defense aims to maintain mission readiness of its service members. Therefore, it is important to understand factors associated with treatment seeking in order to identify areas of prevention and intervention early in a soldier's career that can promote positive functioning and increase their likelihood of seeking mental health care when necessary. METHOD: Using a theory of planned behavior lens, this study identified potential barriers (risk) and facilitators (resilience) to treatment seeking among 24,717 soldiers-in-training who participated in the New Soldiers Study component of the "Army Study to Assess Risk and Resilience in Servicemembers" (Army STARRS). Approval for this study was granted by the University of Iowa IRB # 201706739. Hierarchal linear regression modeling and independent samples t-tests were used to examine associations between demographics and study variables, intersections of risk and resilience, and to explore differences in the likelihood of seeking help based on mental health diagnoses. RESULTS: A four-stage hierarchical linear regression was conducted, using likelihood of help-seeking as the dependent variable, to identify the most salient factors related to help-seeking. "Step one" of the analysis revealed soldiers-in-training who identified as female, Hispanic or Other ethnicity, and married, divorced, or separated reported a greater likelihood of seeking help. "Step two" of the analysis indicated soldiers-in-training with a history of sexual trauma, experience of impaired parenting, and clinical levels of mental health symptomatology (anxiety, depression, PTSD) reported a greater likelihood of seeking help. Inversely, soldiers-in-training with a history of emotional trauma and parental absence/separation reported a lower likelihood of seeking help. "Step three" of the analysis demonstrated soldiers-in-training with a prior history of seeking help and larger social networks had a greater likelihood of seeking help. "Step four" of the analysis revealed several interactive effects between risk and resilience factors. Specifically, soldiers-in-training who reported greater depressive symptomatology in combination with prior history of treatment seeking reported a greater likelihood of help seeking, whereas soldiers-in-training who reported prior sexual trauma and PTSD in combination with large social networks reported a lower likelihood of seeking help. Finally, a greater percentage of soldiers-in-training with clinical levels of anxiety, depression, and PTSD indicated they would likely seek help in comparison to soldiers-in-training without clinical symptoms. CONCLUSION: Findings suggest few soldiers-in-training are likely to seek help when experiencing a problem. General efforts to encourage help-seeking when needed are warranted with particular focus on subsets of soldiers-in-training (eg, men, those with a history of some adverse childhood experiences). Strengths of this study include the examination of a large sample of soldiers-in-training to identify possible leverage points for early intervention or prevention prior to entering stressful military operating environments. Limitations of this study include the examination of only one military branch and exclusion of soldiers not "in-training." Future studies could consider replicating the current study using a sample of military personnel longitudinally to track behavioral trends as well as looking at military populations outside of basic combat training.

Reciprocal Associations Among Maternal and Child Characteristics of At-Risk Families: A Longitudinal Actor-Partner Interdependence Model.

Researchers have found linear associations among maternal and child characteristics. However, family systems theorists suggest that relationships are more complex and family members are interdependent. We used actor-partner interdependence modeling to unravel associations among maternal and child characteristics to predict outcomes in adolescence. We used data from 361 mother-child dyads from the Longitudinal Studies of Child Abuse and Neglect and found both actor and partner effects. Maternal depression and history of victimization were associated with children's later reports of lower mother-adolescent relationship quality. Children's perceptions of relationship quality were also associated with mothers' later depressive symptoms and perceptions of relationship quality. Overall, results highlighted interdependence among mothers and their children over time. We discuss implications for marriage and family therapists.