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Although research has identified effective evidence-based depression prevention interventions for diverse youth, little is known about how the intervention process unfolds with immigrant family youth. This study utilized a qualitative approach to explore cultural and clinical differences in the implementation of Interpersonal Psychotherapy–Adolescent Skills Training (IPT-AST) in two schools, one serving youth from primarily immigrant, Asian American families and the second, youth from mostly nonimmigrant, non-Hispanic White families. A total of 131 IPT–AST sessions were audio recorded, transcribed, and coded for presence and patterns of cultural and clinical constructs. Results revealed that sessions with immigrant family youth were more likely to contain discussions of interpersonal problems characterized by estrangement, goals of spending time together with important others, mentions of emotion suppression and academic achievement expectations, conversations about acculturation, differences in value orientation, and discomfort with implementing new intervention skills. Dialogue from interventionist and youth exchanges is presented to illustrate how these themes emerged and were addressed by interventionists in a culturally responsive manner. The study highlights how IPT–AST with immigrant family and Asian American youth may unfold differently compared to youth from nonimmigrant families. Implications of findings for providers are discussed.

The Trauma Symptom Checklist for Children (TSCC) is a widely used youth assessment of broad, transdiagnostic symptomatology following trauma. However, its factor structure has not been thoroughly tested in diverse samples. Youth ( N = 738) exposed to interpersonal violence, including physical and sexual abuse, completed the TSCC. Confirmatory factor analysis was used to test one-, six-, and eight-factor models of the TSCC clinical scales, based on previous literature and the TSCC manual. We examined measurement invariance across boys and girls and Black and non-Black participants, as well as convergent and discriminant validity. An eight-factor structure, consisting of posttraumatic stress, anxiety, depression, anger, overt dissociation, fantasy dissociation, sexual preoccupation, and sexual distress, demonstrated the best fit, with two items removed. Invariance tests supported configural and metric (but not scalar) invariance. This research highlights the need for further testing before differences between gender and racial groups can be accurately compared.

Exposure to community violence (ECV) poses a prevalent threat to the health and development of adolescents. Research indicates those who have more Adverse Childhood Experiences (ACEs) are at higher risk for ECV, which further exacerbates risk of negative mental and physical health impacts. Additionally, those with more ACEs are more likely to exhibit conduct problems, which has also been linked to risk for ECV. Despite the prevalence and impact of ECV, there is limited longitudinal research on the risk factors that precede this exposure as well as family-level factors that may prevent it. The current study examined conduct problems as a potential mediator between ACEs and future indirect (i.e. witnessing) ECV in adolescents. Additionally, this study included caregiver factors, such as caregiver knowledge about their adolescent, caregiver involvement, and caregiver-adolescent relationship quality as potential protective moderators. Participants included (N = 1137) caregiver-adolescent dyads identified as at-risk for child maltreatment prior to child’s age four for inclusion in the Longitudinal Studies of Child Abuse and Neglect (LONGSCAN). Conduct problems at age 14 mediated the relationship between ACEs from ages 0-12 and indirect ECV at age 16 (standardized indirect effect = .03, p = .005). Caregiver knowledge moderated the indirect relationship (b = −.40, p = .030), and caregiver involvement moderated the direct relationship between ACEs and indirect ECV (b = −.03, p = .033). Findings expand our knowledge about the longitudinal pathways that increase risk of violence exposure over the course of adolescent development, as well as the protective benefits caregivers can offer to disrupt these pathways and reduce risk of future traumatization. Implications are discussed for interventions that aim to address and prevent trauma and adverse outcomes among youth exposed to child maltreatment, household dysfunction, and community violence.

Advances in computer science and data-analytic methods are driving a new era in mental health research and application. Artificial intelligence (AI) technologies hold the potential to enhance the assessment, diagnosis, and treatment of people experiencing mental health problems and to increase the reach and impact of mental health care. However, AI applications will not mitigate mental health disparities if they are built from historical data that reflect underlying social biases and inequities. AI models biased against sensitive classes could reinforce and even perpetuate existing inequities if these models create legacies that differentially impact who is diagnosed and treated, and how effectively. The current article reviews the health-equity implications of applying AI to mental health problems, outlines state-of-the-art methods for assessing and mitigating algorithmic bias, and presents a call to action to guide the development of fair-aware AI in psychological science.

Background Knowledge about the impacts of child abuse and neglect (CAN) experiences on late adolescent psychopathology has been limited by a failure to consider the frequent co-occurrence of CAN types and potential unique impacts of specific combinations. Objective Using person-centered analyses, we aimed to identify unobserved groups of youth with similar patterns of lifetime CAN experiences before age 16 and differences in psychopathology symptom counts between groups two years later. Participants and setting Participants were 919 adolescent-caregiver dyads (56% female; 56% Black, 7% Latina/o, 13% mixed/other). Methods Prospective, multi-informant data, including child protective services records and caregiver and youth reports were collected, and youth completed a diagnostic interview at age 18. Results Latent Class Analyses classified adolescents into four distinct groups based on patterns of physical neglect, supervisory neglect, and physical, sexual, and psychological abuse: “Low-Risk” (37%), “Neglect” (19%), “Abuse” (11%), and “Multi-type CAN” (33%). The Multi-type CAN class had significantly more major depressive, generalized anxiety, and nicotine use symptoms than the Low-Risk class, and more post-traumatic stress, antisocial personality, and illicit substance use symptoms, than Low-Risk and Neglect classes. The Abuse class had significantly more generalized anxiety and attention deficit/hyperactivity symptoms than the Low-Risk class, and more major depressive, antisocial personality, and illicit substance use symptoms, than Low-Risk and Neglect classes. The Neglect class did not have elevated psychopathology symptoms. Conclusion Findings highlight important differences in the associations between lifetime CAN experience patterns and psychopathology. Researchers should explore mechanisms underlying psychopathology that are impacted by different CAN experience patterns.

Although researchers have found an increased risk for psychopathology among maltreated adolescents placed in out-of-home care, different trajectories of psychopathology by out-of-home placements have not been previously studied.The current study is built on previous investigation of youth in different long-term out-of-home placements and examined the trajectories of adolescent psychopathology by out-of-home placement classes.We leveraged data from the Southwestern site of the Longitudinal Studies of Child Abuse and Neglect. Participants included caregiver-youth dyads (N = 273), who had substantiated reports of child maltreatment (CM) prior to children's age four and were placed in out-of-home care.Five out-of-home placement classes from ages 4 to 12 (i.e., stable adopted, stable reunified, stable kinship care, stable non-kin foster care, and unstable placement) were identified from previous study and participants were interviewed at youth ages 12, 14, and 16 to assess adolescent psychopathology. Latent Growth Curve Analysis was used to examine trajectories of psychopathology by placement classes.Adolescents in unstable placement and stable adopted classes had higher intercepts and more positive or less negative slopes for psychopathology compared to those in stable kinship care and stable reunified classes.Adolescents in unstable placement and stable adopted classes were at similarly elevated risk for psychopathology, whereas adolescents in stable kinship care and stable reunified classes were at lower risk for psychopathology. We discuss the clinical implication to preventing and intervening risks for psychopathology among maltreated youth in unstable and adopted placements.

Parents who were abused as children are at increased risk for perpetuating maladaptive parenting practices, yet the mechanisms underlying this relationship remain unclear. This study prospectively examined maternal distress (a latent variable consisting of depressive symptoms and daily stress) and family violence as potential mediators in the intergenerational transmission of abusive (i.e., psychologically aggressive and physically assaultive) parenting. Participants included ( N = 768) mother-child dyads identified as being at-risk for family violence and maltreatment prior to children’s age four. More maternal childhood abuse was associated with more distress and increased risk for family violence exposure in adulthood. However, only maternal distress mediated the association between mothers’ history of abuse and their use of abusive parenting strategies. This study provides critical information about ecological mechanisms underlying the intergenerational transmission of abusive parenting and suggests the importance of targeting depression and stress management among mothers with abuse histories to curtail the cycle of violence.

Highlights • Early life stress is associated with aberrant neural function. • Altered neural function is apparent as young as early school age. • Reward- and emotion-related regions show exaggerated activation/connectivity. • Findings remain when controlling for concurrent stressful life events., Objectives Early life stress likely contributes to dysfunction in neural reward processing systems. However, studies to date have focused almost exclusively on adolescents and adults, measured early life stress retrospectively, and have often failed to control for concurrent levels of stress. The current study examined the contribution of prospectively measured cumulative life stress in preschool-age children on reward-related neural activation and connectivity in school-age children. Methods Children (N = 46) and caregivers reported children’s exposure to early life stress between birth and preschool age (mean = 4.8 years, SD = 0.80). At follow-up (mean age = 7.52 years, SD = .78), participants performed a child-friendly monetary incentive delay task during functional magnetic resonance imaging. Results Children with higher levels of cumulative early life stress, controlling for concurrent stressful life events, exhibited aberrant patterns of neural activation and connectivity in reward- and emotion-related regions (e.g., prefrontal cortex, temporal pole, culmen), depending on the presence of a potential reward and whether or not the target was hit or missed. Conclusions Findings suggest that stress exposure during early childhood may impact neural reward processing systems earlier in development than has previously been demonstrated. Understanding how early life stress relates to alterations in reward processing could guide earlier, more mechanistic interventions.

Background Healthy parenting attitudes are foundational for positive parenting and child well-being. However, few studies explore their formation and mediators explaining racial/ethnic group differences. Objective The present study prospectively examines potential mediators for racial/ethnic group differences in parenting attitudes in a diverse sample of emerging adults (EA). Participants & setting Participants are EA and their caregivers (N = 891) who participated in the Longitudinal Studies of Child Abuse and Neglect (LONGSCAN). Methods Adverse childhood experiences (ACEs), parenting attitudes, and caregiver-child relationship quality and involvement were assessed. Mediators of racial/ethnic group differences were tested using Structural Equation Modeling with bias-corrected confidence intervals based on 1000 bootstrapped samples. Results Black EA had less appropriate developmental expectations and perceptions of family roles, empathy toward children, and rejection of physical punishment, compared to White EA. Latinx EA also had less empathy toward children compared to White EA. Caregivers’ parenting attitudes mediated group differences, beyond ACEs and relationship quality and involvement. Significant mediation effects include: appropriate developmental expectations, R2 = 0.08, p Conclusion Findings highlight the mediating role of intergenerational transmission of parenting attitudes for explaining racial-ethnic differences and supporting positive parenting practices in diverse communities.