OBJECTIVE: This research simulates an adaptive version of the IDAS-II (IDAS-CAT).
METHODS: 2021 participants from both community (n = 1692) and patients (n = 329) samples completed the IDAS-II. Item response theory metric properties of the IDAS-II full test and the 20-items of the general depression (GD) scale were obtained. The efficiency and accuracy of different computerized adaptive algorithms were simulated. Different subsamples completed additional external measures in order to gather evidence of validity of the scores estimated with the simulated adaptive algorithms selected.
RESULTS: Both unidimensional computerized adaptive testing algorithm selected for the GD scale and the bifactor model chosen for the full test, allow 70% reduction in the length of administration, maintaining a measurement error below 0.30 on the general and 0.50 on the specific factors. Results show high correlations of the scores estimated with the adaptive algorithms and the estimates based on the full test, as well as correlations with external criteria almost equal to those generated with the full test.
CONCLUSIONS: IDAS-CAT could be a reliable and fast tool for measuring internalizing spectrum.

Many psychopathologies tied to internalizing symptomatology emerge during adolescence, therefore identifying neural markers of internalizing behavior in childhood may allow for early intervention. We utilized data from the Adolescent Brain and Cognitive Development (ABCD) Study® to evaluate associations between cortico-amygdalar functional connectivity, polygenic risk for depression (PRSD), traumatic events experienced, internalizing behavior, and internalizing subscales: withdrawn/depressed behavior, somatic complaints, and anxious/depressed behaviors. Data from 6371 children (ages 9-11) were used to analyze amygdala resting-state fMRI connectivity to Gordon parcellation based whole-brain regions of interest (ROIs). Internalizing behaviors were measured using the parent-reported Child Behavior Checklist. Linear mixed-effects models were used to identify patterns of cortico-amygdalar connectivity associated with internalizing behaviors. Results indicated left amygdala connections to auditory, frontoparietal network (FPN), and dorsal attention network (DAN) ROIs were significantly associated with withdrawn/depressed symptomatology. Connections relevant for withdrawn/depressed behavior were linked to social behaviors. Specifically, amygdala connections to DAN were associated with social anxiety, social impairment, and social problems. Additionally, an amygdala connection to the FPN ROI and the auditory network ROI was associated with social anxiety and social problems, respectively. Therefore, it may be important to account for social behaviors when looking for brain correlates of depression.

Although psychological symptoms are broadly considered to be risk factors for substance use, internalizing symptoms may be associated with lower risk for adolescent substance use after controlling for co-occurring externalizing symptoms. The present study explored two potential mediators of this protective association between internalizing symptoms and adolescent substance use: popularity and harm avoidance. The study used data from the Colorado Longitudinal Twin Study (LTS) and Colorado Adoption Project (CAP). Annual assessments of internalizing and externalizing symptoms and social competence were completed by parents and teachers at participant ages 7 to 16. Harm avoidance and substance use were assessed at age 17. In this sample, internalizing symptoms were associated with less frequent substance use, controlling for externalizing symptoms. We did not find evidence that popularity or harm avoidance accounts for the protective association of internalizing symptoms with adolescent substance use. Teacher-reported popularity was associated with less frequent substance use, suggesting that social connectedness in the school context may be a protective factor for adolescent substance use. Harm avoidance was not associated with substance use after accounting for internalizing and externalizing symptoms.

Parents, including fathers, contribute to the early development of internalizing symptoms, which is observable and prevalent among young children. This longitudinal study examined the moderating role of paternal depressive symptoms/emotion dysregulation in the prospective associations between maternal depressive symptoms/emotion dysregulation and children\'s internalizing problems (depressive and anxiety symptoms). Ninety-four preschoolers and their mothers and fathers participated. Parents completed online questionnaires when their children were four years old and one year later. Results indicated that higher paternal depressive symptoms were associated with an increase, while lower paternal symptoms were associated with a decrease, in the negative impact of maternal emotion dysregulation on children\'s later depressive, but not anxiety, symptoms. We also tested the moderating role of paternal emotion dysregulation, these pathways were not significant. The findings enhance our understanding of the interaction between maternal and paternal psychological characteristics in contributing to children\'s anxiety and depressive symptoms.

A large body of literature has established that chaos in the home environment, characterized by high levels of disorganization, lack of household routine, crowding, noise, and unpredictability, undermines social-emotional and behavioral development in early childhood. It is less clear whether household chaos is linked to elevated risk for behavior problems in adolescence. The aims of this study were 3fold: (1) characterize the variability of adolescent and caregiver reports of household chaos over time; (2) examine associations among caregiver and adolescent reports of chaos over a 9-month period; (3) consider how between- and within- individual variability in household chaos predicts adolescent externalizing and internalizing problems. This study drew data from the Family Income Dynamics study, a 9-month longitudinal study. Participants included 104 adolescents between 14 and 16 years old (55% female; M age = 14.85) and their caregiver (92% female) from low- and middle-income families. Results showed that adolescent-reports of household chaos were more variable over time compared to caregivers\' reports. Adolescent-reports of household chaos had positive within- and between-level associations with externalizing problems and between-level associations with internalizing, while caregiver-reports of chaos had no links to behavior. This work highlights the importance of adolescents\' own perceptions of household chaos when considering its links to adolescent development.

This study investigated child-reported family obligation values (FOV) in early adolescence as a moderator for associations between mother-, father-, and child-reported parental psychological control (PC) in early adolescence and child-reported internalizing and externalizing symptoms in middle and late adolescents in the Philippines. Data were drawn from three waves of a larger longitudinal study, when the Filipino youth were in late elementary grades (age M=12.04, SD=.58; N=91), in junior high school (age M=15.03, SD=.59; N=80), and in senior high school (age M=17.00, SD=.59, N=75). Results revealed that high levels of FOV buffered the positive associations between mother-reported PC and internalizing symptoms in late adolescence, and between child-reported PC and internalizing symptoms in middle and late adolescence, as well as externalizing symptoms in late adolescence. Conversely, low levels of FOV exacerbated the associations between mother- and child-reported PC on externalizing symptoms in late adolescence. Findings suggest that FOV may shape the meaning and influence of PC for children and adolescents in contexts where familial obligations are normative and important.

OBJECTIVE: Cannabis legalization has triggered an increase in prenatal cannabis use. Given that tobacco is commonly co-used with cannabis, determining outcomes associated with prenatal cannabis and tobacco co-exposure is crucial. While literature exists regarding the individual effects of prenatal cannabis and tobacco exposure on childhood behaviour, there is a gap regarding their combined use, which may have interactive effects. Therefore, we investigated whether prenatal cannabis and tobacco co-exposure was associated with greater externalizing and internalizing problems in middle childhood compared to prenatal exposure to either substance alone or no exposure.
METHODS: Baseline data from the Adolescent Brain Cognitive Development (ABCD) Study (collected in children ages 9-11) were used to explore differences in externalizing and internalizing scores derived from the Childhood Behavior Checklist across four groups: children with prenatal cannabis and tobacco co-exposure (CT, n = 290), children with prenatal cannabis-only exposure (CAN, n = 225), children with prenatal tobacco-only exposure (TOB, n = 966), and unexposed children (CTL, n = 8,311). We also examined if the daily quantity of tobacco exposure modulated the effect of cannabis exposure on outcomes.
RESULTS: Adjusting for covariates, a 2 × 2 ANCOVA revealed significant main effects for prenatal cannabis (p = 0.03) and tobacco exposure (p < 0.001), and a significant interaction effect on externalizing scores (p = 0.032); no significant main effects or interactions were found for internalizing scores. However, interactions between daily quantity of cannabis and tobacco exposure significantly predicted both externalizing and internalizing scores (p < 0.01).
CONCLUSIONS: These findings indicate that co-exposure is associated with greater externalizing problems than exposure to either substance alone, which did not differ from each other. Further, greater tobacco exposure may amplify the negative effect of cannabis exposure on both externalizing and internalizing behaviours in children. These findings underscore the need for interventions that target cannabis and tobacco co-use in pregnant women to circumvent their adverse impact on middle childhood behaviour.
Prenatal Cannabis and Tobacco Co-exposure and its Association with Middle Childhood BehavioursPlain Language SummaryGiven the high rates of both cannabis and tobacco use during pregnancy, we explored if their combined use was associated with greater problematic behaviour in 10-year-old children compared to either substance alone or no substance use. We found that children with prenatal co-exposure had greater externalizing behaviours, such as attention problems and aggression, compared to children with prenatal exposure to one of the substances or no exposure. Prenatal co-exposure, cannabis-only exposure and tobacco-only exposure had no effect on childhood internalizing behaviours (e.g., depression, anxiety). However, the amount of tobacco consumed by the mother amplified the negative effect of cannabis on both childhood externalizing and internalizing behaviours. These findings emphasize the need for specialized treatment for cannabis and tobacco co-use in pregnant women to circumvent the adverse impact of these substances on externalizing behaviours in middle childhood.

OBJECTIVE: Person-centered approaches are essential for characterizing heterogeneity in child development as it relates to child maltreatment (CM) and dating violence. The present study had two aims: 1) identify person-centered patterns of childhood socioemotional functioning, 2) examine whether patterns of child socioemotional functioning mediate the association between CM and dating violence.
METHODS: Wave 1 comprised N = 680 children ages 10-12 years with and without experiences of CPS-substantiated CM facing socio-economic challenge. Wave 2 included N = 407 emerging adults ages 18-24 years old.
METHODS: Children participated in a summer camp research program at Wave 1 and a follow up interview at Wave 2. Participant CM history and socioemotional functioning was assessed at Wave 1. Exposure to dating violence was assessed at Wave 2. A latent profile analysis identified patterns of socioemotional functioning. Then regression analyses examined associations of socioemotional functioning with CM and dating violence.
RESULTS: Three profiles of child socioemotional functioning were identified (well-regulated/low distress, high externalizing/high aggression, high internalizing). CM was significantly associated with membership in the high externalizing/high aggression class. Patterns of child socioemotional functioning did not mediate the association between CM and dating violence, although number of subtypes of CM had a significant positive direct effect on dating violence.
CONCLUSIONS: Results underscore the multidimensional nature of socioemotional functioning and the predictive power of number of subtypes of CM on dating violence. Results can be harnessed by clinicians and policy makers to identify those at risk and interrupt cycles of violence.

BACKGROUND: Adverse childhood experiences (ACEs) have a profound impact on individuals, shaping their long-term health and life opportunities. This study delves into the complex ties between ACEs and the socioemotional development of Australian children and youth by examining the relationships between adverse childhood experiences and externalizing, internalizing, and prosocial behaviors.
METHODS: This study utilized data from the Longitudinal Study of Australian Children and employed the generalized estimating equation method to investigate the relationships between adverse childhood experiences and externalizing, internalizing, and prosocial behaviors in Australian children and adolescents.
RESULTS: Adverse childhood experiences such as physical punishment, hostile parenting, parental conflicts, separation, financial strain, and parental mental health issues increased the risk of externalizing and internalizing behaviors while reducing prosocial behaviors. The risk increases with the number of ACEs, as evidenced by the incidence ratio (IR); for example, for externalizing behaviors, an ACEs score of one leads to IR = 1.69, while an ACEs score of 4 results in IR = 3.34. Similar trends were observed for internalizing and prosocial behaviors.
CONCLUSIONS: The presence of imbalanced longitudinal data, arising from variations in the number of observations across different time points, challenges robust inferences. Furthermore, this study investigates the relationship between ACEs and behavioral problems, without establishing causality. Consequently, the results should be interpreted with caution.
CONCLUSIONS: The findings of this study highlight that adverse childhood experiences significantly influence behavioral outcomes in children and adolescents. These findings underscore the critical need for early detection and intervention to mitigate the consequences of traumatic childhood experiences.

The oxytocin system plays a role in social stress adaptation, and this role is likely to be particularly important in adolescence. One method of regulating the oxytocin system is through DNA methylation in the promoter of the oxytocin receptor gene (OXTRm), which reduces the gene\'s expression. This multi-method, longitudinal study, using a diverse community sample of 184 adolescents followed from age 13-28, examined the links between OXTRm and exposure to over-controlling parenting in adolescence and conflict with romantic partners and internalizing symptoms in adulthood. Female, but not male, adolescents who were exposed to psychologically controlling parenting at age 13 had lower levels of OXTRm at site -924 at age 28. Reduced OXTRm at site -924 was associated with greater romantic partner-reported relationship conflict at age 27, and reduced OXTRm at site -934 was marginally associated with greater participant-reported conflict for males. Reduced OXTRm at site -924 was also associated with fewer internalizing symptoms at ages 24-25. These results in adulthood are consistent with an upregulated oxytocin system reducing the salience of negative socioemotional stimuli. Overall, findings are consistent with oxytocin playing a role in the stress response system, and more specifically, by helping us to adapt to social environments like parenting and romantic relationships, reducing the salience of negativity, and reducing risk for common emotional problems.