Latent growth modeling of the relationship between depressive symptoms and substance use during adolescence.

To explicate the nature of the relationship between depressive symptoms and substance use, the authors conducted research that incorporated both individual and group approaches and utilized longitudinal data across development. Multiple-group latent growth curve models were used to assess specific dimensions (cross-sectional and longitudinal correlation, within-individual change, and movement off developmental trajectories) of the relationship between depressive symptoms and substance use during adolescence and how this relationship differs by gender. Annual survey data from 8th through 11th grade were provided by 441 girls and 510 boys in the Raising Healthy Children project (E. C. Brown, R. F. Catalano, C. B. Fleming, K. P. Haggerty, & R. D. Abbott, 2005). Levels of depressive symptoms and substance use in early adolescence were positively associated for alcohol, marijuana, and cigarette use for girls, but only for marijuana use for boys. Individual changes in depressive symptoms and substance use across adolescence were positively associated for each type of substance use. Evidence was also found for positive association between episodic expressions of depressive symptoms and alcohol use that fell outside developmental trajectories. Predictive relationships across constructs were not found, with the exception of higher level of depressive symptoms in early adolescence predicting less increase in alcohol use.     

Developmental relations between depressive symptoms, minor hassles, and major events from adolescence through age 30 years

Stress generation and stress exposure models of the relations among depressive symptoms, minor hassles, and major event stress were investigated among 815 community-dwelling participants. Autoregressive latent trajectory models were constructed to examine latent growth patterns from ages 15 years to 30 years and to test 1-year lagged, reciprocal paths between depressive symptoms and stress constructs. Results indicated significant cross-sectional and longitudinal associations between depressive symptoms and both stress constructs at the latent level. At the manifest level, lagged paths from hassles at 1 year to depressive symptoms at the next year were significant between ages 17 years and 24 years. Significant cross-sectional paths between major events and depressive symptoms were found between ages 24 years and 28 years, and modest support was found for lagged paths from depressive symptoms to major events 1 year later. Findings generally suggest a high degree of covariation in depressive symptoms and stress concurrently and over time. One-year lagged predictive effects net of the associations between individuals' latent trajectories appear to be weak, constrained to specific time periods, and most consistent with a stress exposure effect of hassles on depressive symptoms.     

Reciprocal Associations Between Depressive Symptoms and Disordered Eating Among Adolescent Girls and Boys: A Multiwave,Prospective Study

Symptoms of depression and eating disorders increase during adolescence, particularly among girls, and they tend to co-occur. Despite this evidence, there is meager research on whether depression increases the risk of future eating pathology, or vice versa, and we do not know whether these processes are different for adolescent girls and boys. Accordingly, this study explored the prospective reciprocal associations between depressive symptoms and disordered eating at different time points from preadolescence to mid-adolescence and tested the moderator effect of gender on these associations. A community-based sample of Spanish youth (N?=?942, 49 % female) was assessed at ages of approximately 10-11 (T1), 12-13 (T2), 14-15 (T3), and 16-17 (T4) years. The bidirectional relationships between depressive symptoms and disordered eating were estimated in an autoregressive cross-lagged model with latent variables. A unidirectional, age-specific association between depressive symptoms at T1 and disordered eating at T2 was found. No other significant cross-lagged effect emerged, but the stability of the constructs was considerable. Gender did not moderate any of the links examined. Regardless of gender, the transition from childhood to adolescence appears to be a key period when depressive symptoms foster the development of disordered eating. These findings suggest that early prevention and treatment of depression targeting both girls and boys may result in lower levels of depressive symptoms and disordered eating in adolescence.     

Longitudinal Associations Between Parental and Children’s Depressive Symptoms in the Context of Interparental Relationship Functioning

Using longitudinal, multi-informant data from the National Institute of Child Health and Human Development Study of Early Child Care and Youth Development, the present study tested associations between trajectories of parental and child depressive symptoms from ages 11 to 15 years. Consistent with predictions, changes in mothers’ and fathers’ depressive symptoms were positively associated with change in children’s depressive symptoms over time. In addition, youth characteristics of sex and pubertal development moderated the trajectories, with children more advanced on pubertal development showing higher initial levels of depressive symptoms, and girls demonstrating steeper slopes of depressive symptoms over time. The context of interparental relationship functioning (i.e., marital conflict, marital conflict resolution) moderated both the trajectories of child depressive symptoms and the interplay between parental and child depressive symptoms in ways largely consistent with hypotheses. Implications of the findings are discussed in terms of treating youth depressive symptoms with a consideration of the broader family context, including parental and interparental functioning.     

Behavioral Couples Treatment for Substance Use Disorder: Secondary Effects on the Reduction of Youth Internalizing Symptoms

This study examined the secondary effects of Behavioral Couples Treatment (BCT) for parents with substance use disorder on youth reports of internalizing symptoms (i.e., depressive and anxiety symptoms). Participants were 59 triads (father, mothers, and youth; 32 girls, 27 boys) in which one or both parents met criteria for drug or alcohol use disorder (or both). Mothers, fathers, and youth completed pretreatment, post-intervention, and 6-month post-intervention follow-up assessments. Two piecewise latent growth models examined whether number of sessions attended was associated with parents’ relationship satisfaction or its growth over time, and in turn if parents’ relationship satisfaction was uniquely associated with youth depressive/anxiety symptoms or their growth over time. A significant indirect effect at post-intervention revealed the number of sessions attended contributed to decreases in youth depressive symptoms via increases in mothers’ and fathers’ relationship satisfaction. Mothers’ relationship satisfaction uniquely mediated the relationship between number of sessions attended and youth depressive symptoms at post-intervention. With regards to fathers, there was a non-significant trend such that increases in sessions attended was associated with decreases in youth depressive symptoms post- intervention via increasing relationship satisfaction among fathers. Findings suggest that BCT may have protective secondary effects in reducing youth reports of depressive symptoms among couples in which one or both parents have substance use disorder.     

Affective,Biological, and Cognitive Predictors of Depressive Symptom Trajectories in Adolescence

Heterogeneity in the longitudinal course of depressive symptoms was examined using latent growth mixture modeling among a community sample of 382 U.S. youth from ages 11 to 18 (52.1 % female). Three latent trajectory classes were identified: Stable Low (51 %; displayed low depressive symptoms at all assessments), Increasing (37 %; reported low depressive symptoms at age 11, but then significantly higher depressive symptoms than the Stable Low class at ages 13, 15, and 18), and Early High (12 %; reported high early depressive symptoms at age 11, followed by symptoms that declined over time yet remained significantly higher than those of the Stable Low class at ages 13, 15, and 18). By age 15, rates of Major Depressive Disorder diagnoses among the Early High (25.0 %) and Increasing (20.4 %) classes were more than twice that observed among the Stable Low class (8.8 %). Affective (negative affectivity), biological (pubertal timing, sex) and cognitive (cognitive style, rumination) factors were examined as predictors of class membership. Results indicated general risk factors for both high-risk trajectories as well as specific risk factors unique to each trajectory. Being female and high infant negative affectivity predicted membership in the Increasing class. Early puberty, high infant negative affectivity for boys, and high rumination for girls predicted membership in the Early High class. Results highlight the importance of examining heterogeneity in depression trajectories in adolescence as well as simultaneously considering risk factors across multiple domains.     

The longitudinal association between internalizing symptoms and academic achievement among immigrant and non‐immigrant children in Norway

The aim of this study was to explore the longitudinal relation between internalizing symptoms and academic achievement, as two processes of children and youth development, among children in Norway, and whether having an immigrant background moderated this association. Data collected from 4,458 students in Norway in four waves over three years were analyzed with multi‐group latent growth curve modeling (LGM ). Results showed that internalizing symptoms level remained unchanged over time both for immigrant and non‐immigrant children, while levels of academic achievement increased only for children of immigrants with both parents born outside of Norway. Further analyses supported a reciprocal relation between internalizing symptoms and academic achievement and revealed that the initial level of academic achievement predicted the rate of change in internalizing symptoms over time, but not vice versa. Moreover, immigrant background did not moderate the associations in the model, however, children of immigrants with both parents born abroad initially had lower levels of academic achievement, but showed an increase in academic achievement, compared to their non‐immigrant peers as well as to peers with one native‐born parent after controlling for gender and their grade at the first observation. The implications for policy and practice were discussed.     

Self-Competence and Depressive Symptom Trajectories during Adolescence

The purpose of this study was to examine the relationship between self-competence and subsequent depressive symptom trajectories, by gender, in a community sample of adolescents (N = 753; 53% female; 65% non-Hispanic White). Data were collected annually for three years beginning when adolescents were in the 10th and 11th grades (Age: M = 16.09, SD = 0.72 years). Adolescents provided self-reports of self-competence at baseline and depressive symptoms every year. In latent growth curve models examining the overall trajectory of depressive symptoms, higher global self-worth and self-competence in close friendships were significantly associated with greater decreases in depressive symptoms (ps < 0.05). In contrast, higher academic self-competence was associated with more attenuated decreases in depressive symptoms (p = 0.001). When examining subgroups of latent depressive symptom trajectories within the context of growth mixture modeling, higher self-competence in physical appearance was associated with a decreased likelihood of membership in trajectory classes characterized by high initial, then decreasing depressive symptoms or and low initial, then increasing depressive symptoms (ps < 0.01). Among girls, higher global self-worth and self-competence in close friendship and academic domains were associated with membership in a trajectory class distinguished by high stable depressive symptoms (ps < 0.01); these associations were not observed among boys (ps > 0.05). Findings suggest that the competence-based model of depression is valid and applicable during middle-to-late adolescence, and emphasize the importance of considering gender and individual differences in the developmental course of depressive symptoms to gain a more nuanced understanding of the role of self-competence in depressive symptom trajectories.     

Reciprocal models of child behavior and depressive symptoms in mothers and fathers in a sample of children at risk for early conduct problems

Although much has been written about transactional models in the study of parenting practices, relatively few researchers have used this approach to examine how child behavior might be related to parental well-being. This study used latent growth curve modeling to test transactional models of age 2 child noncompliance, parental depressive symptoms, and age 4 internalizing and externalizing behaviors using a subsample of families in the Early Steps Multisite Study. In unconditional models, maternal depressive symptoms showed a linear decrease from child ages 2 to 4, whereas paternal depression did not show significant change. Observed child noncompliance at age 2 showed significant associations with concurrent reports of maternal depressive symptoms and trend-level associations with paternal depressive symptoms. For both parents, higher levels of initial depressive symptoms were related to increased age 4 child internalizing behaviors. The findings provide support for reciprocal process models of parental depression and child behavior, and this study is one of the first to present empirical evidence that fathers' depressive symptoms have bidirectional associations with their children's behavior in early childhood.     

Maternal Depression and Youth Internalizing and Externalizing Symptomatology: Severity and Chronicity of Past Maternal Depression and Current Maternal Depressive Symptoms

Maternal depression is a well-documented risk factor for youth depression, and taking into account its severity and chronicity may provide important insight into the degree of risk conferred. This study explored the degree to which the severity/chronicity of maternal depression history explained variance in youth internalizing and externalizing symptoms above and beyond current maternal depressive symptoms among 171 youth (58 % male) ages 8 to 12 over a span of 3 years. Severity and chronicity of past maternal depression and current maternal depressive symptoms were examined as predictors of parent-reported youth internalizing and externalizing symptomatology, as well as youth self-reported depressive symptoms. Severity and chronicity of past maternal depression did not account for additional variance in youth internalizing and externalizing symptoms at Time 1 beyond what was accounted for by maternal depressive symptoms at Time 1. Longitudinal growth curve modeling indicated that prior severity/chronicity of maternal depression predicted levels of youth internalizing and externalizing symptoms at each time point when controlling for current maternal depressive symptoms at each time point. Chronicity of maternal depression, apart from severity, also predicted rate of change in youth externalizing symptoms over time. These findings highlight the importance of screening and assessing for current maternal depressive symptoms, as well as the nature of past depressive episodes. Possible mechanisms underlying the association between severity/chronicity of maternal depression and youth outcomes, such as residual effects from depressive history on mother–child interactions, are discussed.     

Varieties of Religious and Pornographic Experience: Latent Growth in Adolescents’ Religiosity and Pornography Use

The relationship between adolescent religiosity and pornography use has been longitudinally tested only in the United States. Given the social relevance of hypothesized mechanisms underlying the association, this study offers a three-wave longitudinal assessment of parallel latent growth in the two constructs carried out in a Southern European country. Using responses of 1,041 Croatian adolescents from the capital city (M_age = 16.14 years, SD = .45; 64.6% of female students) and latent growth curve modeling approach, we explored links between individual trajectories of change in religiosity and pornography use over a period of 24 months. In the observed period, religiosity decreased and pornography use increased among both male and female adolescents, but their dynamics were independent of each other—pointing to other (unmeasured) processes responsible for both adolescents’ sexualization and secularization. Important to note, the findings also pointed to an important role of age at first exposure to pornography for its frequency of use in middle to late adolescence.     

Trajectories of Religious Participation from Adolescence to Young Adulthood

Using a life course approach, this study examines trajectories of religious participation from early adolescence through young adulthood. Distinct patterns of religious participation are identified, providing insight into how trajectories are shaped by family and religious characteristics and demonstrating the influence of life events on changes in religious participation. The study employs a group-based method of trajectory analysis, identifying three trajectories of stable religious participation (nonattendance, occasional attendance, and frequent attendance) and three trajectories of change (early, late, and gradual declining attendance). Residing with two biological parents and in a religious family increases the likelihood that youth attend religious services throughout adolescence. Religious disaffiliation is associated with lower religious participation for youth in all trajectories; marriage, cohabitation, and religious switching/conversion are associated with changes in participation among youth in the frequent and occasional attendance trajectories only.     

Joint Trajectories of Symptoms of Disruptive Behavior Problems and Depressive Symptoms During Early Adolescence and Adjustment Problems During Emerging Adulthood

The joint, longitudinal trajectories of symptoms of disruptive behavior problems and of depression were examined in a community sample drawn from neighborhoods with elevated rates of delinquency. Growth mixture modeling was applied to a 6?year transition period from childhood to adolescence, age 10 to 16?years, to identify latent classes of trajectories for each symptom type. Several classes emerged for the two types of symptoms, namely a group of youth with high levels of disruptive behavior, a group with increasing levels, and a group with low levels, as well as a group with increasing levels of depression, a group with high levels, a group with decreasing levels, and a group with low levels. Within each symptom type, membership in either the high or in the increasing classes was related to a variety of problematic outcomes during emerging adulthood. The co-occurrence of the disruptive behavior and depression classes was then evaluated using parallel process analysis. Youth exhibiting high depressive symptoms were at increased risk for disruptive behavior problems, and youth with increasing disruptive behavior problems were at risk for depressive symptoms. However, only a very small number of youth had both a high depression trajectory and a high disruptive behavior trajectory. Implications of the findings for the design of prevention and treatment programs are discussed.     

Parental illness intrusiveness and youth glycaemic control in type 1 diabetes: intergenerational associations and processes

Objective: This study examined associations between the functioning of youth with type 1 diabetes and their parents, including parenting dimensions as intervening mechanisms. The study adds to the existing literature by focusing on (1) the concept of parental illness intrusiveness; (2) the (understudied) periods of adolescence and emerging adulthood; and (3) maternal and paternal functioning. Design: Questionnaires were completed by 317 patient-mother dyads and 277 patient-father dyads. All patients (aged 14–25) had type 1 diabetes. The hypothesised model was compared to an alternative model using structural equation modelling. Main Outcome Measures: Youth reported on depressive symptoms and treatment adherence; Physicians provided HbA_1c-values. Parents reported on illness intrusiveness, depressive symptoms, and their child’s treatment adherence. Patients and parents reported on psychological control and overprotection. Results: The hypothesised path model had a good fit to the data. Parental illness intrusiveness was positively associated with depressive symptoms and both were positively related to overprotection and psychological control. Psychological control was positively related to patients’ depressive symptoms and negatively to treatment adherence. Poorer treatment adherence was associated with worse HbA_1c-values. Conclusion: These findings underscore the relevance of parental illness intrusiveness and emphasise the importance of mothers’ and fathers’ roles throughout adolescence and emerging adulthood.     

Examination of consistency of adolescent and parent reports across several psychosocial constructs

This study investigated the consistency of discrepancy scores between adolescent and parent reports across several psychosocial constructs (adolescent internalizing, externalizing, emotion regulation difficulties, parent rewarding responses to adolescent emotions, and parent depressive symptoms). Sixty‐two adolescents (67.7% females; 76.7% African American) and one of their parents participated. Most of the associations among discrepancy scores were equivalent. There was one instance in which the association among two discrepancy scores (youth internalizing and externalizing) was stronger than the others and one instance in which the association was weaker than the others (youth internalizing and parent rewarding). These results suggest that discrepancies between adolescent and parent reports are not necessarily a stable characteristic of the dyad and depend on the construct under consideration.     

Continuity of paternal social support and depressive symptoms among new mothers

The present study examined trajectories of paternal support and maternal depressive symptoms over the first two years after the birth of a child. First-time mothers (N = 582) were assessed 6 times during the first 24 months of their child's life. At each assessment they reported on a number of ways in which their child's father provided support, and at three of the assessments, their own depressive symptomatology was assessed. Latent growth curve models revealed that while higher support was related to lower depressive symptomatology, both paternal support and maternal depression tended to decrease over time. The relationships between paternal support and maternal depression are complex and suggest the importance of considering the multiple ways that parents influence one another over time.     

Family Transitions in Cohabiting Families: a Longitudinal Investigation of the Role of Parent Depressive Symptoms in Youth Problem Behaviors

Cohabiting family structures are becoming increasingly prevalent in the United States but are less stable than married family unions. In this longitudinal study we examine the change in psychosocial adjustment of adolescents when a non-biologically related male cohabiting partner (MCP) transitions out of the family home. Of particular interest, the role of maternal and MCP depressive symptoms was examined as a moderator. At wave 1, the sample was comprised of 111 low-income urban Black families, consisting of an adolescent (42.3 % male; Mage = 13), a biological mother, and a non-biologically-related male cohabiting partner (MCP). Wave 2 and 3 assessments occurred over the course of the subsequent 29 months, with 38 % of MCPs transitioning out of the home. We used latent growth curve modeling to characterize trajectories of youth internalizing and externalizing symptom change across the 3 waves. Both maternal and MCP depressive symptoms interacted with whether a transition occurred, consistent with the notion that adolescent problem behaviors are shaped by the dynamic interplay of individual- and family-characteristics.     

Trajectories of adolescent stressful life events and young adults’ socioeconomic and relational outcomes: Weight and depressive symptoms as mediators

Little is known about how biological and psychological consequences of adolescent stressful life events (SLEs) are jointly associated with socioeconomic and relational outcomes in adulthood. To address this gap, the present study involved testing a model based on the life course perspective that posits adolescent SLE trajectories produce parallel trajectories of depressive symptoms and weight status, which are jointly associated with socioeconomic status and intimate relationship quality in adulthood. Prospective data over 13 years from a nationally representative sample of 11,677 US adolescents was utilized. The results demonstrated that trajectories of BMI and depressive symptoms, which showed contemporaneous and longitudinal comorbidities over the early life course, were influenced by adolescent SLEs. Both BMI and depressive symptoms trajectories are additively and jointly associated with socioeconomic status and intimate relationship quality in adulthood. Additionally, adolescent SLE trajectories are directly associated with these adult outcomes. These observed associations persisted even after controlling for early family socioeconomic adversity and race/ethnicity. The theoretical and practical implications of these findings are discussed.     

Early Adolescent Growth in Depression and Conduct Problem Symptoms as Predictors of Later Substance Use Impairment

Most studies of adolescent substance use and psychological comorbidity have examined the contributions of conduct problems and depressive symptoms measured only at particular points-in-time. Yet, during adolescence, risk factors such as conduct problems and depression exist within a developmental context, and vary over time. Though internalizing and comorbid pathways to substance use have been theorized (Hussong et al. Psychology of Addictive Behaviors 25:390-404, 2011), the degree to which developmental increases in depressive symptoms and conduct problems elevate risk for substance use impairment among adolescents, in either an additive or potentially a synergistic fashion, is unclear. Using a school-based sample of 521 adolescents, we tested additive and synergistic influences of changes in depressive symptoms and conduct problems from 6th to 9th grade using parallel process growth curve modeling with latent interactions in the prediction of late adolescent (12th grade) substance use impairment, while examining gender as a moderator. We found that the interaction between growth in depression and conduct disorder symptoms uniquely predicted later substance use problems, in addition to main effects of each, across boys and girls. Results indicated that adolescents whose parents reported increases in both depression and conduct disorder symptoms from 6th to 9th grade reported the most substance use-related impairment in 12th grade. The current study demonstrates that patterns of depression and conduct problems (e.g., growth vs. decreasing) are likely more important than the static levels at any particular point-in-time in relation to substance use risk.     

Depression and attributions in children and adolescents: A meta-analytic review

This article presents a meta-analytic review of the association between attributional styles and depressive symptoms in children and adolescents. In 28 studies involving 7500 subjects, the correlations were consistent with those predicted by the reformulated learned helplessness model of depression. For negative outcomes, attributions along the internal, stable, and global dimensions were associated positively with depression. Conversely, higher levels of depressive symptoms were related to more external, unstable, and specific attributions for positive events. Additionally, overall composite maladaptive attributional patterns for positive and negative events were correlated with higher levels of depressive symptoms in youth. Effect sizes for these associations ranged from moderate to large (Cohen, 1977). Findings from the significance tests of the combined results support the theory. A large number of unretrieved studies revealing null effects would be needed to invalidate these findings.