Estimated Prevalence of Psychiatric Comorbidities in U.S. Adolescents With Depression by Race/Ethnicity, 2011-2012

ADHD in Black Youth: A Content Analysis of Empirical Research from 1972 to 2023

OBJECTIVE

The purpose of this content analysis study was to characterize patterns of research on Black youth with ADHD.

METHOD

Relevant articles were identified through searching psychology and medical databases and cross-referencing citations in previously published review articles. The 204 empirical articles included in this study (1) were conducted in the United States, (2) had a predominantly child or adolescent sample, (3) had more than 80% Black youth/families in the study sample and/or conducted separate analyses for Black youth/families, and (4) examined ADHD symptoms or diagnoses. Articles were categorized into five primary content areas: Assessment, Treatment, Perceptions, Prevalence, and Associated Correlates. Journal characteristics, sample characteristics, and methodological characteristics are presented across these content areas.

RESULTS

Findings show a relatively low representation of Black youth with ADHD in the literature, with most studies using race comparative approaches and secondary data analyses, and many being published in medical journals.

CONCLUSION

Based on these results, changes are recommended both at the individual study and broader systems levels (e.g., funding agencies). More research, funding, and publications centering Black youth with ADHD are vital to understanding and correcting long-standing health disparities for this community.

Digital Psychotherapies for Adults Experiencing Depressive Symptoms: Systematic Review and Meta-Analysis

BACKGROUND

Depression affects 5% of adults and it is a major cause of disability worldwide. Digital psychotherapies offer an accessible solution addressing this issue. This systematic review examines a spectrum of digital psychotherapies for depression, considering both their effectiveness and user perspectives.

OBJECTIVE

This review focuses on identifying (1) the most common types of digital psychotherapies, (2) clients' and practitioners' perspectives on helpful and unhelpful aspects, and (3) the effectiveness of digital psychotherapies for adults with depression.

METHODS

A mixed methods protocol was developed using PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The search strategy used the Population, Intervention, Comparison, Outcomes, and Study Design (PICOS) framework covering 2010 to 2024 and 7 databases were searched. Overall, 13 authors extracted data, and all aspects of the review were checked by >1 reviewer to minimize biases. Quality appraisal was conducted for all studies. The clients' and therapists' perceptions on helpful and unhelpful factors were identified using qualitative narrative synthesis. Meta-analyses of depression outcomes were conducted using the standardized mean difference (calculated as Hedges g) of the postintervention change between digital psychotherapy and control groups.

RESULTS

Of 3303 initial records, 186 records (5.63%; 160 studies) were included in the review. Quantitative studies (131/160, 81.8%) with a randomized controlled trial design (88/160, 55%) were most common. The overall sample size included 70,720 participants (female: n=51,677, 73.07%; male: n=16,779, 23.73%). Digital interventions included "stand-alone" or non-human contact interventions (58/160, 36.2%), "human contact" interventions (11/160, 6.8%), and "blended" including stand-alone and human contact interventions (91/160, 56.8%). What clients and practitioners perceived as helpful in digital interventions included support with motivation and accessibility, explanation of task reminders, resources, and learning skills to manage symptoms. What was perceived as unhelpful included problems with usability and a lack of direction or explanation. A total of 80 studies with 16,072 participants were included in the meta-analysis, revealing a moderate to large effect in favor of digital psychotherapies for depression (Hedges g=-0.61, 95% CI -0.75 to -0.47; Z=-8.58; P<.001). Subgroup analyses of the studies with different intervention delivery formats and session frequency did not have a statistically significant effect on the results (P=.48 and P=.97, respectively). However, blended approaches revealed a large effect size (Hedges g=-0.793), while interventions involving human contact (Hedges g=-0.42) or no human contact (Hedges g=-0.40) had slightly smaller effect sizes.

CONCLUSIONS

Digital interventions for depression were found to be effective regardless of format and frequency. Blended interventions have larger effect size than those involving human contact or no human contact. Digital interventions were helpful especially for diverse ethnic groups and young women. Future research should focus on understanding the sources of heterogeneity based on intervention and population characteristics.

TRIAL REGISTRATION

PROSPERO CRD42021238462; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=238462.

The Utilization Profiles of Comprehensive School Mental and Behavioral Health Needs Among Adolescents

BACKGROUND

Schools have become a primary access point for mental health services to cover the gap between need and service utilization that has long existed, particularly among vulnerable populations. This study aims to identify the profiles of comprehensive school mental and behavioral health system (CSMBHS) needs and examine related characteristics.

METHODS

We used the 2019 National Survey of Drug Use and Health (NSDUH) collected from a nationally representative sample in the United States. The sample included 6th through 12th-grade adolescents who had received CSMBHS services in the last 12 months (N = 1346). The study conducted latent class analysis and multinomial logistic regression using Vermunt's 3-step approach.

RESULTS

The analysis identified 3 profiles of student CSMBHS service need: depression needs (42%), multiple endorsements in most needs (depressed, friend, and school problems; 6.5%), and low endorsement (51.4%). Findings suggest that the profiles differed by age, a lifetime major depressive episode, family income, and use of other mental health services.

IMPLICATIONS FOR SCHOOL HEALTH, POLICY, PRACTICE, AND EQUITY

Emphasis should be placed on proactively identifying student needs and advocating for appropriate interventions based on student needs.

CONCLUSIONS

The study reveals important information regarding how schools best support students in need and in seeking services.

Meta-analytical transdiagnostic neural correlates in common pediatric psychiatric disorders

In the last decades, neuroimaging studies have attempted to unveil the neurobiological markers underlying pediatric psychiatric disorders. Yet, the vast majority of neuroimaging studies still focus on a single nosological category, which limit our understanding of the shared/specific neural correlates between these disorders. Therefore, we aimed to investigate the transdiagnostic neural correlates through a novel and data-driven meta-analytical method. A data-driven meta-analysis was carried out which grouped similar experiments’ topographic map together, irrespectively of nosological categories and task-characteristics. Then, activation likelihood estimation meta-analysis was performed on each group of experiments to extract spatially convergent brain regions. One hundred forty-seven experiments were retrieved (3124 cases compared to 3100 controls): 79 attention-deficit/hyperactivity disorder, 32 conduct/oppositional defiant disorder, 14 anxiety disorders, 22 major depressive disorders. Four significant groups of experiments were observed. Functional characterization suggested that these groups of aberrant brain regions may be implicated internally/externally directed processes, attentional control of affect, somato-motor and visual processes. Furthermore, despite that some differences in rates of studies involving major depressive disorders were noticed, nosological categories were evenly distributed between these four sets of regions. Our results may reflect transdiagnostic neural correlates of pediatric psychiatric disorders, but also underscore the importance of studying pediatric psychiatric disorders simultaneously rather than independently to examine differences between disorders.

Single-arm Pilot Trial of Hatha Yoga for Adolescents with Depression

The prevalence of adolescent depression is increasing, particularly among girls. Existing evidence-based treatments have limitations and/or may not be acceptable to all adolescents and parents. There is evidence that hatha yoga may be useful as an adjunctive treatment for depression in adults. The purpose of the current study was to assess acceptability and feasibility of hatha yoga for depression in teens. We conducted a single-arm pilot trial of 12 weeks of manualized yoga classes specifically targeted toward teens with elevated depression symptoms. We assessed acceptability and feasibility by several metrics and compared our results against a priori benchmarks. We also collected qualitative feedback on the classes. We enrolled 11 teens. We met a priori benchmarks for recruitment and retention rates, credibility of the yoga classes, satisfaction with classes, and (lack of) adverse events causally related to classes. Class attendance and amount of home practice fell below planned benchmarks. Qualitative feedback was positive from the majority, although not all, participants. Results from this study may be used to further refine yoga classes for depressed teens.

Gene-environment interaction: Oxytocin receptor (OXTR) polymorphisms and parenting style as potential predictors for depressive symptoms

Depression is a common mental health problem that is thought to develop through a combination of genetic, psychological, and environmental factors, including parental behaviours and parental mental health. The present study investigated the potential interaction between oxytocin receptor (OXTR) single nucleotide polymorphisms (SNPs) (rs53576, rs237880, rs237887, rs237889, rs237898, rs1042778, rs2268490, rs2268491, rs4686302, rs6770632, rs13316193) and parenting style in adolescence in relation to depressive symptoms among young adults. The sample consisted of 1,098 Caucasian participants (63.6% females) and their parents. The present study included data from the Survey of Adolescent Life Cohort study collected in 2012 at wave I (m_age 14.4 years; DNA collection), 2015 at wave II (m_age 17.36 years; Estimation of parenting style, depressive symptoms, and parental depression) and 2018 at wave III (m_age 20.19 years; Depressive symptoms). Evidence for an interaction effect between OXTR SNP rs6770632 and negative parenting style on depressive symptoms among young adults was found with support for the diathesis-stress theory. The rs6770632 was associated with depressive symptoms at higher levels of negative parenting, with A:A allele carriers reporting higher levels of depressive symptoms than C:C and C:A allele carriers. The present study provides preliminary knowledge about the potential moderation effects of perceived negative parenting on the effect of OXTR SNPs on depressive symptoms among young adults, independent of sex, previous reports of depressive symptoms, and parental depression.

Psychic suffering and depression in black children and adolescents: systematic review and meta-analysis

Depression is a common disorder in the population, but some people are more vulnerable to this condition. Groups at higher risk of developing psychic suffering include black children and adolescents living in vulnerable socioeconomic conditions. This study aimed to analyze race and life conditions as determinants of depression in children and adolescents. This was a systematic review with meta-analysis. The study sources were MEDLINE Ovid, Web of Science, Latin American and Caribbean Health Science Information database, Science Citation Index-Expanded, PubMed, EMBASE, and Scopus. The following keywords were used: Child, Adolescent, Stress, Psychological, Depression, and African Continental Ancestry Group, using the logical operators AND and OR. The general criteria were observational studies published in the last 20 years. Language was not restricted to avoid possible bias in the selection of articles. Studies with a high risk of bias were excluded. General analysis was conducted with RStudio 3.0 software using odds ratio analysis with a 95% confidence interval and 0.05 significance level. We firstly found 654 studies, of which 18 met the criteria and were included in this review. Race and life conditions were determinants of depression in children and adolescents, with a negative impact for the black population.

Differential Experiences of Mental Health among Transgender and Gender-Diverse Youth in Colorado

Young people experience a variety of mental health concerns, including depression, non-suicidal self-injury, and suicidal ideation. These issues are at even higher rates among transgender and gender-diverse (TGD) young people, due to the additional burden of having to navigate a world in which transphobia impacts them at the individual, organizational, and policy levels. However, much of the extant research focuses only on comparing TGD youth to cisgender counterparts. This study explores the nuance within the TDG youth population regarding mental health, examining how gender, race/ethnicity, and sexual orientation change the likelihood of experiencing each of these mental health concerns. Among a sample of over 400 young people, findings indicate that those TGD young people who do not identify themselves within the masculine/feminine binary and those with marginalized sexual orientations were two to three times more likely to experience adverse mental health outcomes, as compared to their peers who are questioning their gender, and who are heterosexual. The implications for mental health professionals and others who work with young people are to recognize that mental health is not a one-size-fits all model for young TGD people, and that the intersection of multiple marginalized identities, must be addressed in order to improve the mental health of this group of young people. Findings can also be used to better understand issues of stigma, discrimination, and victimization in education, health care, and beyond.

Randomized Clinical Trial of an Internet-Based Adolescent Depression Prevention Intervention in Primary Care: Internalizing Symptom Outcomes

Approximately 20% of people will experience a depressive episode by adulthood, making adolescence an important developmental target for prevention. CATCH-IT (Competent Adulthood Transition with Cognitive-behavioral, Humanistic, and Interpersonal Training), an online depression prevention intervention, has demonstrated efficacy in preventing depressive episodes among adolescents reporting elevated symptoms. Our study examines the effects of CATCH-IT compared to online health education (HE) on internalizing symptoms in adolescents at risk for depression. Participants, ages 13-18, were recruited across eight US health systems and were randomly assigned to CATCH-IT or HE. Assessments were completed at baseline, 2, 6, 12, 18, and 24 months. There were no significant differences between groups in change in depressive symptoms (b = -0.31 for CATCH-IT, b = -0.27 for HE, p = 0.80) or anxiety (b = -0.13 for CATCH-IT, b = -0.11 for HE, p = 0.79). Improvement in depressive symptoms was statistically significant (p < 0.05) for both groups (p = 0.004 for CATCH-IT, p = 0.009 for HE); improvement in anxiety was significant for CATCH-IT (p = 0.04) but not HE (p = 0.07). Parental depression and positive relationships with primary care physicians (PRPC) moderated the anxiety findings, and adolescents' externalizing symptoms and PRPC moderated the depression findings. This study demonstrates the long-term positive effects of both online programs on depressive symptoms and suggests that CATCH-IT demonstrates cross-over effects for anxiety as well.

Do adolescents with chronic fatigue syndrome (CFS/ME) and co-morbid anxiety and/or depressive symptoms think differently to those who do not have co-morbid psychopathology?

BACKGROUND

Co-morbid anxiety and/or depression is common in adolescents with Chronic Fatigue Syndrome (CFS/ME). Adolescents with psychopathology typically endorse more negative cognitive errors. We do not know whether they make negative cognitive errors in response to fatigue. We examined the thinking patterns of adolescents with CFS/ME and co-morbid psychopathology compared to those without this co-morbidity.

METHODS

This cross-sectional study recruited 205 adolescents (age 11-18) with CFS/ME, who completed measures of anxiety and depression, information processing biases and responses to fatigue. We grouped participants as having co-morbid psychopathology (or not) by applying a threshold score. We compared groups' thinking pattern subscale scores using independent samples T tests. We examined the association between psychopathology and general negative thinking and specific responses to fatigue symptoms.

RESULTS

Adolescents with CFS/ME with co-morbid psychopathology more strongly endorsed general negative cognitive errors (d = 0.61-1.31). They also more strongly endorsed damage beliefs (d = 0.49), embarrassment avoidance (d = 1.05), catastrophising (d = 0.97) and symptom focusing (d = 0.75) in response to fatigue but did not differ significantly on fear avoidance from those without co-morbid psychopathology. Both negative cognitive errors and unhelpful responses to symptoms explained 43% of the variance in psychopathology.

CONCLUSIONS

Adolescents with CFS/ME with co-morbid psychopathology tend to be negatively biased in their thinking, both generally and about their symptoms of fatigue specifically. This may have implications for the sequencing of cognitive and behavioural strategies to address both fatigue and psychopathology.