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BackgroundHeterogeneous mental health outcomes during the COVID-19 pandemic are documented in the general population. Such heterogeneity has not been systematically assessed in youth with autism spectrum disorder (ASD) and related neurodevelopmental disorders (NDD). To identify distinct patterns of the pandemic impact and their predictors in ASD/NDD youth, we focused on pandemic-related changes in symptoms and access to services.MethodsUsing a naturalistic observational design, we assessed parent responses on the Coronavirus Health and Impact Survey Initiative (CRISIS) Adapted For Autism and Related neurodevelopmental conditions (AFAR). Cross-sectional AFAR data were aggregated across 14 European and North American sites yielding a clinically well-characterized sample of N = 1275 individuals with ASD/NDD (age = 11.0 ± 3.6 years; n females = 277). To identify subgroups with differential outcomes, we applied hierarchical clustering across eleven variables measuring changes in symptoms and access to services. Then, random forest classification assessed the importance of socio-demographics, pre-pandemic service rates, clinical severity of ASD-associated symptoms, and COVID-19 pandemic experiences/environments in predicting the outcome subgroups.ResultsClustering revealed four subgroups. One subgroup-broad symptom worsening only (20%)-included youth with worsening across a range of symptoms but with service disruptions similar to the average of the aggregate sample. The other three subgroups were, relatively, clinically stable but differed in service access: primarily modified services (23%), primarily lost services (6%), and average services/symptom changes (53%). Distinct combinations of a set of pre-pandemic services, pandemic environment (e.g., COVID-19 new cases, restrictions), experiences (e.g., COVID-19 Worries), and age predicted each outcome subgroup.LimitationsNotable limitations of the study are its cross-sectional nature and focus on the first six months of the pandemic.ConclusionsConcomitantly assessing variation in changes of symptoms and service access during the first phase of the pandemic revealed differential outcome profiles in ASD/NDD youth. Subgroups were characterized by distinct prediction patterns across a set of pre- and pandemic-related experiences/contexts. Results may inform recovery efforts and preparedness in future crises; they also underscore the critical value of international data-sharing and collaborations to address the needs of those most vulnerable in times of crisis.

Background: Definitions of dichotomous outcome terms, such as "response," "remission," and "recovery" are central to the design, interpretation, and clinical application of randomized controlled trials of adolescent depression interventions. Accordingly, this scoping review was conducted to document how these terms have been defined and justified in clinical trials.Method: Bibliographic databases MEDLINE, Embase, APA PsycInfo, and CINAHL were searched from inception to February 2020 for randomized controlled trials evaluating treatments for adolescent depression. Ninety-eight trials were included for data extraction and analysis.Results: Assessment of outcome measurement instruments, metric strategies, methods of aggregation, and measurement timing, yielded 53 unique outcome definitions of "response" across 45 trials that assessed response, 47 unique definitions of "remission" in 29 trials that assessed remission, and 19 unique definitions of "recovery" across 11 trials that assessed recovery. A minority of trials (N = 35) provided a rationale for dichotomous outcomes definitions, often by citing other studies that used a similar definition (N = 11). No rationale included input from youth or families with lived experience.Conclusion: Our review revealed that definitions of "response," "remission," "recovery," and related terms are highly variable, lack clear rationales, and are not informed by key stakeholder input. These limitations impair pooling of trial results and the incorporation of trial findings into pragmatic treatment decisions in clinical practice. Systematic approaches to establishing outcome definitions are needed to enhance the impact of trials examining adolescent depression treatment. [ABSTRACT FROM AUTHOR]

Objective: To systematically appraise existing evidence of the measurement properties of the Children's Depression Rating Scale-Revised (CDRS-R) in adolescents with major depressive disorder (MDD). The CDRS-R is the most commonly used scale in adolescent depression research, yet was originally designed for use in children 6 to 12 years old.Method: Seven databases were searched for studies that evaluated the measurement properties of the CDRS-R in adolescents (ages 12-18 years). Of 65 studies screened by full-text, 6 were included. Measurement properties were appraised using the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN) guidelines. The COSMIN minimum requirements for recommending the use of an outcome measurement instrument are (1) evidence for sufficient content validity (any level of evidence), and (2) at least low-quality evidence for sufficient internal consistency.Results: Four studies assessed an English-language version of the CDRS-R; the other 2 assessed German and Korean versions, respectively. No study assessed content validity, cross-cultural validity/measurement invariance, or measurement error of the CDRS-R in adolescents with MDD. Low-quality evidence was found for sufficient construct validity (n = 4 studies) and responsiveness (n = 2 studies) assessed via comparator instruments. Very-low-quality evidence was found for sufficient interrater reliability (n = 2 studies). The results for structural validity (n = 3 studies) and internal consistency (n = 5 studies) were inconclusive.Conclusion: It remains unclear whether the CDRS-R appropriately measures depressive symptom severity in adolescent MDD. Before use of the CDRS-R in adolescent MDD research can be recommended, evidence of sufficient psychometric properties in adolescents with MDD is needed. [ABSTRACT FROM AUTHOR]