Therapist and Youth Predictors of Specific Practices Derived from the Evidence-Base in Community Mental Health

Mental health progress requires causal diagnostic nosology and scalable causal discovery

Nine hundred and seventy million individuals across the globe are estimated to carry the burden of a mental disorder. Limited progress has been achieved in alleviating this burden over decades of effort, compared to progress achieved for many other medical disorders. Progress on outcome improvement for all medical disorders, including mental disorders, requires research capable of discovering causality at sufficient scale and speed, and a diagnostic nosology capable of encoding the causal knowledge that is discovered. Accordingly, the field's guiding paradigm limits progress by maintaining: (a) a diagnostic nosology (DSM-5) with a profound lack of causality; (b) a misalignment between mental health etiologic research and nosology; (c) an over-reliance on clinical trials beyond their capabilities; and (d) a limited adoption of newer methods capable of discovering the complex etiology of mental disorders. We detail feasible directions forward, to achieve greater levels of progress on improving outcomes for mental disorders, by: (a) the discovery of knowledge on the complex etiology of mental disorders with application of Causal Data Science methods; and (b) the encoding of the etiological knowledge that is discovered within a causal diagnostic system for mental disorders.

A Mixed-Method Analysis on the Impacts of a System-Driven Implementation of Multiple Child Evidence-Based Practices on Community Mental Health Providers

Initiatives to scale up evidence-based practices (EBPs) in routine care are likely to have myriad impacts on community providers, but these impacts have not yet been examined in depth. This is especially true within the context of simultaneous implementation of multiple evidence-based practices. The aim of this study was to characterize the multifaceted impacts on community mental health therapists within a system-driven implementation of multiple EBPs for youth and families. Semistructured interview and survey data were gathered from 60 therapists at 11 agencies contracted with the Los Angeles County Department of Mental Health to deliver EBPs within the Prevention and Early Intervention initiative. Therapists' accounts of impacts varied, and were either predominately negative, predominantly positive, or mixed-valence. Mixed-methods analyses using Kruskal-Wallis tests showed therapist valence groups varied on mean levels of self-reported burnout on surveys. Themes from qualitative data revealed several favorable (e.g., increased EBP knowledge, structure) and unfavorable (e.g., distress, feeling constrained by EBPs) impacts of county-contracted EBP implementation. These findings inform the development and implementation of future system-driven EBP initiatives that consider therapist perspective to optimize positive impacts and minimize negative impacts on therapists.