Submesoscale variability enhances shoreline oiling: deepwater blowout simulations in the Agulhas current.

This study critically examines oil spill simulations for a hypothetical 15 day deepwater blowout spill scenario off the east coast of South Africa, coincident with the upper reaches of the Agulhas Current. Our aim is to quantify the impact of submesoscale circulations on the fate of the oil by comparing a submesoscale permitting (2.5 km) versus a mesoscale resolving (7.5 km) ocean model. The bimodal nature of the Agulhas Current plays a crucial role in the fate of the oil. Off the east coast, the relative stability of the current limits shoreline impacts, while downstream the increased variability of the current and its meandering is associated with the generation of submesoscale circulations that drive entrainment of oil onto the continental shelf. Oil entrainment is therefore enhanced in the submesoscale permitting model, and the predicted oiling of South Africa's south coast is found to vary in concert with seasonally varying winds.

What Really Matters in the Implementation of Evidence-based Practices in Community Mental Health? Insight and Recommendations from Experts, Providers, and Clients.

Perceptions of evidence-based practices (EBPs) and implementation are inherent drivers of implementation outcomes. Most studies on implementation perceptions have focused on direct service providers, but clients and EBP experts may offer additional meaningful information about implementing EBPs in community settings. EBP providers (n = 21), EBP experts (n = 12), and clients who received EBPs (n = 6) participated in focus groups to ascertain their perceptions of and experiences with EBP implementation, as part of a program evaluation. Thematic analysis indicated that provider and expert perceptions of EBP implementation in community settings converged around themes of implementation supports and training and client outcomes, along with several subthemes. Client perceptions centered on themes regarding the importance of their personal experiences, their impressions of EBPs, as well as their recommendation for increasing public awareness and use of EBPs. Findings suggest that the perspectives of EBP providers and experts are closely aligned, focusing on system-level, individual-level, and training issues that impact EBP implementation within a public mental health system. The themes that were important to clients were primarily related to their experiences as recipients of an EBP which produced insightful recommendations for promoting EBPs in the community.

Knowledge and Attitudes Toward an Artificial Intelligence-Based Fidelity Measurement in Community Cognitive Behavioral Therapy Supervision.

To capitalize on investments in evidence-based practices, technology is needed to scale up fidelity assessment and supervision. Stakeholder feedback may facilitate adoption of such tools. This evaluation gathered stakeholder feedback and preferences to explore whether it would be fundamentally feasible or possible to implement an automated fidelity-scoring supervision tool in community mental health settings. A partially mixed, sequential research method design was used including focus group discussions with community mental health therapists (n = 18) and clinical leadership (n = 12) to explore typical supervision practices, followed by discussion of an automated fidelity feedback tool embedded in a cloud-based supervision platform. Interpretation of qualitative findings was enhanced through quantitative measures of participants' use of technology and perceptions of acceptability, appropriateness, and feasibility of the tool. Initial perceptions of acceptability, appropriateness, and feasibility of automated fidelity tools were positive and increased after introduction of an automated tool. Standard supervision was described as collaboratively guided and focused on clinical content, self-care, and documentation. Participants highlighted the tool's utility for supervision, training, and professional growth, but questioned its ability to evaluate rapport, cultural responsiveness, and non-verbal communication. Concerns were raised about privacy and the impact of low scores on therapist confidence. Desired features included intervention labeling and transparency about how scores related to session content. Opportunities for asynchronous, remote, and targeted supervision were particularly valued. Stakeholder feedback suggests that automated fidelity measurement could augment supervision practices. Future research should examine the relations among use of such supervision tools, clinician skill, and client outcomes.

Assessing Causal Pathways and Targets of Implementation Variability for EBP use (Project ACTIVE): a study protocol.

BACKGROUND: Advancing causal implementation theory is critical for designing tailored implementation strategies that target specific mechanisms associated with evidence-based practice (EBP) use. This study will test the generalizability of a conceptual model that integrates organizational constructs and behavioral theory to predict clinician use of cognitive-behavioral therapy (CBT) techniques in community mental health centers. CBT is a leading psychosocial EBP for psychiatric disorders that remains underused despite substantial efforts to increase its implementation. METHODS: We will leverage ongoing CBT implementation efforts in two large public health systems (Philadelphia and Texas) to recruit 300 mental health clinicians and 600 of their clients across 40 organizations. Our primary implementation outcomes of interest are clinician intentions to use CBT and direct observation of clinician use of CBT. As CBT comprises discrete components that vary in complexity and acceptability, we will measure clinician use of six discrete components of CBT. After finishing their CBT training, participating clinicians will complete measures of organizational and behavior change constructs delineated in the model. Clinicians also will be observed twice via audio recording delivering CBT with a client. Within 48 h of each observation, theorized moderators of the intention-behavior gap will be collected via survey. A subset of clinicians who report high intentions to use CBT but demonstrate low use will be purposively recruited to complete semi-structured interviews assessing reasons for the intention-behavior gap. Multilevel path analysis will test the extent to which intentions and determinants of intention predict the use of each discrete CBT component. We also will test the extent to which theorized determinants of intention that include psychological, organizational, and contextual factors explain variation in intention and moderate the association between intentions and CBT use. DISCUSSION: Project ACTIVE will advance implementation theory, currently in its infancy, by testing the generalizability of a promising causal model of implementation. These results will inform the development of implementation strategies targeting modifiable factors that explain substantial variance in intention and implementation that can be applied broadly across EBPs.