Real-Time Dashboard for Identifying Overdose Touchpoints in Indiana.

Indiana state government partnered with researchers to develop a real-time dashboard that brings together multiple data sources to provide state and county-level measures around overdose touchpoints, which are settings that people engaged with prior to fatal overdose. Exploration of the dashboard reveals multiple opportunities for overdose prevention and highlights its use as a tool to monitor strategies in reducing overdose deaths.

Trust Your Gut: Comparing Human and Machine Inference from Noisy Visualizations.

People commonly utilize visualizations not only to examine a given dataset, but also to draw generalizable conclusions about the underlying models or phenomena. Prior research has compared human visual inference to that of an optimal Bayesian agent, with deviations from rational analysis viewed as problematic. However, human reliance on non-normative heuristics may prove advantageous in certain circumstances.

Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach.

Background: Overdose Fatality Review (OFR) is an important public health tool for shaping overdose prevention strategies in communities. However, OFR teams review only a few cases at a time, which typically represent a small fraction of the total fatalities in their jurisdiction. Such limited review could result in a partial understanding of local overdose patterns, leading to policy recommendations that do not fully address the broader community needs.

Early development of local data dashboards to depict the substance use care cascade for youth involved in the legal system: qualitative findings from end users.

Introduction: Rates of substance use are high among youth involved in the legal system (YILS); however, YILS are less likely to initiate and complete substance use treatment compared to their non legally-involved peers. There are multiple steps involved in connecting youth to needed services, from screening and referral within the juvenile legal system to treatment initiation and completion within the behavioral health system. Understanding potential gaps in the care continuum requires data and decision-making from these two systems.