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Related Experiment Video

Updated: Jun 24, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach.

Amey Salvi1, Logan A Gillenwater2, Brandon P Cockrum3

  • 1School of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN, United States.

JMIR Human Factors
|June 11, 2024
PubMed
Summary
This summary is machine-generated.

A new dashboard enhances Overdose Fatality Reviews (OFRs) by visualizing decedent interactions with services, providing crucial data for targeted overdose prevention strategies. This tool offers real-time insights to improve community health policies.

Keywords:
dashboarddashboardsdata integrationdeathdesigndevelopdevelopmentdrug abusefatalityfatality reviewfocus groupfocus groupsinterviewinterviewsoverdoseoverdose preventionoverdosesoverdosingpreventionsubstance abusetouchpointtouchpointsvisualizationvisualizations

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Area of Science:

  • Public Health
  • Data Science
  • Health Informatics

Background:

  • Overdose Fatality Reviews (OFRs) are vital for community overdose prevention.
  • Current OFR methods review limited cases, potentially leading to incomplete understanding of local overdose patterns and suboptimal policy recommendations.

Purpose of the Study:

  • To explore enhancing conventional OFRs using a data dashboard with visualizations of pre-overdose events (touchpoints).
  • To identify opportunities for overdose prevention by analyzing decedent interactions with services.

Main Methods:

  • Conducted focus groups and a survey with OFR experts (N=27) to define information needs.
  • Designed and developed a real-time dashboard tracking decedent interactions with health and justice services in Indiana.
  • Incorporated expert feedback on essential data features and visualization design.

Main Results:

  • Experts emphasized visualizing interactions with emergency medical services and the justice system.
  • Decedent anonymity and training in data interpretation were highlighted as key considerations.
  • The dashboard visualizes touchpoint metrics (prevalence, frequency, timing) at county and state levels.
  • Initial evaluations showed the dashboard offers comprehensive data and can improve OFR recommendations.

Conclusions:

  • The Indiana touchpoints dashboard is the first to integrate real-time administrative and overdose mortality data.
  • It provides timely, quantitative, and spatiotemporal insights into overdose risk factors for data-driven interventions.
  • Successful integration into OFR practices may necessitate training for data interpretation and decision-making.