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
Published on: May 15, 2020
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.
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.
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.
Related Concept Videos
Drug Dependence
Methods of Documentation IV: Focus Charting
It typically involves three columns for recording information:
Drug Administration and Therapy Phases: Overview
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
Drug Dosage Regimen: Overview
Typically, the starting dose and dosing interval are guided by the manufacturer's recommendations based on clinical trials conducted during and after drug...
Techniques of therapeutic communication I: Active Listening, Sharing Observations, Validation, and Using Touch
Therapeutic communication is not the same as social interaction. Social interaction has no goal or purpose and consists of casual information sharing, whereas therapeutic communication has a plan or purpose for the conversation. Therapeutic...
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...

