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Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines
Angela Mastrianni1, Aleksandra Sarcevic1, Allison Hu2
1College of Computing and Informatics, Drexel University, Philadelphia, USA.
Digital cognitive aids can improve pediatric trauma resuscitation by providing timely alerts and recommendations. This study developed and evaluated new checklist features to enhance decision support in critical care settings.
Area of Science:
- Digital Health
- Clinical Decision Support
- Medical Informatics
Background:
- Digital cognitive aids offer potential for clinical decision support, including alerts for process delays and intervention recommendations.
- Effective implementation requires timely, accurate data entry and standardized documentation of task status.
Purpose of the Study:
- To examine how a digital checklist for pediatric trauma resuscitation can trigger decision support alerts and recommendations.
- To identify essential criteria for cognitive aids to effectively support alerts and recommendations.
Main Methods:
- A mixed-methods study involving co-design sessions and near-live simulations.
- Development of two checklist features: a pre-hospital information form and a multi-step task progress slider.
- In-the-wild evaluation of the developed features.
Main Results:
- Two key criteria for effective cognitive aids were identified: timely/accurate data entry and accurate task status documentation.
- Novel checklist features were created and evaluated to meet these criteria.
- Guidelines for designing cognitive aid features in time- and safety-critical scenarios were developed.
Conclusions:
- Digital cognitive aids, when designed with specific features, can enhance clinical decision support in pediatric trauma resuscitation.
- The developed features and guidelines contribute to improving the usability and effectiveness of digital tools in critical care.
- Future research should focus on the broader implementation and impact of such aids in emergency medicine.
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