# Teaching the Communication of Diagnostic Uncertainty at Scale: Leveraging a Mobile App for Just-in-Time Instruction

**Authors:** Dimitrios Papanagnou, Abagayle Bierowski, Casey Morrone, Ridhima Ghei, Kristin L Rising, Danielle M McCarthy, Kyle T Formella, John A Vozenilek, Shruti Chandra, Nethra Ankam

PMC · DOI: 10.7759/cureus.88385 · 2025-07-20

## TL;DR

A mobile app was used to teach medical students how to communicate diagnostic uncertainty to patients in a scalable and practical way.

## Contribution

The study demonstrates the use of a mobile app to teach communication of diagnostic uncertainty at scale, complementing traditional simulation methods.

## Key findings

- The mobile app enabled real-time, large-scale skill-based learning without simulation rooms or role-play.
- Students received immediate feedback and reflected on patient-centered communication strategies.
- The approach was positively received and suggests flexibility in training large cohorts of medical students.

## Abstract

Diagnostic uncertainty is a reality of clinical care, particularly in emergency medicine. The ability to communicate this uncertainty to patients and families, however, remains underdeveloped in medical education curricula. Traditional simulation training is regarded as the gold standard for teaching difficult conversations, but resource constraints can limit access, especially for larger cohorts of learners. Faced with this challenge, we turned to a tool our team developed: the Uncertainty Communication mobile application (app). With over 200 medical students entering their fourth year of training, we used this app to deliver real-time, large-scale, skill-based learning, without simulation rooms, standardized patients, or small-group role-play. Students practiced communicating diagnostic uncertainty to patients, received immediate feedback, and reflected on patient-centered communication strategies. Their responses were generally positive. While not a formal study or intended to replace the role of traditional simulation training, our experience reaffirms how the intentional integration of mobile tools into medical training can introduce complex skills, like communicating diagnostic uncertainty, into scalable and practical learning solutions. As we train the next generation of physicians, such tools may offer educators some degree of flexibility when training large cohorts of students.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12283129/full.md

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Source: https://tomesphere.com/paper/PMC12283129