Accepted for/Published in: JMIR Formative Research
Date Submitted: Sep 15, 2025
Open Peer Review Period: Sep 22, 2025 - Nov 17, 2025
Date Accepted: Jan 21, 2026
(closed for review but you can still tweet)
Using a wearable-based animated patient avatar to improve patients’ perception of vital signs: A multicenter computer-based study
ABSTRACT
Background:
Visual Patient Avatar (VPA) is an innovative patient monitoring technology that translates numerical and waveform data into intuitive, avatar-based representations of patient conditions. Previous research indicates that this technology improves healthcare providers’ situation awareness compared to conventional monitoring methods. As patient-worn continuous vital sign monitoring continues to be developed, we introduce Visual Patient Wearable (VPW) to provide avatar-based visualization tailored to this application.
Objective:
The aim of this study was to evaluate whether a wearable-based animated patient avatar (VPW) can improve patients’ perception and recall of vital sign deviations compared to conventional monitoring methods, and to assess the usability and acceptance of this avatar-based visualization.
Methods:
This computer-based study included 67 patients from three academic hospitals in Central Europe. Participants were randomly assigned to the Visual Patient Wearable (VPW) or conventional monitoring group and viewed a standardized instructional video for their allocated method. They then completed four randomized clinical scenarios, each displayed for six seconds to simulate glance-based assessment. Accuracy in recalling vital sign deviations was measured, and VPW participants additionally rated the visualization using Likert scales.
Results:
VPW significantly improved the detection accuracy of vital sign deviations compared to standard monitoring layouts, from 47% [43, 50] to 63% [60, 67] p<0.001, with a risk ratio of 1.34 (95% confidence interval, 1.23, 1.47). Qualitative assessments indicated high levels of patient satisfaction across all six vital sign categories (4.04 [3.9 4.2] max. of 5 points) and strong positive notions in patients who had experienced VPA in their own anaesthetic care.
Conclusions:
This study showed VPW’s potential to enhance the early detection of vital sign deviations and to be well-received by potential users. The findings advocate for integrating avatar-based visualizations in continuous patient monitoring as adjunct tools. Patients considered the VPW as suitable for improving their awareness and strongly associated positive emotions with the avatar. Clinical Trial: Cantonal Ethics Commission of Zurich, Switzerland (Req-2024-00286), Bonn (2024-209-BO) and Frankfurt (2024-1759)
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