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Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data

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Embedding Passive Monitoring Into Global Health and Longitudinal Patient Care.

Angelika Papanicolaou¹, Laura Gaetano¹, Olivia Yu²

¹Neuroscience Development, Novartis AG, Basel, Switzerland.

JMIR Formative Research

|December 30, 2025

Summary

Smart rings offer a passive patient monitoring solution, balancing form factor and data capture for long-term health tracking. This technology could revolutionize remote patient care for chronic conditions.

Keywords:

digital health technologies global health health data patient data remote monitoring smart ring

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Area of Science:

Digital Health
Wearable Technology
Biomedical Engineering

Background:

Digital health tools show promise but face limitations in long-term patient monitoring due to user burden.
Active patient engagement with digital devices often hinders continuous data collection in clinical settings.

Purpose of the Study:

To explore the potential of smart ring technology as a core component for passive patient monitoring systems.
To assess the feasibility of integrating smart rings into hub-and-spoke health monitoring frameworks for longitudinal studies.

Main Methods:

Utilizing wireless technologies for smart rings to form a hub-and-spoke monitoring system.
Integrating smart ring data with cloud-based electronic health records via bidirectional communication.
Outlining practical considerations for system development and implementation.

Main Results:

Smart rings present a viable compromise between device form factor and data acquisition capacity for passive monitoring.
The proposed system enables seamless data flow to electronic health records and supports bidirectional communication.
Potential applications include longitudinal monitoring of chronic diseases like cardiovascular and neurodegenerative conditions.

Conclusions:

Smart rings can serve as a foundational element for scalable, passive patient monitoring systems.
Integration into federated wireless networks could enable global health care applications.
Overcoming technological, financial, and data privacy challenges is crucial for widespread adoption.