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V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies

Jessie P. Bakker, Roland Barge, Jacob Centra, Brian Cobb, Chas Cota, Christine C. Guo, Bert Hartog, Nathalie Horowicz-Mehler, Elena S. Izmailova, Nikolay V. Manyakov, Samantha J. McClenahan, Stéphane Motola, Smit Patel, Oana Paun, Marian Schoone-Harmsen, Emre Sezgın, Thomas Switzer, Animesh Tandon, W van den Brink, Srinivasan Vairavan, Benjamin Vandendriessche, Bernard Vrijens, Jennifer C. Goldsack

2025npj Digital Medicine27 citationsDOIOpen Access PDF

Abstract

We propose the addition of usability validation to the extended V3 framework, now "V3+", and describe a pragmatic approach to ensuring that sensor-based digital health technologies can be used optimally at scale by diverse users. Alongside the original V3 components (verification; analytical validation; clinical validation), usability validation will ensure user-centricity of digital measurement tools, paving the way for more inclusive, reliable, and trustworthy digital measures within clinical research and clinical care.

Topics & Concepts

ScalabilityComputer scienceDigital healthHuman–computer interactionDatabaseHealth carePolitical scienceLawIoT and Edge/Fog ComputingMobile Health and mHealth ApplicationsContext-Aware Activity Recognition Systems
V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies | Litcius