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

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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.

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Bakker, J. P., Barge, R., Centra, J., Cobb, B., Cota, C., Guo, C. C., … Goldsack, J. C. (2025). V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies. Npj Digital Medicine, 8(1). https://doi.org/10.1038/s41746-024-01322-2

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