V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies
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; analytica...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-01-01
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| Series: | npj Digital Medicine |
| Online Access: | https://doi.org/10.1038/s41746-024-01322-2 |
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| author | Jessie P. Bakker Roland Barge Jacob Centra Bryan Cobb Chas Cota Christine C. Guo Bert Hartog Nathalie Horowicz-Mehler Elena S. Izmailova Nikolay V. Manyakov Samantha McClenahan Stéphane Motola Smit Patel Oana Paun Marian Schoone Emre Sezgin Thomas Switzer Animesh Tandon Willem van den Brink Srinivasan Vairavan Benjamin Vandendriessche Bernard Vrijens Jennifer C. Goldsack |
| author_facet | Jessie P. Bakker Roland Barge Jacob Centra Bryan Cobb Chas Cota Christine C. Guo Bert Hartog Nathalie Horowicz-Mehler Elena S. Izmailova Nikolay V. Manyakov Samantha McClenahan Stéphane Motola Smit Patel Oana Paun Marian Schoone Emre Sezgin Thomas Switzer Animesh Tandon Willem van den Brink Srinivasan Vairavan Benjamin Vandendriessche Bernard Vrijens Jennifer C. Goldsack |
| author_sort | Jessie P. Bakker |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-fd3873e57fa340069c8788419f1255e2 |
| institution | Kabale University |
| issn | 2398-6352 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | npj Digital Medicine |
| spelling | doaj-art-fd3873e57fa340069c8788419f1255e22025-01-26T12:53:47ZengNature Portfolionpj Digital Medicine2398-63522025-01-018111310.1038/s41746-024-01322-2V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologiesJessie P. Bakker0Roland Barge1Jacob Centra2Bryan Cobb3Chas Cota4Christine C. Guo5Bert Hartog6Nathalie Horowicz-Mehler7Elena S. Izmailova8Nikolay V. Manyakov9Samantha McClenahan10Stéphane Motola11Smit Patel12Oana Paun13Marian Schoone14Emre Sezgin15Thomas Switzer16Animesh Tandon17Willem van den Brink18Srinivasan Vairavan19Benjamin Vandendriessche20Bernard Vrijens21Jennifer C. Goldsack22Digital Medicine SocietyRegeneron Pharmaceuticals IncDigital Medicine SocietyGenentechStel Life IncActiGraph LLCJohnson & Johnson Innovative MedicineExponent IncKoneksa HealthJohnson & Johnson Innovative MedicineDigital Medicine SocietySysnav HealthcareDigital Medicine SocietyAARDEX GroupNetherlands Organisation for Applied Scientific Research (TNO)Nationwide Children’s HospitalGenentechDepartment of Heart, Vascular, and Thoracic, Division of Cardiology and Cardiovascular Medicine, Children’s Institute, Cleveland Clinic Children’sNetherlands Organisation for Applied Scientific Research (TNO)Johnson & Johnson Innovative MedicineDigital Medicine SocietyAARDEX GroupDigital Medicine SocietyAbstract 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.https://doi.org/10.1038/s41746-024-01322-2 |
| spellingShingle | Jessie P. Bakker Roland Barge Jacob Centra Bryan Cobb Chas Cota Christine C. Guo Bert Hartog Nathalie Horowicz-Mehler Elena S. Izmailova Nikolay V. Manyakov Samantha McClenahan Stéphane Motola Smit Patel Oana Paun Marian Schoone Emre Sezgin Thomas Switzer Animesh Tandon Willem van den Brink Srinivasan Vairavan Benjamin Vandendriessche Bernard Vrijens Jennifer C. Goldsack V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies npj Digital Medicine |
| title | V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies |
| title_full | V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies |
| title_fullStr | V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies |
| title_full_unstemmed | V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies |
| title_short | V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies |
| title_sort | v3 extends the v3 framework to ensure user centricity and scalability of sensor based digital health technologies |
| url | https://doi.org/10.1038/s41746-024-01322-2 |
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