Evaluating the Acceptability and Utility of a Personalized Wellness App (Aspire2B) Using AI-Enabled Digital Biomarkers: Engagement Enhancement Pilot Study
These findings highlight strong initial engagement with Aspire2B, followed by significant sustained user engagement over a 4-week period. Furthermore, users indicated high levels of credibility and willingness to use face scan technology for wellness insights. These findings collectively demonstrate the capability of a personalized wellness app using AI-enabled digital biomarkers and evidence-supported behavior change techniques to yield positive user perception and provide long-term engagement.
Authors
- Corey T. Ungaro (ORCID: https://orcid.org/0000-0001-7960-4613)
- Shellen Goltz
- Pamela Barrios (ORCID: https://orcid.org/0000-0002-5420-2033)
- Yulia Berezhnaya (ORCID: https://orcid.org/0000-0001-9519-0510)
- Calissa J. Leslie‐Miller (ORCID: https://orcid.org/0000-0003-2523-3911)
- Christopher C. Cushing (ORCID: https://orcid.org/0000-0001-8452-8096)
- Tristin D. Brisbois
- Teena Badshah (ORCID: https://orcid.org/0000-0003-2828-1951)
- Shankang Qu (ORCID: https://orcid.org/0009-0006-0109-6149)
Institutions
- PepsiCo (United Kingdom) (GB)
- University of Kansas (US)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-05-14
- DOI
- https://doi.org/10.2196/63471
- Primary Topic
- Mobile Health and mHealth Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00