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Exploring Young Adults' Attitudes Toward AI-Driven mHealth Apps: Qualitative Study
Ali Aboueldahab1, Gabriele Damaschi1, Marco D'Addario1
1Department of Psychology, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo, 1, Milano, 20126, Italy, 39 02 6448 1.
JMIR Human Factors
|September 26, 2025
Summary
Young adults show mixed feelings about AI-driven mobile health apps, valuing usability and trust but worrying about privacy. Developers must address these concerns for effective adoption of these health management tools.
Area of Science:
- Digital Health
- Human-Computer Interaction
- Psychology
Background:
- Artificial intelligence (AI)-driven mobile health (mHealth) apps offer potential for health management.
- User perceptions and attitudes toward AI mHealth apps are not well understood.
- Understanding user psychology is vital for designing and implementing AI mHealth solutions effectively.
Purpose of the Study:
- Investigate young adults' attitudes toward AI-driven mHealth apps.
- Explore perceived benefits and concerns regarding future adoption of AI mHealth apps.
Main Methods:
- Qualitative focus group methodology.
- Fifteen young adults (12 men, 3 women; mean age 27) participated.
- Thematic analysis identified key engagement themes.
Main Results:
- Key themes: Usability (user-friendly, personalized), Innovation & Reliability (enthusiasm vs. skepticism), Affectivity & Interaction (mixed emotional impact), Perceived Risks (data privacy, human supervision).
- Participants exhibited ambivalent attitudes, with some open to adoption and others cautious.
- Factors influencing engagement include user experience, trust in AI, emotional considerations, and privacy concerns.
Conclusions:
- Prioritize usability, trust, emotional support, and privacy in AI mHealth app design.
- Address users' psychological needs and expectations for better engagement.
- Findings inform user-oriented mHealth solutions; further research on long-term use is recommended.
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