A thematic analysis of users’ experience of an AI-enabled mental health intervention for generalised anxiety symptoms
Anxiety disorders are highly prevalent, yet access to effective psychological treatments remains limited. Artificial intelligence (AI)-enabled mental health applications offer a scalable and accessible means to bridge treatment gaps. This study qualitatively explored the experiences of adults with anxiety symptoms using PATH, an AI-enabled mental health intervention. Participants (N = 100) with moderate-to-severe anxiety were recruited via Prolific and engaged with PATH before providing feedback. A total of 67 participants completed the qualitative questions at the 2-week timepoint, and 51 participants completed a further questionnaire at the 8-week timepoint. Participants had a mean age of 39.84 (SD = 11.19). Most were born in the UK (89.6%), and reported their ethnicity as White (92.5%), Asian (3.0%), mixed (3.0%) and Black (1.5%). Many worked full-time (53.7%) or part-time (20.9%), and a minority (14.9%) were students. Data were analysed using Qualitative Descriptive Analysis. Four overarching themes emerged: (1) Key Reasons for Use; (2) Usability and Functionality; (3) Preferred In-App Interventions; and (4) Facilitators and Barriers to Sustained Engagement. Findings underscore the value of empathetic, personalised and readily available AI-enabled interventions for anxiety management, while also highlighting design challenges requiring refinement.
Authors
- Lee Kannis‐Dymand (ORCID: https://orcid.org/0000-0002-1882-6121)
- Nikolay Babakov (ORCID: https://orcid.org/0000-0002-2568-6702)
- Cindy Davis (ORCID: https://orcid.org/0000-0003-4302-0733)
- Geoff P. Lovell (ORCID: https://orcid.org/0000-0002-1432-9873)
- Francine C. Jellesma (ORCID: https://orcid.org/0000-0001-9501-1789)
- Zalia Powell (ORCID: https://orcid.org/0000-0001-7998-7298)
- Juan Ramos‐Cejudo (ORCID: https://orcid.org/0000-0002-7518-8314)
- Andrew Allen (ORCID: https://orcid.org/0000-0001-7873-4264)
- Luke Balcombe (ORCID: https://orcid.org/0000-0002-6761-3659)
- Evgeniia Ivanova
- Anton Vorobev
- Ani Gisnarian
- V Stavropoulos
- José M. Salguero
Institutions
- Griffith University (AU)
- University of the Sunshine Coast (AU)
- National and Kapodistrian University of Athens (GR)
- Toray (United States) (US)
- MIT University (MK)
- Camilo José Cela University (ES)
- University of Worcester (GB)
- Universidad de Málaga (ES)
- RMIT University (AU)
Publication Details
- Journal
- Behaviour and Information Technology
- Published
- 2026-07-23
- DOI
- https://doi.org/10.1080/0144929x.2026.2706675
- Primary Topic
- Digital Mental Health Interventions
- Type
- article
- Field-Weighted Citation Impact
- 0.00