Multidomain Behavioral Change Digital Coaching for Chronic Disease Management in Patients With Type 2 Diabetes: Framework Development and Preliminary Evaluation
Our study of this multiagent system, which was tested through simulated patient behavior and preliminary, limited behavior observations of patients with type 2 diabetes, promises improved health outcomes using personalized digital coaching strategies. Future directions include optimizing the multiagent selection process; further exploring the type 2 diabetes program; conducting an in-depth evaluation of its results, including glycated hemoglobin measurements; and expanding its applications to other chronic conditions.
Authors
- Αlexandra Bargiota (ORCID: https://orcid.org/0000-0003-2694-5929)
- Panagiotis Stafylas (ORCID: https://orcid.org/0000-0001-8550-5451)
- Konstantina Kostopoulou
- Aristodemos Pnevmatikakis (ORCID: https://orcid.org/0000-0002-9623-6354)
- Sofoklis Kyriazakos (ORCID: https://orcid.org/0000-0002-8841-6558)
- Danae Lekka (ORCID: https://orcid.org/0009-0005-7789-2662)
- Nelina Angelova (ORCID: https://orcid.org/0000-0002-3656-8074)
- Stefanos Tamouridis
Institutions
- Sprint (United States) (US)
- University of Thessaly (GR)
- European Regions Research and Innovation Network (BE)
- Hospital Venereal and Skin Diseases Thessaloniki (GR)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-05-22
- DOI
- https://doi.org/10.2196/73807
- Primary Topic
- Digital Mental Health Interventions
- Type
- article
- Field-Weighted Citation Impact
- 0.00