Exploring the Dynamics of Dietary Self-Monitoring Adherence Among Participants in a Digital Behavioral Weight Loss Program: Model Development Study
This study highlights the potential of ACT-R modeling for dynamic analysis of self-monitoring behaviors in digital interventions. The findings indicate that tailored feedback combined with intensive support may significantly improve adherence. Future studies should (1) extend the intervention duration to explore sustained adherence mechanisms, (2) integrate social cognitive factors to capture behavioral compliance insights, and (3) adapt dynamic models to inform just-in-time adaptive interventions for broader applications.
Authors
- Ning Deng (ORCID: https://orcid.org/0000-0002-6573-1061)
- Hui Lin (ORCID: https://orcid.org/0000-0001-7872-9924)
- Yu Zhang (ORCID: https://orcid.org/0000-0001-8456-7335)
- Zhiheng Zhou (ORCID: https://orcid.org/0000-0003-2325-7338)
- Min Yang (ORCID: https://orcid.org/0000-0001-9487-6828)
Institutions
- Shenzhen Sixth People's Hospital (CN)
- ShenZhen People’s Hospital (CN)
- Southern Medical University Shenzhen Hospital (CN)
- Second Affiliated Hospital of Zhejiang University (CN)
- Southern Medical University (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2025-04-25
- DOI
- https://doi.org/10.2196/65431
- Primary Topic
- Behavioral Health and Interventions
- Type
- article
- Field-Weighted Citation Impact
- 0.00