ArticleJMIR research protocols2019
Integrating Taxonomies Into Theory-Based Digital Health Interventions for Behavior Change: A Holistic Framework.
Article in JMIR research protocols, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A New Taxonomy for Technology-Enabled Diabetes Self-Management Interventions: Results of an Umbrella Review.Journal of diabetes science and technology · 2022Pooled it
- Digital Interventions on Healthy Lifestyle Management: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Consumer and Health Care Professional Perspectives on a Digital Platform to Support Preventive Antenatal Care: Qualitative Descriptive Study.JMIR formative research · 2026Article
- Nature's blueprint for sugar metabolism: translating bee and ant strategies into human diabetes therapies.Diabetology & metabolic syndrome · 2025Review
- Progressing implementation of behavior change frameworks for digital health interventions: challenges and ways forward.Translational behavioral medicine · 2025Article
- Novel behaviour change frameworks for digital health interventions: A critical review.Journal of health psychology · 2023Review
- Planting Seeds for the Future: Scoping Review of Child Health Promotion Apps for Parents.JMIR mHealth and uHealth · 2023Article
- Exploring the Use of the Behavior Change Technique Taxonomy and the Persuasive System Design Model in Defining Parent-Focused eHealth Interventions: Scoping Review.Journal of medical Internet research · 2023Article
- A Scoping Review and a Taxonomy to Assess the Impact of Mobile Apps on Cancer Care Management.Cancers · 2023Article
- Article
- Digital Companion Choice to Support Teachers' Stress Self-management: Systematic Approach Through Taxonomy Creation.JMIR formative research · 2022Article
- Early Development of a Virtual Coach for Healthy Coping Interventions in Type 2 Diabetes Mellitus: Validation Study.JMIR formative research · 2022Article
- Informing Content and Feature Design of a Parent-Focused Human Papillomavirus Vaccination Digital Behavior Change Intervention: Synchronous Text-Based Focus Group Study.JMIR formative research · 2021Article
- Technology-Based Interventions for Cancer Caregivers: Concept Analysis.JMIR cancer · 2021Article
- Detecting and Treating Psychosocial and Lifestyle-Related Difficulties in Chronic Disease: Development and Treatment Protocol of the E-GOAL eHealth Care Pathway.International journal of environmental research and public health · 2021Article
- A Smartphone App to Support Sedentary Behavior Change by Visualizing Personal Mobility Patterns and Action Planning (SedVis): Development and Pilot Study.JMIR formative research · 2021Article
- Unraveling Mobile Health Exercise Interventions for Adults: Scoping Review on the Implementations and Designs of Persuasive Strategies.JMIR mHealth and uHealth · 2021Article
- A Focus Group Study Among Inactive Adults Regarding the Perceptions of a Theory-Based Physical Activity App.Frontiers in public health · 2021Article
- Using Intervention Mapping to Develop a Digital Self-Management Program for People With Type 2 Diabetes: Tutorial on MyDESMOND.Journal of medical Internet research · 2020Article
- The Design and Development of a Personalized Leisure Time Physical Activity Application Based on Behavior Change Theories, End-User Perceptions, and Principles From Empirical Data Mining.Frontiers in public health · 2020Article
Corrections and comments
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Authors and funding
4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Digital health interventions (DHIs) have been emerging in the last decade. Due to their interdisciplinary nature, DHIs are guided and influenced by theories (eg, behavioral theories, behavior change technologies, and persuasive technology) from different research communities. However, DHIs are always coded using various taxonomies and reported in insufficient perspectives. This inconsistency and incomprehensiveness will cause difficulty in conducting systematic reviews and sharing contributions among communities. Therefore, based on existing related work, we propose a holistic framework that embeds behavioral theories, behavior change technique taxonomy, and persuasive system design principles. Including four development steps, two toolboxes, and one workflow, our framework aims to guide DHI developers to design, evaluate, and report their work in a formative and comprehensive way.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.