A 25-Year Scoping Review of Integrated Theoretical Frameworks in Digital IT-Based Behavior Change Tools

Digital behavior change tools increasingly integrate constructs from multiple theoretical traditions, yet there is limited cross-domain understanding of how these frameworks are combined and which outcomes they are used to explain. This scoping review therefore aimed to map integrated theoretical frameworks used in digital IT-based behavior change tools from 1999 to 2025, focusing on theory combinations, outcome types, intervention contexts, and research gaps. Following PRISMA-ScR and a registered protocol (PROSPERO CRD42022285741), searches across six databases identified 62 eligible studies. Twenty-nine theories and models were identified, with Self-Determination Theory (35%) and the Theory of Planned Behavior (29%) being the most prevalent. Behavior-change-oriented frameworks were more commonly associated with target behavioral outcomes, whereas technology-adoption-oriented frameworks primarily explained intention, acceptance, continuance, and technology use. Health and fitness interventions dominated the evidence base (44%), followed by online learning (23%) and mobile commerce (11%). Long-term follow-up and explicit theory-to-behavior-change-technique mapping remained limited. Overall, the review provides a 25-year cross-domain synthesis of theoretical integration in digital behavior change tools and highlights the need for clearer theory–intervention alignment, longer-term evaluation, and broader application across underrepresented digital contexts.

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Publication Details

Journal
Systems
Published
2026-09-04
DOI
https://doi.org/10.3390/systems14091098
Primary Topic
Behavioral Health and Interventions
Type
article
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article

A 25-Year Scoping Review of Integrated Theoretical Frameworks in Digital IT-Based Behavior Change Tools

Gamal Alkawsi, Abdulsalam Salihu Mustafa, Luiz Fernando Capretz, Halimah Badioze Zaman et al.
Systems
Behavioral Health and Interventions
article

A 25-Year Scoping Review of Integrated Theoretical Frameworks in Digital IT-Based Behavior Change Tools

Gamal Alkawsi, Abdulsalam Salihu Mustafa, Luiz Fernando Capretz, Halimah Badioze Zaman, Abdulnaser A. Hagar
article en

Abstract

Digital behavior change tools increasingly integrate constructs from multiple theoretical traditions, yet there is limited cross-domain understanding of how these frameworks are combined and which outcomes they are used to explain. This scoping review therefore aimed to map integrated theoretical frameworks used in digital IT-based behavior change tools from 1999 to 2025, focusing on theory combinations, outcome types, intervention contexts, and research gaps. Following PRISMA-ScR and a registered protocol (PROSPERO CRD42022285741), searches across six databases identified 62 eligible studies. Twenty-nine theories and models were identified, with Self-Determination Theory (35%) and the Theory of Planned Behavior (29%) being the most prevalent. Behavior-change-oriented frameworks were more commonly associated with target behavioral outcomes, whereas technology-adoption-oriented frameworks primarily explained intention, acceptance, continuance, and technology use. Health and fitness interventions dominated the evidence base (44%), followed by online learning (23%) and mobile commerce (11%). Long-term follow-up and explicit theory-to-behavior-change-technique mapping remained limited. Overall, the review provides a 25-year cross-domain synthesis of theoretical integration in digital behavior change tools and highlights the need for clearer theory–intervention alignment, longer-term evaluation, and broader application across underrepresented digital contexts.

SystemsVol. 14(9)
Western University (CA), INTI International University (MY), National Assembly (KR), Universiti Tenaga Nasional (MY)
Partnerships for the goals
Openalex Percentile: Top 9%
Behavioral Health and Interventions
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