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Participatory design and evaluation of digital coaching for improving health—the star multicomponent lifestyle intervention
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0002-8430-4241
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2025 (English)In: Frontiers in Digital Health, E-ISSN 2673-253X, Vol. 7, article id 1600535Article in journal (Refereed) Published
Abstract [en]

Introduction: There are particular challenges when designing and developing a digital coaching application aimed at providing person-tailored support for lifestyle changes in multiple domains to promote health. This study explored how a participatory design process addresses challenges that materialised in a multicomponent lifestyle intervention, providing an understanding of the onboarding experience and early user engagement.

Method: A participatory design methodology was applied involving a multidisciplinary team of 12 domain experts and different groups of end users in design cycles, model construction, prototyping, and evaluation. The process followed a design methodology for argument-based health information systems and a framework for layered interactive adaptive systems to engage domain experts in the development of aspects relating to the interactivity of the system. A qualitative user study was conducted with eight participants, five regular users and three nurses, focussing on the onboarding phase.

Results: Contributions of this article are (i) the StarCoach, the person-tailored health-promotion intervention for multiple health behaviours supporting short and long-term goals; (ii) a framework for studying multicomponent lifestyle interventions with multiple behaviour change techniques (BCTs); and (iii) qualitative results regarding usage, adherence to, and perceived effects of the intervention with a focus on the initial phase of using the application. The five regular participants reported increased health-promoting activities during the onboarding phase and were using already habituated activities to establish a routine to use the intervention.

Conclusion: The participatory design led to StarCoach embedding clusters of BCTs, which build a framework for research on multicomponent lifestyle interventions. Whether using already habituated activities to establish a routine to use the intervention could be a strategy to increase adherence and engagement in the onboarding phase and beyond will be a focus in future studies. The participants also showed increased engagement in their chosen lifestyle-change activities during the study period. The findings will be followed up in future studies to evaluate the effects on behaviour over a longer period of time.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2025. Vol. 7, article id 1600535
Keywords [en]
behaviour change, behaviour change techniques, cardiovascular disease, computational argumentation, human–AI interaction, mHealth, participatory design, personalisation
National Category
Epidemiology Public Health, Global Health and Social Medicine Human Computer Interaction
Identifiers
URN: urn:nbn:se:umu:diva-241743DOI: 10.3389/fdgth.2025.1600535ISI: 001509871000001PubMedID: 40529606Scopus ID: 2-s2.0-105008240479OAI: oai:DiVA.org:umu-241743DiVA, id: diva2:1979912
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2018-01461Marianne and Marcus Wallenberg Foundation, MMW 2019.0220Wallenberg AI, Autonomous Systems and Software Program – Humanity and Society (WASP-HS)Available from: 2025-07-01 Created: 2025-07-01 Last updated: 2025-07-01Bibliographically approved

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Lindgren, HelenaKilic, Kaan

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Output format
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