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Characteristics of digital twins to visualize, monitor and predict outcomes on participation in meaningful activities
Umeå University, Faculty of Science and Technology, Department of Computing Science.ORCID iD: 0000-0003-1290-9441
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Department of Health, Education and Technology, Luleå University of Technology, Luleå, Sweden.
Umeå University, Faculty of Social Sciences, Department of Psychology.
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2026 (English)In: Frontiers in Psychiatry, E-ISSN 1664-0640, Vol. 16, article id 1694966Article in journal (Refereed) Published
Abstract [en]

Introduction: This study aimed to explore the perspectives of occupational therapists and individuals with lived experience of mental health challenges regarding which aspects of participation in meaningful activities should be represented in digital twins, and how these aspects should be visualized.

Methods: We conducted a qualitative descriptive study involving 14 semi-structured interviews with occupational therapists and individuals with lived experience of mental health challenges. Interviews were transcribed verbatim and analyzed using inductive content analysis.

Results: Participants identified four main aspects to visualize in digital twins focusing on participation in meaningful activities: 1) the degree of being present and in-the-moment, 2) related or resulting experiences of being present and in-the-moment (including relaxation and calmness; fulfillment, purpose, joy, and playfulness; feeling vitalized; connection with oneself, others, and the world), 3) the energy needed and the energy gained from participation, and 4) the influence of the context. In addition, results revealed two main approaches for how these aspects should be visualized: 1) symbols and charts to visualize the now-situation, and 2) graphs for visualization over time.

Discussion and conclusion: Results identified four aspects of a participation in meaningful activities to be represented in digital twins. Those align with, and extend, existing literature on participation and recovery experiences. For the visualization of those aspects in digital twins, participants emphasized the importance of integrating both immediate feedback and longitudinal tracking of participation experiences.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2026. Vol. 16, article id 1694966
Keywords [en]
activity performance, engagement, exhaustion, mental health, occupational therapy, recovery experiences, stress, technology
National Category
Occupational Therapy Psychiatry
Identifiers
URN: urn:nbn:se:umu:diva-250852DOI: 10.3389/fpsyt.2025.1694966ISI: 001686241900001PubMedID: 41684525Scopus ID: 2-s2.0-105029969385OAI: oai:DiVA.org:umu-250852DiVA, id: diva2:2045002
Funder
Marianne and Marcus Wallenberg Foundation, MMW 2019.0220The Kempe Foundations, JCSMK22-0158Wallenberg AI, Autonomous Systems and Software Program – Humanity and Society (WASP-HS)Available from: 2026-03-11 Created: 2026-03-11 Last updated: 2026-03-11Bibliographically approved

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Kaelin, Vera C.Kilic, KaanWennberg, PatrikLindgren, Helena

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