Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study.
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| Title: | Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study. |
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| Authors: | Shenoi A; Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602, Singapore, +65 6684 2900.; Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland., Li T; Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602, Singapore, +65 6684 2900., Jabir AI; Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602, Singapore, +65 6684 2900., Pitkethly A; School of Applied Sciences, Edinburgh Napier University, Edinburgh, Scotland, United Kingdom., Fleisch E; Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland.; Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland., Kowatsch T; Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602, Singapore, +65 6684 2900.; Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland.; Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland.; School of Medicine, University of St. Gallen, St. Gallen, Switzerland., Mair JL; Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602, Singapore, +65 6684 2900.; Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland. |
| Source: | JMIR formative research [JMIR Form Res] 2026 Jul 06; Vol. 10, pp. e94036. Date of Electronic Publication: 2026 Jul 06. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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