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This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (4904) Web-based and Mobile Health Interventions (5711) Development and Evaluation of Research Methods, Instruments and Tools (1248) Chatbots and Conversational Agents (1130) Artificial Intelligence (4526) Applications of AI (841)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/94036, first published .
Woman uses a smartphone app with AI chatbot "Aimi" discussing weight and body confidence.

Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study

Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study

Authors of this article:

Akshaye Shenoi1, 2 Author Orcid Image ;   Tianze Li1 Author Orcid Image ;   Ahmad Ishqi Jabir1 Author Orcid Image ;   Amanda Pitkethly3 Author Orcid Image ;   Elgar Fleisch2, 4 Author Orcid Image ;   Tobias Kowatsch1, 2, 5, 6 Author Orcid Image ;   Jacqueline Louise Mair1, 2 Author Orcid Image
Article Authors Cited by Tweetations (1) Metrics

Akshaye Shenoi   1, 2 , MSc ;   Tianze Li   1 , BSc ;   Ahmad Ishqi Jabir   1 , MSc ;   Amanda Pitkethly   3 , PhD ;   Elgar Fleisch   2, 4 , Prof Dr ;   Tobias Kowatsch   1, 2, 5, 6 , Prof Dr ;   Jacqueline Louise Mair   1, 2 , PhD

1 Future Health Technologies Programme, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore

2 Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland

3 School of Applied Sciences, Edinburgh Napier University, Edinburgh, Scotland, United Kingdom

4 Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland

5 Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland

6 School of Medicine, University of St. Gallen, St. Gallen, Switzerland

Corresponding Author:

  • Jacqueline Louise Mair, PhD
  • Future Health Technologies Programme
  • Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE)
  • 1 Create Way
  • Singapore
  • Phone: +65 6684 2900
  • Email: Jacqueline.mair@sec.ethz.ch