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

Development and Evaluation of Research Methods, Instruments and Tools (1230) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3021) Behavior Change (1042) Formative Evaluation of Digital Health Interventions (4856) Chatbots and Conversational Agents (1118) Generative Language Models Including ChatGPT (1375)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89077, first published .
Woman checks fitness app on phone as man runs on park path.

Fine-Tuning Large Language Models for Motivational Interviewing in Health Behavior Change: Development and Evaluation Study

Fine-Tuning Large Language Models for Motivational Interviewing in Health Behavior Change: Development and Evaluation Study

Authors of this article:

Runze Hu1 Author Orcid Image ;   Yang Yang1 Author Orcid Image ;   Yihang Yang1 Author Orcid Image ;   Jingqi Kong1 Author Orcid Image ;   Jiahui Luo1 Author Orcid Image ;   Wenyu Yang2 Author Orcid Image ;   Jing Chen1 Author Orcid Image ;   Jingyao Liu1 Author Orcid Image ;   Huiqun Zeng1 Author Orcid Image ;   Lei Zhang3 Author Orcid Image ;   Zheng Liu1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Runze Hu   1 ;   Yang Yang   1 ;   Yihang Yang   1 ;   Jingqi Kong   1 ;   Jiahui Luo   1 ;   Wenyu Yang   2 ;   Jing Chen   1 ;   Jingyao Liu   1 ;   Huiqun Zeng   1 ;   Lei Zhang   3 ;   Zheng Liu   1

1 Department of Maternal and Child Health, School of Public Health, Peking University, Beijing, China

2 Peking University China Center for Health Development Studies, School of Public Health, Peking University, Beijing, China

3 Taomi AI4Health Lab, Beijing, China

Corresponding Author:

  • Zheng Liu
  • Department of Maternal and Child Health
  • School of Public Health, Peking University
  • No. 38 Xueyuan Road, Haidian District
  • Beijing 100191
  • China
  • Phone: 86 010-82801222
  • Email: liuzheng@bjmu.edu.cn