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Updated: Jul 12, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Jennifer Hettema1, Julie Steele, William R Miller
1Department of Psychology, University of New Mexico, Albuquerque, New Mexico 87131-1161, USA. jhettema@unm.edu
Motivational interviewing (MI) is a client-centered therapy that helps people resolve ambivalence to change. A meta-analysis shows MI has a significant short-term effect, with larger impacts on ethnic minorities.
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