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Updated: Jul 3, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Training in motivational interviewing: a systematic review.
Michael B Madson1, Andrew C Loignon, Claire Lane
1Department of Psychology, University of Southern Mississippi, Hattiesburg, MS 39406-5025, USA. michael.madson@usm.edu
This review synthesizes research on motivational interviewing (MI) training, detailing populations, methods, and outcomes. It identifies gaps in understanding the eight stages of learning MI to guide future training research.
Area of Science:
- Behavioral Science
- Health Professions Education
- Psychology
Background:
- Motivational interviewing (MI) is an evidence-based counseling approach gaining widespread recognition.
- Increasing interest in MI necessitates robust training programs for healthcare professionals.
- Research on the MI training process is growing, prompting a need for synthesis.
Purpose of the Study:
- To systematically review published research on motivational interviewing training.
- To consolidate information on populations, methods, and outcomes of MI training.
- To identify which stages of MI learning are addressed in existing research.
Main Methods:
- Systematic literature review of MI training studies.
- Analysis of training populations, methodologies, and reported outcomes.
- Mapping studies to the eight stages of learning MI (Miller & Moyers, 2006).
Main Results:
- Identified diverse populations receiving MI training.
- Cataloged various training methods and outcome measures used.
- Highlighted that specific stages of MI learning are less frequently addressed in research.
Conclusions:
- Existing MI training research provides a foundation but has gaps.
- Further research is needed to fully understand and optimize the MI training process across all learning stages.
- Recommendations are provided to advance the scientific study of MI training.
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