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Updated: Apr 12, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
How to Measure Motivational Interviewing Fidelity in Randomized Controlled Trials: Practical Recommendations
Judith G M Jelsma1, Vera-Christina Mertens2, Lisa Forsberg3
1Department of Public and Occupational Health, EMGO(+) Institute for Health and Care Research, VU University Medical Center Amsterdam, The Netherlands.
Abstract:
Many randomized controlled trials in which motivational interviewing (MI) is a key intervention make no provision for the assessment of treatment fidelity. This methodological shortcoming makes it impossible to distinguish between high- and low-quality MI interventions, and, consequently, to know whether MI provision has contributed to any intervention effects. This article makes some practical recommendations for the collection, selection, coding and reporting of MI fidelity data, as measured using the Motivational Interviewing Treatment Integrity Code. We hope that researchers will consider these recommendations and include MI fidelity measures in future studies.
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