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Updated: May 29, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Commitment strength in motivational interviewing and movement in exercise stage of change in women
Cynthia K Perry1, Susan W Butterworth
1Department of Family and Child Nursing, University of Washington, Seattle, Washington 90103, USA. perryc@u.washington.edu
Purpose:
Motivational interviewing (MI) increasingly is used in behavior change counseling. We explored whether commitment verbalized in an initial MI session predicted subsequent physical activity behavior.
Data Sources:
As part of a 12-week walking program targeted at rural women, an initial MI session was held that was audio-recorded. We measured commitment strength during this MI session, stage of change (SOC) pre- and postintervention, and minutes of physical activity performed during the 12-week intervention for the 20 women in the intervention.
Conclusions:
Commitment strength was significantly correlated with SOC, and SOC was significantly correlated with physical activity behavior. However, commitment strength did not predict physical activity. Further research is needed to determine if commitment strength predicts subsequent physical activity.
Implications For Practice:
Understanding the role of the strength of a commitment statement made during an initial MI session could assist the APN in directing follow-up MI sessions. This information could be useful in improving the cost effectiveness and efficiency of conducting MI.
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