Related Experiment Video
Updated: Mar 22, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Introduction of a Motivational Interviewing Curriculum for Family Medicine Residents
1Department of Family and Community Medicine, University of Toronto.
Background And Objectives:
The literature has shown that Motivational Interviewing (MI) education can be successfully implemented within the residency education environment; however, little research has described how to implement such a curriculum. We propose that residents' MI skills and confidence will increase following participation in an MI curriculum.
Methods:
Thirty family medicine residents were invited to participate in an 8-hour MI curriculum. Residents completed pre- and post-course confidence questionnaires and the Helpful Responses Questionnaire (HRQ). Wilcoxin Rank Test was used to assess rank differences between pre- and post-course self-confidence ratings, and paired t tests were used to assess effect sizes of the curriculum on HRQ responses. Study outcomes included residents' self-perceived confidence in using MI skills and MI skill performance measured by HRQ scores.
Results:
Residents demonstrated an increase in confidence ratings after the course (n=21, mean before course: 4.19, 2.1 SD; mean after course: 6.71, SD 1.1). Both reviewers found an improvement in HRQ scores after course completion (Reviewer 1: Mean difference=6.05, 95% CI=2.83--8.26, Reviewer 2: Mean difference 4.19, 95% CI=2.19--6.19).
Conclusions:
There was a statistically significant increase in residents' self-confidence ratings, as well as an improvement in MI skills post-intervention, as evidenced by a statistically significant improvement in MI-consistent HRQ scores.
Related Concept Videos
Motivational Bias
Motivational Cycle
The cycle begins with a need. This need can arise from various conditions, such as hunger, thirst, or temperature changes. For instance, when an individual feels cold, their body...
Patient-centered Care
Nursing Process for Patient and Caregiver Teaching II: Planning and Implementation
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...

