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Related Experiment Video

Updated: Jun 13, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
07:14

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models

Published on: December 23, 2025

Automating individualized coaching and authentic role-play practice for brief intervention training.

B Hayes-Roth1, R Saker, K Amano

  • 1Lifelike Solutions Inc., 54 Marianna Lane, Atherton, CA 94027, USA. bhr@lifelikesolutions.com

Methods of Information in Medicine
|April 21, 2010
PubMed
Summary
This summary is machine-generated.

STAR Workshop, a web-based training, significantly improved clinicians' ability to deliver brief interventions for alcohol abuse compared to other methods. This accessible training enhances clinical interviewing skills effectively.

Related Experiment Videos

Last Updated: Jun 13, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
07:14

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models

Published on: December 23, 2025

Area of Science:

  • Medical Education
  • Behavioral Science
  • Public Health

Background:

  • Brief intervention is effective for alcohol abuse but requires accessible clinician training.
  • Current training methods may lack cost-effectiveness and scalability.

Purpose of the Study:

  • To evaluate STAR Workshop, a web-based system, for training the Engage for Change (E4C) brief intervention protocol.
  • To compare STAR Workshop's efficacy against a web-based e-book and a no-treatment control group.

Main Methods:

  • Medical and nursing students were assigned to STAR Workshop, e-book, or control conditions.
  • Skill performance was assessed using written probes pre-training, post-training, and post-delay (2 weeks).
  • Live phone interviews with a standardized patient were conducted post-delay to evaluate practical application.

Main Results:

  • STAR Workshop participants demonstrated significantly better performance on skill probes than both other groups.
  • Improvement from pre-training to post-training and post-delay probes was significantly greater for STAR Workshop users.
  • STAR Workshop participants achieved significantly higher scores in post-delay standardized patient interviews.

Conclusions:

  • STAR Workshop provides an accessible and cost-effective method for training clinicians in the E4C protocol for alcohol abuse brief intervention.
  • The system shows potential for training other clinical interviewing protocols, improving healthcare delivery.