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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Action reflections: a client-centered technique to bridge the WHY-HOW transition in Motivational Interviewing
Ken Resnicow1, Fiona McMaster, Stephen Rollnick
1University of Michigan, School of Public Health, 109 Observatory Street, Room 3867 SPH I, Ann Arbor, MI 48109-2029, USA. kresnic@umich.edu
Practitioners can use "action reflections" to smoothly transition from discussing motivation to planning actions in Motivational Interviewing (MI). This client-centered approach maintains autonomy support throughout the counseling process.
Area of Science:
- Behavioral Science
- Clinical Psychology
- Health Psychology
Background:
- Motivational Interviewing (MI) practitioners often struggle to transition from motivation-building (WHY) to action planning (HOW) while maintaining a client-centered style.
- There's a misconception that MI's motivational skills differ from those needed for action planning.
- Client-centered, autonomy-supportive strategies can be used for goal setting, action planning, and relapse prevention within MI.
Purpose of the Study:
- To introduce a novel reflective technique called "action reflections" (AR).
- To provide a method for bridging the gap between the 'WHY' and 'HOW' phases of MI counseling.
- To help clinicians maintain an MI-consistent, autonomy-supportive style during action planning.
Main Methods:
- The article introduces "action reflections" (AR) as a new class of reflection.
- ARs focus on the HOW, WHEN, or WHERE of change, differing from reflections on change talk, feelings, or resistance.
- ARs incorporate potential concrete steps mentioned by the client, guiding the conversation toward action.
Main Results:
- Action reflections (ARs) facilitate a client-centered transition to the action phase of MI.
- ARs enable clinicians to guide, rather than direct, clients during action planning.
- This technique helps maintain the spirit of MI throughout the counseling process.
Conclusions:
- This article details various types of action reflections (ARs).
- Examples are provided to aid clinicians in integrating ARs into behavior change counseling.
- ARs offer a practical tool for enhancing MI practice during the action planning phase.
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