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Updated: Apr 15, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Talking with consumers about energy reductions: recommendations from a motivational interviewing perspective
Florian E Klonek1, Simone Kauffeld1
1Department of Industrial/Organizational and Social Psychology, Technische Universität Braunschweig Braunschweig, Germany.
Organizations can reduce energy costs by addressing resistance to change. Motivational Interviewing (MI) offers a way to overcome "sustain talk" and encourage energy-saving behaviors through improved interactions.
Area of Science:
- Organizational behavior
- Behavioral economics
- Psycholinguistics
Background:
- Reducing energy costs is a key organizational challenge.
- Consumer resistance to behavior change often hinders energy-saving initiatives.
- Understanding the verbal arguments against change, termed 'sustain talk,' is crucial.
Purpose of the Study:
- To explore the application of Motivational Interviewing (MI) in organizational energy-saving contexts.
- To investigate how MI training for energy managers can improve interactions.
- To analyze socio-interactional mechanisms influencing energy-related decisions and behaviors.
Main Methods:
- Review of energy-saving studies focusing on behavioral resistance.
- Conceptual transfer of Motivational Interviewing (MI) principles to energy management.
- Development of case scenarios (video vignettes) illustrating energy-relevant interactions.
- Graphical representation of consumer verbal responses using a readiness versus resistance index (R-index).
Main Results:
- Sustain talk is identified as a significant barrier to energy-saving behavior.
- Motivational Interviewing (MI) shows potential for facilitating behavior change in this context.
- The R-index effectively illustrates interactional dynamics between readiness and resistance.
- Energy manager qualification in MI may positively impact interactional outcomes.
Conclusions:
- An innovative socio-interaction approach, integrating MI, can facilitate energy-efficient behavior in organizations.
- Addressing resistance through targeted communication strategies is vital for energy cost reduction.
- Combining theoretical and empirical perspectives offers a novel approach to promoting sustainable organizational practices.
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