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Updated: May 5, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Lessons Learned: Why Motivational Interviewing Should Be Adapted to Socio-Cultural Contexts
Christine Kirby1, Julie A Baldwin1,2, Kristan Elwell2
1Center for Community Health and Engaged Research, Northern Arizona University, Flagstaff, AZ 86011, USA.
Background:
The literature shows inconclusive results from utilizing motivational interviewing (MI) in indigenous populations to address early childhood caries (ECC). Great Beginnings for Healthy Native Smiles (GBHNS) (NIDCR U01DE028508), a community focused oral health (OH) intervention, was utilized alongside adapted MI techniques to promote OH care and education at home.
Methods:
The intervention was conducted by local Community Health Representatives (CHRs) from the two partnered indigenous communities. Reflecting on the years-long MI training and CHRs' concerns, GBHNS conducted post-intervention semi-structured interviews with all MI staff regarding their experiences with MI. This paper uses participant observation, semi-structured interviewing, and inductive and deductive qualitative coding and analysis.
Results:
Thematic analysis was used to explore lessons learned and future research recommendations for interventions considering the use of MI. Generally considered a person-centered approach, MI reinforces Western psychological frameworks and practices which may disrupt local communicative practices and values.
Conclusions:
Specifically, interdisciplinary pre-intervention community assessments are recommended to ensure acceptability, relevance and appropriateness through attention to local communicative practices.
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