Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study

mipapertier 3link ok

Open source

Add to shortlist

ID

4dd71a858a4c4182

Source org

PubMed Central

Author

—

Published

—

OA status

—

DOI

10.2196/94036

PMID

—

PMCID

PMC13346738

Citations

—

Tags

• change_talk (mi_process)
• mi (modality)

Verification

Automated checks only — not clinical endorsement or advice.

• identity: ok via crossref · score 1 · checked_at unknown
• legitimacy: keep via unknown · score 0.95 · checked_at unknown
• link: ok via http-check · 2026-07-28T03:58:44.050956+00:00

Cite this entry

@article{allodium:4dd71a858a4c4182,
  title = {Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study},
  journal = {PubMed Central},
  doi = {10.2196/94036},
  url = {https://doi.org/10.2196/94036}
}

TY  - JOUR
TI  - Structured Large Language Model Workflows for Motivational Interviewing in Health Behavior Change: Proof-of-Concept Study
PB  - PubMed Central
DO  - 10.2196/94036
UR  - https://doi.org/10.2196/94036
ER  - 

Related entries

• A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework actlink ok
• Natural language processing of patient in-session speech to predict brief motivational interviewing alcohol intervention response: an exploratory study milink ok
• Motivational interviewing‐based health coaching as a chronic care intervention milink ok
• Experiences of a Motivational Interview Delivered by a Robot: Qualitative Study milink ok
• AI Chatbots for Mental Health Self-Management: Lived Experience–Centered Qualitative Study cbtlink ok
• Feasibility and user evaluation of HopeBot: An LLM-powered conversational chatbot for depression screening cbtlink ok
• Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study milink ok
• Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT) cbtlink ok
• The language of motivational interviewing and feedback: Counselor language, client language, and client drinking outcomes. milink ok
• Integrative Health Coaching and Motivational Interviewing: Synergistic Approaches to Behavior Change in Healthcare milink inconclusive