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LLM-Driven Daily Conversation for Cognitive Health in Older Adults
Sponsor: Taipei Medical University Shuang Ho Hospital
Summary
This study will develop and test a daily conversation platform that uses a large language model, a type of artificial intelligence, to support cognitive health in older adults at high risk of dementia. The platform will guide participants through voice-based conversations about topics that interest them. The conversations are designed to engage memory, attention, language, planning and problem-solving, and the ability to understand social situations. The platform will also analyze conversation data and create a report describing the participant's cognitive performance. The study has two stages. In the first stage, 15 participants will test the platform through two 20-minute conversation sessions. This group will include healthy younger adults, older adults with normal cognitive function, and older adults with cognitive difficulties. Participants will provide feedback on how easy and acceptable the platform is to use. In the second stage, 60 older adults at high risk of dementia will be randomly assigned to one of three groups. The groups will receive either conversation-based cognitive activities using the platform, interest-based news reading activities, or weekly health education while waiting to receive the intervention. The study activities will continue for 12 weeks. Researchers will compare changes in cognitive function, emotional well-being, loneliness, social connection, and user experience before and after the study. The main goals are to learn whether the platform is practical and acceptable for home use and whether it may help support cognitive and psychosocial health.
Official title: A Large Language Model-Driven Daily Conversation Cognitive Interaction Platform: Feasibility and Preliminary Efficacy in Older Adults at High Risk of Dementia
Key Details
Gender
All
Age Range
18 Years - 90 Years
Study Type
INTERVENTIONAL
Enrollment
75
Start Date
2026-09-01
Completion Date
2027-06-30
Last Updated
2026-08-07
Healthy Volunteers
Yes
Conditions
Interventions
LLM Conversation Cognitive Interaction
A voice-based cognitive stimulation program delivered through a large language model-driven conversational platform. The platform uses topics selected according to each participant's interests and guides natural conversations designed to engage memory, attention, language, executive function, and social cognition. The platform provides topic summaries, asks questions, responds to participants' answers, and adjusts the depth of follow-up questions based on response quality. Conversation responses are converted into text and used to generate indicators of cognitive performance. The platform is intended for cognitive stimulation and does not provide a clinical diagnosis.
Interest-Based Knowledge Reading
A digital cognitive activity that provides short news and knowledge summaries based on participants' interests. The content includes both familiar and unfamiliar topics, as well as preferred and non-preferred topics, to provide varied cognitive challenges. Participants answer multiple-choice questions about each summary. The questions are designed to engage reading comprehension, attention, and memory for the presented information.
Waitlist Health Education
General health education materials for older adults delivered through the LINE platform. The materials provide information related to healthy aging and general health management but do not include structured conversational cognitive stimulation or interest-based reading exercises.