AI-Based Lifestyle Guidance Study

AI-Based Lifestyle Guidance Study

The X Life model is an innovative AI-based lifestyle guidance system designed to provide tailored health management recommendations for individuals with T2DM or prediabetes, leveraging continuous glucose monitoring (CGM) data, wearable activity and sleep metrics, and baseline clinical information. Despite its potential, a lack of in-depth understanding of real-world user experiences remains a key barrier to clinical adoption.

This exploratory user study aims to systematically assess the usability, acceptability, and user experience of the X Life model in the target population, to identify facilitators and barriers to adoption, and to preliminarily explore the association between X Life use and changes in user-reported outcomes, behavior patterns, and device-monitored health metrics.

Inclusion Criteria:

• Age 18-70 years.
• Prediabetes or Type 2 diabetes mellitus (diagnosed according to recognized clinical criteria).
• Owns and is proficient in using a smartphone with compatible applications.
• Willing and able to wear study devices (CGM, activity tracker).
• Willing to use the X Life model terminal and comply with study procedures.
• Able to understand and provide written informed consent (including participation in interviews).

Exclusion Criteria:

• Severe chronic diabetic complications or recent acute diabetic complications.
• Early-onset adult T2DM.
• Recent severe hypoglycemic events.
• Cognitive impairment.
• Pregnancy, severe hepatic/renal/thyroid disease, acute infection, psychiatric disorders affecting participation.
• Planned major surgery or treatment likely to significantly impact glucose or weight during the study period.
• Allergy to device materials (CGM sensor, activity tracker, AI terminal).
• Any condition deemed unsuitable by the investigator.