New Study Links One Drop’s AI-Powered Blood Glucose Forecasts to Better Engagement and Diabetes Outcomes

Bayer, One Drop Launches AI-Enabled Cardiovascular Disease Module

What You Should Know:

One Drop, a leader in precision health solutions for people living with diabetes and other chronic conditions,  announced outcomes from a retrospective cohort study published in the Journal of Medical Internet Research (JMIR) on the effects of its novel AI-powered blood glucose (BG) forecasting feature.

– In the present study, cohort members using One Drop’s glucose forecasting feature were more likely to log glucose values in the app than those who did not receive forecasts (i.e., matched control group). They also had more glucose measurements within a healthy range after 12 weeks, corresponding to significantly lower average glucose 

AI-Driven Precision Health Solutions

According to the Association of Diabetes Care & Education Specialists (ADCES), self-monitoring of blood glucose (SMBG) is an integral component of effective therapy for people with diabetes and is associated with improved glycemic control. It was found that adults with type 2 diabetes who received glucose forecasts and personalized insights were more likely to track health data in the One Drop app and achieved lower average glucose.

Researchers identified glucose logging as a partial mediator of the relationship between forecast exposure and week-12 average glucose, thus highlighting a potential mechanism through which glucose forecasts exert their effect among T2Ds—improved mHealth engagement associated with increased self-monitoring of blood glucose and better glycemic management.

“AI-based digital health tools must go beyond data generation to keep people engaged and motivated to make healthier decisions,” said Dr. Dan Goldner, EVP of advanced technologies, research, and discovery at One Drop. “Results from the present study validate the strength of our predictive intelligence and cross-disciplinary approach: behavioral data science. In simple terms, One Drop AI reduces cognitive burden caused by managing a chronic condition like diabetes and encourages self-care behaviors to drive cost-saving outcomes.”

Unlike other digital health solutions, which apply machine learning to backend infrastructure, One Drop uses artificial intelligence to provide direct support through eight-hour glucose forecasts with over 90% accuracy and deliver immediate insights people can use. The feature simplifies healthy decision-making by connecting everyday behaviors with outcomes and offering ongoing guidance to complement the support members receive from their healthcare providers.