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A New Technology-Enabled Care Model for Pediatric Type 1 Diabetes
David Scheinker1,2,3, Priya Prahalad1, Ramesh Johari4
1Associate Professor, Pediatrics, Stanford University, Stanford, California, USA.
Insights
Stanford improved pediatric type 1 diabetes care with a new telemedicine model called TIDE. This technology reduced hemoglobin A1c levels and provider screen time, enhancing patient outcomes.
Area of Science:
- Endocrinology
- Digital Health
- Pediatric Care
Background:
- Pediatric type 1 diabetes (T1D) care in the U.S. faces challenges including suboptimal patient outcomes and limited access to continuous glucose monitoring (CGM) for publicly insured individuals.
- Current care models often rely on fixed-schedule appointments rather than on-demand interventions, and provider access to CGM data is inefficient.
Purpose of the Study:
- To develop and implement a technology-enabled, telemedicine-based care model for pediatric patients with newly diagnosed T1D.
- To improve access to CGM technology and facilitate timely, data-driven interventions.
Main Methods:
- Development and deployment of the Timely Interventions for Diabetes Excellence (TIDE) platform for automated CGM data analysis and as-needed patient contact.
- Utilizing philanthropic funding to provide CGM access for publicly insured patients.
- Conducting a pilot study (4T study) integrating TIDE with CGM use in new-onset T1D patients.
Main Results:
- The pilot study showed a 0.5%-point reduction in hemoglobin A1c compared to historical controls.
- Provider time spent reviewing patient data decreased by 86% with the TIDE system.
- The TIDE system was expanded to 300 patients and made available as open-source software.
Conclusions:
- The TIDE platform and telemedicine approach represent a successful model for improving pediatric T1D care.
- This model enhances patient outcomes, increases provider efficiency, and improves access to essential diabetes technology.
- Future plans include scaling the TIDE system to support approximately 1,000 patients and integrating data from additional sensors.
Abstract:
In July 2018, pediatric type 1 diabetes (T1D) care at Stanford suffered many of the problems that plague U.S. health care. Patient outcomes lagged behind those of peer European nations, care was delivered primarily on a fixed cadence rather than as needed, continuous glucose monitors (CGMs) were largely unavailable for individuals with public insurance, and providers' primary access to CGM data was through long printouts. Stanford developed a new technology-enabled, telemedicine-based care model for patients with newly diagnosed T1D. They developed and deployed Timely Interventions for Diabetes Excellence (TIDE) to facilitate as-needed patient contact with the partially automated analysis of CGM data and used philanthropic funding to facilitate full access to CGM technology for publicly insured patients, for whom CGM is not readily available in California. A study of the use of CGM for patients with new-onset T1D (pilot Teamwork, Targets, and Technology for Tight Control [4T] study), which incorporated the use of TIDE, was associated with a 0.5%-point reduction in hemoglobin A1c compared with historical controls and an 86% reduction in screen time for providers reviewing patient data. Based on this initial success, Stanford expanded the use of TIDE to a total of 300 patients, including many outside the pilot 4T study, and made TIDE freely available as open-source software. Next steps include expanding the use of TIDE to support the care of approximately 1,000 patients, improving TIDE and the associated workflows to scale their use to more patients, incorporating data from additional sensors, and partnering with other institutions to facilitate their deployment of this care model.
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