Type 1 diabetes

Toward Personalized Decision Support Systems for Type 1 Diabetes: Integrating Psychobehavioral Factors and Glycemic Control

J Diabetes Sci TechnolPublished Algorithm development framework and study design

Study context

Population
Individuals with T1D
Planned comparison
Prescriptive vs informative decision support system (DSS) operating modality
Methodological detailsprotocol of a randomised crossover trial, randomized crossover, DSS engineered at the University of Virginia: advice on insulin dosing parameters, bolus calculation, physical activity and hypoglycemia risk (day and bedtime), Glycemic control captured by CGM; patient-reported outcomes by psychometric evaluations
  • Protocol of a randomised crossover trial
  • Randomized crossover
  • DSS engineered at the University of Virginia: advice on insulin dosing parameters, bolus calculation, physical activity and hypoglycemia risk (day and bedtime)
  • Glycemic control captured by CGM; patient-reported outcomes by psychometric evaluations

No results yet. This paper sets out the design of a trial; its results are to come.

Original publication

Toward Personalized Decision Support Systems for Type 1 Diabetes: Integrating Psychobehavioral Factors and Glycemic Control. J Diabetes Sci Technol. Published 3 August 2025. doi:10.1177/19322968251359641

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