Abstract: A computerized method and system is provided for generating and presenting to a user behavioral insights impacting health outcomes for a person with diabetes. The method comprises scoring responses to one or more patient reported outcome (PRO) survey instruments completed by the user. The scoring generates one or more scores that measures the extent to which the person is experiencing a different social, financial, emotional, or psychological issue. The method also comprises analyzing insulin dosage and/or glucose measurement information to derive adverse health outcomes experienced by the person during a monitored time period. The generated scores and the derived adverse health outcomes are analyzed together to generate one or more behavioral insights that may impact health outcomes for the person. Each behavioral insight may comprise a correlation between one of the derived adverse health outcomes and one or more of the generated scores.

Abstract: The techniques described herein relate to computerized methods and apparatus for insulin dosing guidance and decision support for diabetic patients. The techniques can recommend one or more exercises to a diabetic patient. The techniques can recommend adjustments to a diabetes treatment plan based on a diabetic patients planned exercise. The techniques can provide recommendations to a diabetic patient while exercising. The techniques can customize a computerized exercise planning tool that is used to develop an exercise plan for a diabetic patient based on user preference data of the diabetic patient, data indicative of a treatment aspect of the diabetic patient, data indicative of a physiological aspect of the patient, or some combination thereof.