Systems, devices, and methods for analyte monitoring and benefits thereof

A system to establish and monitor an analyte monitor regimen of a user comprising:

• a sensor control device comprising an analyte sensor coupled with sensor electronics, the sensor control device configured to transmit data indicative of an analyte level;
• and,
• a reader device comprising a user interface, wireless communication circuitry configured to receive the data indicative of the analyte level and
• one or more processors coupled with a memory, the memory configured to store instructions that, when executed by the one or more processors, cause the one or more processors to:
• output, based on one or more instances of operation of the reader device over a predetermined period of time, at least one measurement of an analyte level on the user interface of the reader device, wherein the at least one measurement of the analyte level is a current analyte level during the one or more instances of the operation of the reader device;
• determine a trending analyte level based on the current analyte level and historical analyte data stored in the memory;
• output the trending analyte level on the user interface of the reader device;
• update and store the historical analyte data in the memory to include the current analyte level;
• receive, from the sensor control device, an updated current analyte level;
• determine an updated trending analyte level based on the updated current analyte level and the updated historical analyte data stored in the memory;
• output the updated trending analyte level on the user interface of the reader device;
• quantify at least one of a total number of scans or views for a day or a marker to indicate that a scan or view had occurred at a particular time on the user interface of the reader device;
• output a sensor usage indicator including the at least one of a total number of scans or views for a day or a marker to indicate that a scan or view had occurred at a particular time on the user interface of the reader device;
• output a notification on the user interface of the reader device that indicates at least one of an alarm condition, the updated current analyte level measurement associated with the alarm condition, and the updated trending analyte level associated with the alarm condition;
• determine a determined rate of hospitalization for a predetermined diagnostic category based on collected data of users without a continuous glucose monitoring and having a predetermined comorbidity;
• and
• estimate a rate of hospitalization for the user in the predetermined diagnostic category and having the predetermined comorbidity, wherein the rate of hospitalization for the user is at least 12% less than the determined rate of hospitalization for the users without the continuous glucose monitoring and having the predetermined comorbidity;
• wherein the analyte monitor regimen is configured to increase the instances of operation of the reader device and actionable engagement with the user interface.