Systems, devices, and methods of analyte monitoring

Abstract

A glucose monitoring system includes 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 wireless communication circuitry configured to receive the data indicative of the analyte level, and one or more processors coupled with a memory. The memory is configured to store instructions that, when executed by the one or more processors, cause the one or more processors to: determine a frequency of interaction over a first time period based on one or more instances of user operation of the reader device, and output a first notification if the determined frequency of interaction is below a predetermined target level of interaction and output a second notification if the determined frequency of interaction is above the predetermined target level of interaction, wherein below the predetermined target level of interaction, an increase in the determined frequency of interaction corresponds to a first improvement in a metabolic parameter, and above the predetermined target level of interaction, an increase in the determined frequency of interaction corresponds to a second improvement in the metabolic parameter.