Methods of analyte monitoring management are provided. The methods include indicating on a user interface a plurality of analyte management procedures available for user-selection, where the plurality of analyte management procedures relate to analyte management parameters. Embodiments include receiving an indication to initiate a first procedure of the plurality of analyte management procedures, where the first procedure is for determining a first analyte management parameter. The methods may further include outputting user-instructions associated with the first procedure； receiving analyte measurement data for the first procedure； estimating the first analyte management parameter based on the analyte measurement data； calculating a degree of certainty for the estimation of the first analyte management parameter； and, initiating an action in response to an event associated with a status of the estimation of the first analyte management parameter or the degree of certainty. Analyte monitoring devices and systems implementing the methods are also provided.
