US Patent 11321082 Patient engagement in digital health programs

In some implementations, a system causes electronic devices to initiate different types of interactions with users of the electronic devices, the interactions being initiated based on rules to selectively cause initiation of the interactions for the users. The system receives user action data from electronic devices that are associated with a particular program. The system generates log data that tracks instances in which conditions or triggers of the rules of the particular program are satisfied. Based on the user action data of the multiple users and the log data, the system evaluates effectiveness of the rules in maintaining or improving engagement of the users with the particular program. The system generates rule adjustment information for the particular program, such as information indicating one or more changes to the rules of the particular program or one or more new rules for initiating interactions.