A method, computing system and computer program product are provided. A group of connected devices are formed from at least some multiple connected devices. A computing system receives current usage data for a person from the group of connected devices with respect to activities. The computing system compares the current usage data with a baseline for the person to produce change data and applies an analytic analysis to the change data to determine a health concern for the person. A notification is provided when the change data exceeds a predetermined threshold with respect to the baseline. In another embodiment, a group of connected devices is managed by excluding, from the group, a connected device that contributes to false positive data.