Improved Health Management Through Causal Relationship Based Feedback on Behavior and Health Metrics Captured by IOT

A method for improved health management using an IoT setup of interconnected electronic devices and sensors, the method comprising:

• measuring and storing behavioral data and health data of a plurality of users;
• analyzing the health data of the plurality of users to establish informative outcomes;
• generating health metrics from the health data;
• establishing a relationship between the informative outcomes and the health metrics;
• identifying and quantifying a causal relationship between the behavioral data and the health data from a behavior time window and from a health data time window, wherein the beginning of the behavior time window precedes the beginning of the health data time window, to derive behavioral recommendations;
• providing the derived behavioral recommendations to one of the plurality of users or to a third party;
• and
• investigating changes to the information that was sent to the third party to influence user behavior optimally.