Early Feedback of Disease Factors to Improve Patient Quality of Life, Engagement and Persistence

A non-transitory computer readable medium having computer-executable program code stored thereon that, when executed by one or more processors, causes performance of one or more functions, the functions comprising:

• receiving, by a health management application on a computing device, individual tracking data corresponding to a patient, wherein the individual tracking data relates to a disease or disorder associated with a plurality of disease factors that each comprise an event, exposure, action, and/or conduct related to a disease symptom of the disease or disorder;
• determining, based on (i) the individual tracking data and (ii) aggregate tracking data received by the health management application from a population of patients, a list of no-association factors (NAFs) for the patient, wherein the NAFs correspond to disease factors that neither increase nor decrease a likelihood that the patient will experience a disease symptom;
• determining, that the patient has been exposed to a particular NAF a minimum threshold number of times without experiencing a particular disease symptom associated with the particular NAF;
• and
• providing patient feedback, wherein providing the patient feedback comprises, in response to determining that the patient has been exposed to the particular NAF the threshold number of times without experiencing the particular disease symptom, providing an indication of the particular NAF.