Abstract: Aspects of the disclosure relate to implementing and using a data processing system with a person engagement index to provide automated personalized healthcare functions. In some embodiments, a computing platform may receive information about a patient or other healthcare-consuming person from several sources including electronic medical records, healthcare providers, the person, and other sources. Based on the information, a person engagement index measuring the person's capacity to engage in healthcare may be generated by the computing platform. In addition to being calculated by the computing platform based on medical records and other such information, the person engagement index may be calculated by the computing platform based on answers to survey questions, as well as patient interaction information indicating how the person interacts with personalized educational content.