The EPIC study involves collecting a wide range of data from participants, including dietary habits, lifestyle factors, and biological samples like blood. Participants complete detailed questionnaires and undergo medical examinations periodically. This extensive data collection allows researchers to track health outcomes over time and identify potential links between various factors and disease risk.