The paper analyzes the current situation of chronic disease and the disadvantages of traditional chronic disease management mode in China, puts forward the building of the comprehensive "four-in-one" (inhabitant-community-hospital-disease prevention and control center) chronic disease management mode based on big data, discusses the connotation, building idea and research content, and provides reference for the research of chronic disease management.