The paper analyzes the development of medical big data applied to real world study based on literature research, expounds on the advantages of real world study in the era of big data, including high external authenticity, broad target population, strong evidence integrity, efficient evidence acquisition,etc., proposes the challenges of applying medical big data to real world study in terms of infrastructure and concrete development.