Real world study includes multiple design types.When subjects are derived from a sample in the population, estimating sample size needs to be considered.This study discussed the basic principles of sample size estimation in real world study, analyzed its influencing factors, provided several commonly used sample size estimation methods, and analyzed the roles of participants for estimating sample size in real world study.It provided a methodological reference for estimating sample size in real-world study.