It is impossible to randomize the allocation of people using the drug under the post-marketing condition, so hard to control the confounding bias in signal detection of adverse drug reaction(ADR) databases.This article briefly introduces three widely-used methods of controlling confounding bias.It give a brief description of the advantages and limitations of each method, and their applications in ADR signal detection in order to provide some effective information for the post-marketing surveillance.