Identifying confounding factors involves understanding the interplay between various variables. Researchers often use statistical techniques such as stratification, multivariable regression, and propensity score matching to identify and account for potential confounders. Additionally, comprehensive literature reviews and expert consultations can help in identifying relevant confounding factors.