Confounders are typically identified through a combination of literature review, expert knowledge, and statistical tests. During the design phase of a study, researchers often hypothesize potential confounders based on previous research and theoretical understanding of the relationships between variables. Statistical methods, such as regression analysis, can then be used to test for and quantify the effect of these confounders.
