Identifying confounding requires a thorough understanding of the relationships between variables. Initial steps include:
Literature review: Reviewing existing studies can help identify known confounders. Statistical analysis: Techniques such as stratification and multivariable regression can be used to detect and adjust for confounding. Study design: Implementing randomized controlled trials (RCTs) can minimize confounding by evenly distributing confounders across study groups.
