Confounder adjustment refers to the process of identifying and controlling for variables that might distort the true relationship between an exposure (such as a risk factor) and an outcome (such as cancer). A confounder is a variable that is associated with both the exposure and the outcome but is not part of the causal pathway. This adjustment is crucial in cancer research to ensure the validity of study findings.