Residual confounding refers to the distortion that remains even after attempts have been made to adjust for confounding variables in epidemiological studies. This can occur when the confounding factors are not fully measured, are inadequately controlled, or are simply unknown. In cancer research, this issue can significantly impact the interpretation of study findings, potentially leading to incorrect conclusions about risk factors, preventive measures, or treatment effectiveness.