Residual confounding refers to the distortion that remains even after attempts to adjust for confounding variables in epidemiological studies. Confounding occurs when the effect of the primary exposure on the outcome is mixed with the effect of another variable. Residual confounding can arise due to incomplete adjustment, measurement error, or unmeasured confounders.