In the field of Epidemiology, a confounding variable is an extraneous factor that can distort the apparent relationship between the exposure and the outcome being studied. Confounding occurs when the effect of the primary exposure on the outcome is mixed with the effect of another variable, leading to a biased estimate of the association.