Confounding

Factor or interaction effects are said to be confounded when the effect of one factor is combined with that of another. In other words, the effects of multiple factors on a response can not be separated. This occurs to some degree in all situations, and least frequently when the data is obtained from a carefully planned and executed experiment having a predefined objective.