A confounding variable is an explanatory variable that was considered in a study whose effect cannot be distinguished from a second explanatory variable in the study.
Key Characteristics of a Confounding Variable:
It is an explanatory variable actively included or considered within the context of the study.
Its isolated impact or influence on the study's results cannot be separated or distinguished from the influence of another explanatory variable present in the study.