Saylor URL: http://www.saylor.org/books Saylor.org
Confounding occurs when a variable that is not part of the research hypothesis is “mixed up,” or
confounded with, the variable in the research hypothesis. In the bottom panel alcohol consumed
and alcohol expectancy are confounded, but in the top panel they are separate (independent).