A look at the above graph shows that the effect of dosage differs as a function
of task complexity. It also shows that the effect of task complexity differs
as a function of drug dosage: The larger the drug dosage, the greater
the difference between the simple task and the complex task. An interaction
does not necessarily imply that the direction of an effect is different
at different levels of a variable. There is interaction as long as the
magnitude of an effect is greater at one level of a variable than at another.
In the example, the complex task always takes longer than the simple task.
There is an interaction because the magnitude of the difference between
the simple and complex tasks is different at different levels of the variable
drug dosage.