Assume that the null hypothesis is really false. Under that condition, any difference in group means found in a well-designed test of the hypothesis must be due to?

If the null hypothesis is really false, then any difference in group means found in a well designed test of the hypothesis must be due to the difference in thinking among the difference groups.