Answer
Reaction times are significantly non-normal in this experiment. The distribution is significantly positively skewed. Therefore, we must use a nonparametric test.
Work Step by Step
The same subject is measured under 2 conditions: with alcohol and without alcohol. This is a matched-pair design.
We will use the Wilcoxon matched-pairs signed-ranks T test for the analysis of the data