Finally, in column D, gender is randomized across treatments. By using a random process to assign males and females to the treatment conditions, it is reasonable to expect that gender will be balanced across treatments. If there are no substantial gender differences between treatments, then gender cannot cause the scores in one treatment to be different from the scores in the other treatment.