I believe the answer is: make a decision about the stimulus.
It's written in this part of the research:
. . .difference in reaction time between the simple and choice conditions of his . .
Simple conditions resulted in fast reaction time, which also make it faster for individuals to make a decision about the stimulus. The opposite would happen if the conditions are more complicated.