There is another important concept involved with using stimulants called the Yerkes-Dodson Law. The relationship between being alert or highly focused and performance suggests there is a bell-curve response with stimulation. Too much stimulation (from either caffeine, Adderall or others) can cause poor performance due to high anxiety.
