The more compatible (the more similar) the response and the response key layout is to the stimuli, the faster and more accurate are the responses. (Fitts & Seeger, 1953).
Sometimes compatibility is determined by cultural norms (population stereotypes). e.g. what side is the hot water control and which way do you turn it for on?
Practice
Practice reduces reaction time, and the more alternatives, the more practice helps.