Speed up random number generation in MATLAB

Is there any way to generate pseudo-random numbers to less precision and thus speed the process up?

Another thing is that I know it saves time if random numbers are generated all at once (e.g. rand(100,1000)), instead of one by one. Could someone explain why this is true?