When you turn off the shower the insides of the pipe or tube, and of the shower-head, are wet. This water will accumulate in the shower-head and will cause a drip, perhaps for some time after the shower is turned of. But if the shower is still dripping, say, next morning, then it's as Woofgang suggests.