The invention may be embodied in a method for operating a disk drive in a mobile device to optimize power usage based on an application category. The mobile device may be a hand held computing device such as a personal digital assistant (PDA) or a mobile terminal such as a cellular telephone. A technique of the invention may spin down the disk drive after an adjustable delay time interval that is set based on an application category associated with a most recent data transfer command.