Washing your hands in running water is wasteful too - so put the plug in and save. Turn off taps properly - a dripping hot tap can fill a bath in one day.
Don't heat your water to a scalding temperature - The recommended temperature for your hot water cylinder is 60 degrees, but you may find that 50 degrees is hot enough. A thick jacket for your hot water cylinder will pay for itself in a year.