It may also be a safety thing. We've been told to turn the engine off when we get out the cab for any reason, even to change drivers or to load a wheelchair, following an incident in Manchester I believe where a bus served a stop and then rolled into the shelter or something like that. It's supposedly to force you to do your pre-departure checks.
Most of us don't.