This is 100% spot on true.
I always heard this back in Arizona, and then tested it a few times with a nice digital meter ( <3 SRP) that tracked usage by the minute.
It's true. Don't shut it off and then turn it on full blast when you want it, set it at the comfortable level and LEAVE IT...