...Why do you automatically assume it's a Southern thing? Just cause you've never heard of it that doesn't really mean anything. You're one person who may just never be around people who say it.
Also, I've heard it all over the place, including Hawaii.
And, googling it can show it isn't just one region like other phrases might be. Such as "The O.C." being common in Maryland but not in other places.