Probably not Pennsylvania, but Scotch, Irish, English smiths from the Tidewater of the Virginia, and the Carolina's. Just my thought's the Smiths of Pennsylvania, and New England, I think tended to migrate to the West, towards Pittsburg, and then down the Ohio River route, not South along the Great road. It would tend to be a clash of cultures, and language, them moving South.
Bill