Yep, exactly. It was one of the things tested for in the various Linguistic Atlas studies starting in the 1930s. If I remember right, WH was prevalent in New England and in the South. Dropping it was common in Pennsylvania and the Midland.
I believe WH has been steadily losing ground since then.
See post 70 for another linguistic take.