I used to think that was a dumb move on the part of the scammers, and probably would only be effective in a small town where most of the people you know have the same prefix… Then I realized that most of the successfully scammed victims probably live in those small towns.
This probably had some logic historically with landlines—a neighbor is calling. It’s an anti-pattern for cell phones in the “wrong” area code. Used to get this a lot. Rarely today.