Like all kids that grow up shooting, you used what was available,
A lot of folks still do, and sometimes just for the hell of it. The guy I shoot sporting clays with is an avid bird hunter. He took an old Mossberg bolt action .410, along with his nornal O/U, on a NC quail hunt. Even managed to score a few quail with it.