Preheat oven to 400 F.
On sheet of wax paper combine bread crumbs, parsley and paprika; set aside.
Dip each drumstick in buttermilk, then dredge in crumb mixture, coating all sides.
Arrange drumsticks on non-stick baking sheet; drizzle with oil.
Bake until cooked through 25 to 30 minutes.