Preheat oven to 350F. Place chicken in baking dish and rub with olive oil. Sprinkle with paprika, salt and pepper.
Bake for 30 minutes. Remove from oven and brush chicken with your favorite BBQ Sauce. Return to oven and bake for 20-30 more minutes, or until internal temperature reaches 165F. Remove from oven and top with additional BBQ sauce.