While the origins of pineapple casserole are mysterious, the dish originated in the South. Southerners see the pineapple as a symbol of hospitality and they make casseroles for feeding a crowd. Put them together and you have a recipe that shows hospitality for crowds. People make this casserole for parties, holidays and even funerals.