Parsnips can be boiled roasted or used in stews soups and casseroles. In some cases the parsnip is boiled and the solid portions are removed from the soup or stew leaving behind a more subtle flavour than the whole root and contributing starch to thicken the dish. Substitutes Carrot / Turnip / Sweet potato