Once the pecan pie has baked, you should refrigerate it if you are not going to eat it within 2 hours. ... You should not leave it to cool for longer than two hours before refrigerating it. Keeping it in the pie dish, cover the pecan pie loosely with a layer of aluminum foil or plastic wrap.