The purpose of the present invention is to provide baked fatty or oily confectionery being crispy to the core but giving no burning feel and a method for producing the same. The baked confectionery can be produced by preparing a fatty or oily confectionery dough containing a saccharide said saccharide being selected from among isomaltulose mannitol and reduced palatinose and then baking the dough.