In order to form the corner structures 40, 41, 42 and 43 in a smooth configuration the foot and head skirts 32 and 33 of the mattress pad are cut to a smaller width, forming notches such as the notch illustrated at 45 at the corner structure 43 (FIGS. 2 and 9).