There are a number of other scaly rashes, such as psoriasis, which is a hereditary condition that mainly affects the elbows and the knees, and sometimes even other parts of the body, and Pityriasis Rosea, which causes scaly patches on the back and the chest and usually subsides in a month or so. Xerosis, which causes extreme dryness, cracking, roughness and scaly skin, manifests itself during the dry, cold winter months.