How to Prevent Cold Feet in Dress Shoes. Work environments and special occasions often call for dress shoes. Dress shoes may be high heels, elegant flats or oxford shoes, to name a few. Dress shoes are typically designed with style coming before function, which can make them less durable and warm than their casual counterparts. Cold feet can be avoided while wearing dress shoes with some added styling and precautions.