Little dogs are the most likely breeds to need dog sweaters. Chihuahuas, toy terriers, miniature pinchers, and other small breeds may not be equipped to deal with outdoor winter temperatures, so it may be a good idea to invest in some type of protection for your dog to wear during his daily walks.