Little dogs are the most likely 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 for a pet owner to invest in some type of protection for the dog to wear during his daily walks.