A winter jacket can help dogs who have trouble retaining heat, such as short-haired breeds, puppies, and older dogs. It can also help reduce snow and ice buildup on their fur. Choose jackets that fit well, offer insulation, and have a water-resistant outer layer, while ensuring the collar or harness and ID tags remain visible.