Using a multilayer compression wrap, like an Ace wrap, can be very effective at reducing swelling whether you sprain your ankle or break it. Using a combination of cold pack applications, elevating your swollen foot and using the compression wrap can be even more helpful for reducing pain, improving ankle range of motion and mitigating edema.