Taking a cold-water or ice bath may reduce exercise-related muscle soreness but it’s not clear whether it can cause harmful side effects, a new evidence review indicates. The use of cold or ice baths is increasingly popular among elite and amateur athletes as a way to reduce muscle inflammation that can lead to stiffness, swelling and soreness a day or more after a workout.