Live Science, an online health magazine, quotes UGA researcher Victor Maridakis in an article about a study his group published finding that consuming caffeine before or after a workout decreases pain. “If you can use caffeine to reduce the pain, it may make it easier to transition from that first week into a much longer exercise program,” he said.