You can often get relief with an over-the counter drug like ibuprofen or acetaminophen. Check with your doctor to see which one is right for you. Your doctor might prescribe a stronger medicine for more intense or persistent pain, and might also suggest you take the hormone calcitonin. Studies show it can help ease the pain from compression fractures.