Popular supplements don’t work. Many people with osteoarthritis have knee pain. They often try over-the-counter treatments to help the pain, and to avoid knee surgery. The supplements, glucosamine and chondroitin sulfate, are very popular. In 2012, Americans spent $813 million on these supplements, according to the Nutrition Business Journal.