Vioxx Recall Prompts Patients To Look For Alternatives A day after a popular arthritis drug is pulled from pharmacy shelves, patients and doctors are trying to decide what to do next. Vioxx is an anti-inflammatory drug used to treat osteoarthritis, acute adult pain and menstrual pain.