Celecoxib is used in adults for the relief of signs and symptoms of rheumatoid arthritis, osteoarthritis and ankylosing spondylitis. Celecoxib belongs to a group of medicines called nonsteroidal anti-inflammatory drugs (NSAID) You should expect your medicine to start working within hours of taking the first dose, but you may not experience a full effect for several days.