Compression gloves may temporarily relieve inflammation from arthritis or other conditions, but the evidence is mixed. A 2016 systematic review of four small clinical trials studied how compression gloves helped with symptoms of rheumatoid and osteoarthritis. The review concluded that more research is needed.