What and Where. Rheumatism can mean a lot of different things. You can be aching in your joints, in your muscles, in your bursas or your tendons. If there is joint swelling it could be arthritis, but we need a lot more information before we can focus. Rheumatism in general means aches and pains - but we need to know exactly what and where to clarify what is happening.