Trauma, such as hitting the elbow or falling back on the elbow, can lead to olecranon bursitis. People who lean their elbows against hard surfaces can develop this problem over time. Those with conditions such as gout, rheumatoid arthritis, or kidney failure needing dialysis can be more likely to get this condition. In many cases, the cause is not known.