In one study, motorcycle operator error was found to be present in roughly 2/3 of  single-vehicle accidents, generally in the form of overbreaking or taking a turn too fast, leading to falls and slide-outs. However, the leading cause of multi-vehicle accidents involving motorcycles continues to be failure by other drivers to recognize the presence of motorcycles around them.