Ice Maker will not stop making ice

My ice maker in the Kitchenaid double door fridge/freezer will not stop making ice. My instinct is to replace the 2 part ice maker control boards (part # 2255114). Would this diagnosis be correct? Are there any other possibilities that I may be overlooking?