Driving heavy motor safely requires enhanced skills and defensive driving operational abilities; however, some of which are not mandatory in the license field test. Therefore, a number of accidents happen due to the lack of minimum driving ability requirements. This study investigates driving behavior, accident causes, driving training, driving test and driving ability to establish the relationships between the driving ability constructors and the difficulty of tested item employing item response theory.