The purpose of this research is to investigate perception toward arithmetic and perception toward junior and high school mathematics on prospective elementary school teachers. Many of non-scientific course students responded that they became to dislike high school mathematics. They selected the lack of effect as the cause of disliking mathematics among lack of ability, difficulty of problem, lack of effect, lack of luck. It is important for high school math teachers to develop good teaching method related to non-scientific course.