There are general surveys on factors related to Leadership. However, less is known about the relationships between Leadership, game using pattern, psychology factor. This study sought to clarify several of these relationships. Using data from a survey of 1800 adolescent game users in South Korea, we conducted a structure equation modeling to explore the association between psychological factor(Extraversion, Social Intelligence, Self Esteem, Self Control), game using pattern(Game Time, Online Community, Game Norm, Game Efficacy, Game Leadership) and demographic variables(Age and Gender). Results showed that Extraversion, Social Intelligence, Self Esteem, Self Control(psychological factor), Game Leadership(game using pattern) Use increase Leadership. while Game Time(psychological factor) decrease Leadership. And Game Time, Online Community, Game Norm, Game Efficacy(game using pattern), Social Intelligence(psychological factor) Use increase Game Leadership. The implications of these results are discussed.