The research on the pattern of leadership behavior assessment in foreign countries all started on the assumption of two factor theory: one is the fulfillment of the object or aim of an organization, and the other is group maintenance. This study demonstrated by Cluster analysis, that there are at least three factors: fulfillment of organization object or aim, group maintenance, and personal moral character. This perhaps is due to the cultural difference between China and Western countries.