In recent years, mobile commerce developed rapidly, for example, APP Store or Google Play is the focus. Mobile-APPlication(APP) is the largest category of consumer use and download. Businesses or individuals will gain profits by users' keeping download the game. What factors will affect the survival time of a game APP is worth exploring. Therefore, this study will investigate the factors of users' involving with popular game APPs continually. The results show that the majority of popular game APPs is designed with cartoon characters (39.1%) and Puzzle (27.5%). Cartoon characters are mostly designed in iOS, figures and objects are in ANDRIOD. Update frequency is significantly correlated with the survival time of a game (r = 0.685, P < 0.05). The more frequent update, the APP longer survived. In addition, there are seven factors affect the continued use of an APP (interpreted variation of 71.28%). By the influence, the most is the convenience, and then the sound, level of difficulty, how to play, interaction and sensuality, player’s satisfaction and game plot, the least is peer influence.