The paper conducts a systematic literature review of the research about the factors influencing freight service choice. Based on the previous research and China's actual conditions, this paper delivers a new structure of factors for evaluating cargo attraction of China Railway Express. The purpose of this paper is to enrich the framework of freight service choice, meanwhile it is helpful for the researchers and operator of China Railway Express.