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This paper states the necessity of establishing the economic evaluation system for safety resources in traffic enterprises systematically. The author gives the connotations of the proposed new economic evaluation system in traffic enterprises. The proposed evaluation system for safety resources can be used in all units with possible traffic accidents for estimating and reflecting the economic effectiveness of the safety resources provided in preventing accidents, and for the compensation of the losses caused by the traffic accidents within the entire process. In accordance with the features of this evaluation system, the main precondition of economic evaluation system and the related evaluation model of data envelopment analysis(DEA) for safety resources based on accounting information extraction are also explained. The purpose of establishing this evaluation system is to promote effective management of safety resources invested in traffic enterprises.