Abstract:The development of information technology in the era of big data has a huge impact on performance management in the field of safety science, prompting scientific research to further generate a "data-intensive scientific discovery" paradigm. According to the connotation of data-driven decision-making and the characteristics of performance management in the field of safety science, this paper discusses the three-dimensional structure and characteristics of data-driven safety performance management, and proposes a framework model for safety performance management that at the enterprise level. The results show that data-driven safety performance management promotes the integration between big data and safety management, and continuously improves the level of safety management in a data-led manner.