Abstract:Improving the cognitive level of research integrity is the core of graduate research integrity education, and the factors affecting the cognitive level of research integrity of graduate students are interlaced. Taking a medical college as an example, this paper uses fuzzy set qualitative comparative analysis method to explore the configuration mechanism of improving the cognitive level of research integrity of postgraduates. The results show that there are five ways to improve the cognition level of scientific research integrity of postgraduate students in medical colleges, which can be summarized into three types: the school curriculum education oriented type, the "dual core" driven type of daily requirements and harm perception of tutors, and the policy perception ability driven type. The results show that deepening the collaborative mechanism of education, continuously enhancing the internal drive of scientific research and effectively using the external drive of cognitive research are important ways to improve the cognitive level of scientific research integrity. Based on this, the research puts forward suggestions from three aspects: multi-subject collaboration, internal and external factors integration and evaluation and teaching integration, and provides new countermeasures for innovative postgraduate research integrity education model.