Abstract:The establishment of blockchain-based food traceability systems plays a pivotal role in enhancing food safety, with consumer trust in the system serving as a critical determinant of its sustainable development. This study employs the Trust Transfer Theory and the D&M Information Systems Success Model to construct a model of food safety trust within the context of blockchain-based traceability systems. The research delves into the mechanisms through which blockchain food traceability systems influence consumer trust in food safety.The findings indicate that system quality and information quality significantly promote consumer trust in food safety. System trust and supplier trust play a significant mediating role in the process. Moreover, blockchain knowledge plays a significant positive moderating role in the relationship between system trust and food safety trust. The conclusions of this study enrich and expand the existing literature concerning consumer-level inquiries into blockchain food traceability systems. Additionally, this research holds vital implications for evaluating the effectiveness of blockchain food traceability systems and guiding enterprises in the exploration of strategies to enhance food safety conditions.