Leveraging supply chain visibility for implementing just-in-case practices: the roles of knowledge and digital resources bundling
研究如何通过捆绑知识整合机制和大数据人工智能来增强供应链可见性，从而帮助中国制造商在不确定环境下实施以防万一的库存管理实践。
Purpose This study aims to explore how bundling knowledge resources (i.e. knowledge integration mechanisms [KIMs]) and digital resources (i.e. big data-powered artificial intelligence [BDAI]) can enhance supply chain visibility (SCV) capabilities for implementing just-in-case (JIC) practices. Design/methodology/approach Analysis of survey data from Chinese manufacturers was conducted to test the proposed hypotheses. Findings The results reveal a significant positive effect of KIMs on BDAI, as well as positive effects of both BDAI and KIMs on SCV. Furthermore, the results suggest that SCV partially mediates the KIMs–JIC relationship and fully mediates the BDAI–JIC relationship. Originality/value This study advances the digital SC and inventory management literature by proposing and empirically testing a digital JIC model that explores how to bundle knowledge and digital resources into SC capabilities for managing JIC inventory in uncertain and digital times.