灵活性(工程)
结构方程建模
调解
实施
供应链
产业组织
业务
资源(消歧)
持续性
过程管理
循环经济
可持续发展
知识管理
计算机科学
营销
经济
管理
社会学
机器学习
生物
程序设计语言
法学
社会科学
计算机网络
生态学
政治学
作者
Kirti Nayal,Shashank Kumar,Rakesh D. Raut,Maciel M. Queiroz,Pragati Priyadarshinee,Balkrishna E. Narkhede
摘要
Abstract Digitalization of the supply chain (SC) has received plenty of attention from practitioners and researchers in recent years to address the challenges of the business environment and assist firms in achieving a circular SC. Implementing circularity in business operations is a practice of achieving sustainability which is of utmost significance for achieving sustainable development goals established by the United Nations. This study empirically examines the relation among flexibility, AI–IoT adoption, and SC firm performance under the circular economy (CE) environment based on resource orchestration theory (ROT), an integrated version of the extended‐resource‐based view, and dynamic capability theory (DCT). Data were collected from Indian manufacturing firms through a questionnaire‐based survey and examined using “structural equation modeling (SEM).” The study results show that information flexibility and organizational flexibility have the highest impact on AI–IoT adoption. Organizational flexibility shows full mediation with AI–IoT, which would influence the SC firm performance directly. The analysis also indicates that CE will affect the relation between organizational flexibility and AI–IoT adoption. These findings pave the way for cross‐country analysis, formation of practical strategies, and policies related to AI–IoT and CE implementations.
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