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Yuan Ma

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Jul 2026

AI and green transformation: the mediating role of operational efficiency in Chinese manufacturing

A framework in which AI enhances green transformation performance through improved operational efficiency, contingent on the dual moderating mechanisms of organizational agility and executives’ environmental attention is proposed, contingent on the dual moderating mechanisms of organizational agility and executives’ environmental attention.

Yuan Ma, Li-Hui Niu, Zhen Zhang · 0 citations