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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Shu-Peng Zhao

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Open access Aug 2026

Digital Transformation, Innovation Capability, and Operational Efficiency of Logistics Enterprises: Empirical Evidence Based on Annual Reports of A-Share Listed Companies in China

Digital transformation is positively associated with the operational efficiency of logistics enterprises and can pass a variety of robustness tests, but the actual effect of digital transformation is highly dependent on the enterprise’s own attributes and external environment.

Xing-Hua Wang, Shu-Peng Zhao, Jie-Fang Yuan · 0 citations

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