人工智能对企业创新绩效的影响：基于供应链整合的视角

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中图分类号：F273.1 文献标识码：A doi:10.3969/j.issn.1672-2272.202510015

The Impact of Artificial Intelligence on Corporate Innovation Performance : A Perspective Based on Supply Chain Integration

Zhao Chunyu，Cai Ning (Business School，Harbin University of Commerce，Harbin 15oo28，China)

Abstract: In recent years，the development and application of artificial intelligence have gained considerable momentum globally， progressively integrating into socio一 economic development. Drawing upon panel data from high-tech manufacturing enterprises spanning 20l3 to 2023,this study employs econometric analysis to empirically examine the causal mechanisms through which AI applications influence corporate innovation performance，whilst conducting an in一depth analysis of the mediating effect of supply chain integration. Findings indicate that AI adoption significantly enhances corporate innovation performance， with this effect being more pronounced in state一owned enterprises and large manufacturing firms. Concurrently， supply chain integration exhibits a significant mediating role between these two factors. Consequently，enterprises should prioritize resource integration through supply chain collaboration to strengthen the transmisson mechanism between AI application and innovation performance，thereby providing practical guidance for high- tech manufacturing enterprises.

Keywords:artificial inteligence; corporate innovation performance;dynamic capabilities theory; suppl: chain integration

0 引言

随着人工智能、物联网和区块链技术等新一代信息和通讯技术的广泛应用，新一轮科技革命与产业变革正在加速推进[1]。（剩余17958字）