Research on the Impact of Big Data Analysis Capability on Green Innovation of Manufacturing Enterprises from the Perspective of Organizational Information Processing

XUE Yixi, YU Xinran, YU Xiaoyu, ZHANG Xiaoyan

Chinese Journal of Management ›› 2026, Vol. 23 ›› Issue (2) : 231.

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PDF(1358 KB)
Chinese Journal of Management ›› 2026, Vol. 23 ›› Issue (2) : 231.

Research on the Impact of Big Data Analysis Capability on Green Innovation of Manufacturing Enterprises from the Perspective of Organizational Information Processing

  • XUE Yixi,YU Xinran,YU Xiaoyu,ZHANG Xiaoyan
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Abstract

ased on the organizational information processing theory, this paper takes 515 valid survey samples from manufacturing enterprises as research samples to study whether and how big data analytics capability affects green innovation. The results show that: big data analysis capability has a significantly positive impact on green innovation; digital supply chain platform plays a partial mediating role in the relationship between big data analytics capability and green innovation; digital supply chain platform and green supply chain integration play a chain mediating role in the positive impact on big data analysis capability and green innovation; control-oriented culture negatively moderates the chain mediating effect.

Key words

big data analytics capability / digital supply chain platform / green supply chain integration / green innovation / control-oriented culture / organizational information processing theory

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XUE Yixi, YU Xinran, YU Xiaoyu, ZHANG Xiaoyan. Research on the Impact of Big Data Analysis Capability on Green Innovation of Manufacturing Enterprises from the Perspective of Organizational Information Processing[J]. Chinese Journal of Management. 2026, 23(2): 231
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