人工智能如何影响组织的环境绩效？绿色创新和绿色文化的作用

IF 8.2 2区管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Information & Management Pub Date : 2024-01-29 DOI:10.1016/j.im.2024.103924

Jiabao Lin , Yanyun Zeng , Shaowu Wu , Xin (Robert) Luo

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引用次数: 0

摘要

尽管人工智能（AI）在改善环境绩效方面具有重要作用，但人工智能的使用影响环境绩效的机制和边界条件仍不清楚。我们以中国农业企业为样本，通过产品和流程的绿色创新，实证结果验证了人工智能的使用对环境绩效的积极影响。此外，我们的研究结果还发现，绿色文化对人工智能的使用对绿色产品创新的影响具有正向调节作用，并加强了绿色产品创新对人工智能的使用与环境绩效之间关系的正向中介效应。本研究为人工智能赋能绿色创新提供了启示，丰富了对人工智能赋能绿色创新的现有认识，从而为企业实现可持续发展提供了现实意义。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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How does artificial intelligence affect the environmental performance of organizations? The role of green innovation and green culture

Despite the importance of artificial intelligence (AI) in improving environmental performance, the mechanisms and boundary conditions through AI use affects environmental performance remain unclear. Using a sample of Chinese agricultural firms, the empirical results verify the positive impact of AI use on environmental performance via green innovation of product and process. Moreover, our findings reveal that green culture positively moderates the impact of AI use on green product innovation, and it strengthens the positive mediation effect of green product innovation on the relationship between AI use and environmental performance. This study provides insights and enriches the existing understanding of AI-enable green innovation, thus making practical implications for firms to achieve sustainable development.

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来源期刊

Information & Management 工程技术-计算机：信息系统

CiteScore

17.90

自引率

6.10%

发文量

123

审稿时长

1 months

期刊介绍： Information & Management is a publication that caters to researchers in the field of information systems as well as managers, professionals, administrators, and senior executives involved in designing, implementing, and managing Information Systems Applications.