Tapping into the green potential: The power of artificial intelligence adoption in corporate green innovation drive

被引:17
|
作者
Hussain, Murtaza [1 ]
Yang, Shaohua [1 ]
Maqsood, Umer Sahil [1 ]
Zahid, R. M. Ammar [2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Econ & Finance, Xian, Peoples R China
[2] RMIT Univ, Business Sch, Ho Chi Minh, Vietnam
关键词
artificial intelligence; China; financial analysts; green innovation; ownership; ENVIRONMENTAL INNOVATION; OWNERSHIP; STATE; PERFORMANCE; GOVERNANCE; MANAGEMENT; GENDER; IMPACT; MATTER; CHINA;
D O I
10.1002/bse.3710
中图分类号
F [经济];
学科分类号
02 ;
摘要
In response to growing environmental challenges, there is an urgent need to understand how corporations can leverage new technologies to boost sustainability and eco-innovation. This study addresses this need by investigating Artificial Intelligence adoption (AIA) influence on green innovation (greenovation) performance among Chinese firms as China's expanding digital economy and severe ecological pressures make it unique study context. Specifically, panel data on 8722 firm-year observations from Chinese listed firms from 2008 to 2017 is analyzed to test the relationship. The main findings show that higher AIA is associated with increased greenovation, measured through green patents. This positive effect is more pronounced among privately-owned enterprises versus state-owned enterprises. Additionally, financial analysts are found to strengthen the AI-greennovation link through information dissemination and scrutiny. Importantly, the study findings are robust and validated through a battery of tests, including change regression, instrumental variable methods, propensity score match (PSM), and sysGMM. Overall, this study provides novel empirical evidence that AI holds promise as an enabler of corporate eco-innovation. The findings have crucial implications for research and practice regarding leveraging digital technologies for sustainability, especially in emerging economies like China that is undergoing rapid technological change.
引用
收藏
页码:4375 / 4396
页数:22
相关论文
共 50 条
  • [21] Green Investor Holdings and Corporate Green Technological Innovation
    Zhang, Lin
    Xie, Yamin
    Xu, Dingjie
    SUSTAINABILITY, 2024, 16 (10)
  • [22] The impact of government green subsidies on corporate green innovation
    An, Jin
    He, Guiqian
    Ge, Shilong
    Wu, Shanshan
    FINANCE RESEARCH LETTERS, 2025, 71
  • [23] Green finance pilot reform and corporate green innovation
    Wang, Huaiming
    Du, Dongying
    Tang, Xiaojian
    Tsui, Stephanie
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2023, 11
  • [24] Green finance, investor preferences, and corporate green innovation
    Shi, Ruoying
    Zhou, Hengyi
    Li, Xiangqian
    Miao, Xue 'er
    Zhao, Xing
    FINANCE RESEARCH LETTERS, 2024, 66
  • [25] Managerial green foresight and corporate green technology innovation
    Shao, Yanmin
    Hu, Yiwen
    APPLIED ECONOMICS LETTERS, 2024,
  • [26] The road to green innovation in agriculture: the impact of green agriculture demonstration zone on corporate green innovation
    Heng Sun
    Jiancheng Chen
    Environmental Science and Pollution Research, 2023, 30 : 120340 - 120354
  • [27] The road to green innovation in agriculture: the impact of green agriculture demonstration zone on corporate green innovation
    Sun, Heng
    Chen, Jiancheng
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (57) : 120340 - 120354
  • [28] Can Resource Dependency and Corporate Social Responsibility Drive Green Innovation Performance?
    Wang, Yibo
    Wang, Bocheng
    SUSTAINABILITY, 2024, 16 (11)
  • [29] Can political capital drive corporate green innovation? Lessons from China
    Lin, H.
    Zeng, S. X.
    Ma, H. Y.
    Qi, G. Y.
    Tam, Vivian W. Y.
    JOURNAL OF CLEANER PRODUCTION, 2014, 64 : 63 - 72
  • [30] Does Investor Sentiment Drive Corporate Green Innovation: Evidence from China
    Dong, Li
    Zhang, Xin
    Chen, Jinlong
    SUSTAINABILITY, 2024, 16 (08)