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人工智能对企业绿色创新的影响:"增加数量"和"提高质量"可以并行吗?
Xu Dong1, Na Zhou1, Xiaomeng Zhao2
1School of Economics, Zhengzhou University of Aeronautics, Zhengzhou, 450046, China.
Journal of environmental management
|February 9, 2025
概括
人工智能 (AI) 显著提高了企业绿色创新的数量和质量. 人工智能通过提高人力资本,效率和环境披露来促进绿色创新,特别是在国有和大型公司.
科学领域:
- 商业和经济学 商业和经济学
- 环境科学 环境科学
- 技术管理 技术管理
背景情况:
- 数字化和绿化趋势需要了解企业对人工智能 (AI) 的采用.
- 公司治理在企业如何利用人工智能实现可持续实践方面发挥着至关重要的作用.
- 绿色创新对于企业导航环境法规和市场需求至关重要.
研究的目的:
- 研究人工智能 (AI) 对企业绿色创新的影响.
- 探索人工智能影响绿色创新的潜在机制.
- 检查人工智能对企业创新的缓和因素和更广泛的影响.
主要方法:
- 经验分析使用2007年至2021年中国A股上市公司的样本.
- 检查企业治理对人工智能采用及其创新成果的观点.
- 统计方法以确定因果关系和调解/调节效应.
主要成果:
- 人工智能显著提高了企业绿色创新的数量和质量.
- 机制包括增加人力资本,提高组织效率和更好的环境披露.
- 影响在国有企业和大型企业中更为强烈;人工智能对其他创新产生扩散效应.
结论:
- 人工智能是推动数字和绿色时代企业绿色创新的关键驱动力.
- 可能需要有针对性的政策来最大限度地提高人工智能对绿色创新质量的影响.
- 人工智能集成支持企业的整体创新能力和弹性.
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