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人工智能应用如何影响企业的碳减排绩效?

Ying Wang1, Fangming Xie2, Bing Zhang3

  • 1Business School, Hohai University, Nanjing, 211100, China.

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人工智能 (AI) 的采用大大提高了企业的碳减排性能 (CRP). 人工智能通过促进绿色创新,增强环境披露和缓解融资,帮助企业可持续性来推动这一点.

关键词:
人工智能的人工智能是人工智能.减少碳排放的性能表现环境可持续性 环境可持续性绿色创新是一种绿色创新.

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科学领域:

  • 环境科学 环境科学
  • 企业管理 企业管理
  • 技术与创新 技术与创新

背景情况:

  • 企业是通过低碳转型实现全球碳中和目标的关键.
  • 气候治理越来越依赖于企业的可持续发展战略.
  • 数字技术,如人工智能,正在成为环境绩效的关键工具.

研究的目的:

  • 调查人工智能 (AI) 应用对企业碳减排绩效 (CRP) 的影响.
  • 确定人工智能影响企业环境责任的机制.
  • 探索AI在不同类型的公司和监管环境中的有效性变化.

主要方法:

  • 利用了2009年至2022年中国A股上市公司的面板数据集.
  • 采用计量经济学分析来评估人工智能采用和CRP之间的关系.
  • 进行了机制和异质性分析,以了解因果路径和上下文因素.

主要成果:

  • 人工智能应用对企业CRP产生了显著的积极影响.
  • 关键机制包括促进绿色创新,改善环境信息披露,减轻融资限制.
  • 对于国有企业,高污染企业,技术密集型行业以及在监管更严格的地区的企业来说,积极影响更为强烈.

结论:

  • 人工智能采用是提高企业碳减排绩效的重要策略.
  • 由人工智能驱动的数字化转型支持可持续的企业发展和气候治理.
  • 政策指导应使技术创新与气候目标保持一致,以促进环境可持续性.