利用大数据实现环境可持续性:来自中国绿色转型倡议的证据
1School of Statistics and Data Science, Lanzhou University of Finance and Economics, Lanzhou, 730020, China; School of Accounting, Lanzhou University of Finance and Economics, Lanzhou, 730101, China.
Journal of environmental management
|August 10, 2025
概括
大数据的发展大大促进了企业的绿色转型. 这可以通过提高ESG绩效,绿色创新和先进的工业结构来实现,特别是有利于较小,创新的公司.
科学领域:
- 环境科学 环境科学
- 经济学 经济学 经济学
- 企业管理 企业管理
背景情况:
- 企业绿色转型对于可持续发展至关重要.
- 大数据在推动环境战略中的作用越来越被认可.
- 了解大数据和绿色倡议之间的因果关系对于政策和实践至关重要.
研究的目的:
- 调查大数据开发对企业绿色转型的因果关系.
- 确定大数据影响绿色倡议的机制.
- 检查影响这种关系的调节因素.
主要方法:
- 使用来自A股上市公司的平衡面板数据 (2009-2021年).
- 采用国家大数据综合试验区政策作为因果推理的外源性冲击.
- 进行回归分析以评估影响和调解途径.
主要成果:
- 大数据试点区的公司显示显著增强绿色转型.
- 对于较小,专业化,创新和独特的企业来说,积极的影响更为强烈.
- 竞争激烈和资本密集型行业也显示出明显的影响.
结论:
- 大数据开发是企业绿色转型的关键驱动力.
- 这些机制包括改善环境,社会和治理 (ESG) 绩效,加强绿色协作创新和工业结构进步.
- 政策影响表明,利用大数据倡议来促进可持续的商业实践.
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