这是一把双刃剑? 数字技术对环境法规驱动的绿色转型产生的异质影响
1China Institute of Regulation Research, Zhejiang University of Finance & Economics, Zhejiang Province, Hangzhou, 310018, China.
Journal of environmental management
|June 3, 2025
概括
数字化转型增强了环境法规.
科学领域:
- 环境经济学环境经济学
- 数字化转型 数字化转型
- 绿色发展绿色发展
背景情况:
- 中国的双碳目标需要企业绿色转型,以实现高质量的经济发展.
- 现有的研究往往将数字技术视为一个统一的变量,忽视异构的影响.
- 特定数字技术在调解环境法规对绿色转型的影响方面的细微作用仍未得到充分探索.
研究的目的:
- 系统地检查环境法规如何通过数字赋权影响企业的绿色转型.
- 区分各种数字技术对这种关系的影响.
- 为有针对性的政策制定和企业战略提供见解.
主要方法:
- 利用了2012年至2022年的中国企业数据.
- 采用差异差异和值回归模型.
- 分析了不同数字技术 (人工智能,云计算,大数据) 和它们的组合的调节效应.
主要成果:
- 数字化转型加强了环境法规的成本和创新补偿效应.
- 人工智能显示出负面的缓解效应,表明适应性问题.
- 云计算显著增强了环境法规的积极影响,证明了成熟度.
- 大数据技术主要促进创新补偿效应,反映应用程序偏好.
- 数字技术的组合没有产生协同效应,突出了吸收能力和组织变革的挑战.
结论:
- 数字技术显著影响环境法规对绿色转型的有效性,但影响因技术而异.
- 企业在整合多种数字工具和调整它们以获得最佳绿色转型成果方面面临着挑战.
- 研究结果为决策者和企业提供了宝贵的参考资料,旨在优化中国的绿色转型战略.
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