数字化转型的中等水平:从绿色总因子生产率的角度来看
1School of Business Administration, Liaoning Technical University, Huludao 125105, China.
Mathematical biosciences and engineering : MBE
|March 8, 2024
概括
数字化转型对绿色总因子生产率 (GTFP) 产生了反向的U形效应. 这种关系是由投资和劳动效率调解的,特别是在大型能源公司.
科学领域:
- 环境经济学环境经济学
- 数字化转型 数字化转型
- 绿色技术 绿色技术是一种绿色技术.
背景情况:
- 数字经济的增长需要了解其对可持续发展的影响.
- 数字化转型与绿色总因子生产率 (GTFP) 之间的关系仍在争论中.
- 实现"双碳"目标需要深入了解经济和环境绩效的驱动因素.
研究的目的:
- 实证地研究数字化转型对中国能源部门GTFP的非线性影响.
- 探索数字化转型影响GTFP的调解机制.
- 检查不同类型和不同地区的企业之间这种关系的异质性.
主要方法:
- 用固定效应模型进行实证分析.
- 分析了中国150家A股上市能源公司 (2011-2021) 的数据.
- 进行了强度测试和机制/异质性分析.
主要成果:
- 确定了数字化转型和GTFP之间的反向U形非线性关系.
- 发现企业的投资效率和劳动力分配效率调解了这种关系.
- 在大规模,新能源和中西部地区的企业中观察到更显著的反转U形效应.
结论:
- 数字化转型对GTFP的影响是复杂的,呈现出最初的上升,随后可能出现下降.
- 提高投资和劳动效率是利用数字化转型实现绿色生产力的关键道.
- 需要针对不同企业部门量身定制的数字战略,以最大限度地提高GTFP的收益并支持可持续的能源发展.
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