金融科技能否为向低碳经济转型铺平道路? 基于机器学习算法的考试
Shuqun Yang1, Shuangshuang Fan2, Muhammad Shahbaz3
1School of Economics and Management, Wenzhou University of Technology, Wenzhou, 325035, China.
Environmental science and pollution research international
|February 26, 2024
概括
金融技术 (金融科技) 显示对中国的U形影响.
科学领域:
- 经济学 经济学 经济学
- 环境科学 环境科学
- 技术研究 技术研究
背景情况:
- 中国的目标是通过绿色增长调整经济和环境系统,实现高质量的发展.
- 金融技术 (金融科技) 的快速发展为可持续发展带来了新的动力.
研究的目的:
- 研究金融科技发展与中国的绿色增长之间的复杂关系.
- 确定金融科技对实现低碳经济的影响的具体性质.
主要方法:
- 利用了2011年至2022年间中国276个城市的面板数据.
- 采用计量经济学模型和机器学习算法进行实证分析.
- 在各种城市类型中进行调解和一致性测试.
主要成果:
- 确定了金融科技与绿色增长之间的U形关系.
- 金融科技最初抑制,然后促进绿色增长超过一定的门.
- 在这种关系中,创新是重要的调解因素.
结论:
- 金融科技在绿色增长中的作用是复杂的,需要战略发展.
- 提供了政策建议,以利用金融科技促进绿色经济扩张.
- 调查结果为金融科技对低碳未来的贡献提供了新的见解.
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