人工智能对污染排放强度的影响-来自中国的证据
Peiya Zhao1, Yu Gao2,3, Xue Sun1
1School of Economics and Management, Northwest University, Xi'an, 710127, People's Republic of China.
概括
人工智能 (AI) 显著降低了中国的污染排放强度. 人工智能通过技术创新和工业结构升级来降低排放,合理化是关键.
科学领域:
- 环境科学 环境科学
- 经济学 经济学 经济学
- 技术研究 技术研究
背景情况:
- 人工智能 (AI) 对可持续的经济发展和技术进步至关重要.
- 了解人工智能对污染等环境因素的影响对于政策制定至关重要.
研究的目的:
- 研究人工智能对中国污染排放强度的影响和机制.
- 分析人工智能如何影响经济发展和环境可持续性.
主要方法:
- 利用了来自中国30个省份 (2006-2019) 的面板数据.
- 采用固定效应模型,变量替代,内源分析和稳定性检查.
- 应用调解效应模型来识别传输机制.
主要成果:
- 人工智能显著降低了污染排放强度,每10%的人工智能利用率增加6.63%的减少.
- 人工智能通过工业结构的合理化和进步来减少排放.
- 人工智能的积极影响在技术密集型行业和西部地区更为强烈.
结论:
- 人工智能是缓解中国污染排放强度的有效工具.
- 工业结构合理化是人工智能减少排放的主要机制.
- 在特定行业和地区针对性地实施人工智能可以提高环境效益.
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