从全球角度来看,绿色创新是否能促进环境效率? 一种混合方法 (模糊的DEA-SEM-ANN)
Amogh Ghimire1,2, Sajjad Ali3, Adnan Khan4
1School of Management, Jiangsu University, Zhenjiang, 212013, People's Republic of China.
Environmental science and pollution research international
|September 12, 2023
概括
绿色创新推动了环境效率,并减少了二氧化碳排放. 投资绿色技术,贸易和就业是可持续发展和实现全球环境目标的关键.
科学领域:
- 环境科学 环境科学
- 经济学 经济学 经济学
- 创新研究 研究 创新研究
背景情况:
- 绿色创新对于全球二氧化碳减排和环境效率至关重要.
- 关于绿色创新与环境绩效之间的直接联系的研究有限.
- 由于存在知识差距,需要对绿色创新的影响进行全面分析.
研究的目的:
- 研究绿色创新与环境效率之间的关系.
- 分析绿色贸易,就业和投资对环境绩效的影响.
- 为决策者提供数据驱动的洞察力,以促进绿色技术.
主要方法:
- 使用混合方法,结合模糊数据包围分析 (DEA),结构方程建模 (SEM) 和人工神经网络 (ANN).
- 分析了2010年至2018年间来自64个国家的数据.
- 使用SEM来确定绿色创新驱动因素对环境效率的影响.
主要成果:
- SEM证实,绿色创新,绿色贸易,绿色就业和绿色投资显著提高了环境效率.
- 安恩在环境效率和绿色增长方面实现了完美的预测率.
- 调查结果强调了各种绿色创新来源对长期环境目标的重要性.
结论:
- 绿色创新是环境效率和可持续发展的关键驱动力.
- 政策制定者应该优先分配资源,以开发和整合绿色技术.
- 区域合作和绿色创新的整体整合对于全球环境目标至关重要.
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