固定效应模型
稳健性(进化)
面板数据
计量经济学
线性回归
相关性
回归分析
维数(图论)
回归
变量
样品(材料)
相关系数
经济
统计
数学
生物化学
化学
几何学
色谱法
纯数学
基因
作者
Xinfeng Dou,Shengpeng Yin
摘要
The fixed effects regression has become an important method for estimating causal effects from panel data. Drawing on a sample of 282 companies in heavily-polluting industries in China from 2018 to 2021, this study utilized the linear fixed effects regression method to empirically examine the relationship between ESG and financial performance. Specifically, the study employed variable replacement and IV-GMM approaches to conduct robustness tests. The empirical results reveal a significant positive correlation between ESG composite scores and financial performance. Among the dimensions (E, S, G), the E dimension shows a significant positive correlation, while the S and G dimensions lack a significant correlation. Notably, the E dimension most prominently promotes financial performance. In China, the impact is significant in the East but not in the Central or Western regions.
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