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The Relationship between Environmental Regulation and Green Total Factor Productivity in China: An Empirical Study Based on the Panel Data of 177 Cities

机译:中国环境监管与绿色总因素生产力的关系:基于177个城市面板数据的实证研究

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摘要

Promoting the coordinated development of industrialization and the environment is a goal pursued by all of the countries of the world. Strengthening environmental regulation (ER) and improving green total factor productivity (GTFP) are important means to achieving this goal. However, the relationship between ER and GTFP has been debated in the academic circles, which reflects the complexity of this issue. This paper empirically tested the relationship between ER and GTFP in China by using panel data and a systematic Gaussian Mixed Model (GMM) of 177 cities at the prefecture level. The research shows that the relationship between ER and GTFP is complex, which is reflected in the differences and nonlinearity between cities with different monitoring levels and different economic development levels. (1) The relationship between ER and GTFP is linear and non-linear in different urban groups. A positive linear relationship was found in the urban group with high economic development level, while a U-shaped nonlinear relationship was found in other urban groups. (2) There are differences in the inflection point value and the variable mean of ER in different urban groups, which have different promoting effects on GTFP. In key monitoring cities and low economic development level cities, the mean value of ER had not passed the inflection point, and ER was negatively correlated with GTFP. The mean values of ER variables in the whole sample, the non-key monitoring and the middle economic development level cities had all passed the inflection point, which gradually promoted the improvement of GTFP. (3) Among the control variables of the different city groups, science and technology input and the financial development level mainly had positive effects on GTFP, while foreign direct investment (FDI) and fixed asset investment variables mainly had negative effects.
机译:促进工业化的协调发展和环境是世界各国追求的目标。加强环境监管(ER)并改善绿色总因素生产率(GTFP)是实现这一目标的重要手段。然而,ER和GTFP之间的关系已经在学术界辩论,这反映了这个问题的复杂性。本文通过使用面板数据和177个城市级别的377个城市的系统高斯混合模型(GMM)经验经验测试了中国的ER和GTFP之间的关系。研究表明,ER和GTFP之间的关系复杂,这反映在不同监测水平和不同经济发展水平的城市之间的差异和非线性。 (1)ER和GTFP之间的关系是不同城市组中的线性和非线性。在经济发展水平高的城市集团中发现了一个积极的线性关系,而在其他城市群体中发现了U形非线性关系。 (2)不同城市组中的拐点值和ER的变量均值存在差异,这对GTFP具有不同的促进作用。在关键监测城市和低经济发展水平城市中,ER的平均值没有通过拐点,ER与GTFP负相关。整个样本中的ER变量的平均值,非关键监测和中部经济发展水平城市都通过了拐点,逐渐促进了GTFP的改善。 (3)在不同城市群体的控制变量中,科技投入和金融发展水平主要对GTFP进行了积极影响,而国外直接投资(FDI)和固定资产投资变量主要具有负面影响。

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