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Effect of green technology innovation on green total factor productivity in China: Evidence from spatial durbin model analysis

机译:绿色技术创新对我国绿色总因素生产力的影响:空间德宾模型分析的证据

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摘要

Green technology innovation can greatly decline the environmental effects arising from fossil energy consumption. It is an essential way to improve green total factor productivity (GTFP) and achieve China's goal of sustainable development. In this paper, stochastic frontier analysis and Malmquist index methods are applied to estimate provincial GTFPs of China during 2000-2016. Then, Spatial Durbin model is used to find out their spatial effect of green technology innovation on green total factor productivity from regional perspective. Empirical results are as follows: Firstly, it shows an upward trend on the whole while GTFP of eastern region is the highest and that of western region is the lowest. Moran index of GTFPs varies such dynamic trends as 'upward - downward - upward'. Moreover, it is significantly positive and still at the lower-level range. 'High-High' and 'Low-Low' are the dominant spatial clustering types. This indicates that more attention should be paid to spatial arrangements. Secondly, based on the analysis results of Spatial Durbin model, green technology innovation has significant positive effect on its own GTFP variation but negative effects on that of its neighbors during the research period. Thirdly, based on three subsamples results, green technology innovations of eastern and central regions have negative effects on their GTFPs while having positive effects on that of western provinces. Findings can provide spatial references for central government in the policy regarding accelerating high-quality green development. (C) 2020 Elsevier Ltd. All rights reserved.
机译:绿色技术创新可以大大衰落化石能源消耗所产生的环境影响。这是提高绿色总系数生产力(GTFP)的重要方法,实现中国可持续发展的目标。本文在2000 - 2016年期间申请了随机前沿分析和Malmquist指标方法来估算中国省GTFP。然后,空间德国模型用于了解绿色技术创新的空间效果,从区域角度来看绿色总系数生产力。经验结果如下:首先,它显示了整体上升趋势,而东部地区的GTFP是最高的,西部地区最低。 GTFP的莫兰指数因“向上 - >向上”而异。此外,它显着呈正且仍处于较低级别的范围。 '高高'和“低低”是主要的空间聚类类型。这表明应该更多地关注空间安排。其次,基于空间德宾模型的分析结果,绿色技术创新对自己的GTFP变异具有显着的积极影响,而是对研究期间邻国的负面影响。第三,基于三个归属结果,东部和中央地区的绿色技术创新对他们的GTFP产生负面影响,同时对西部省份具有积极影响。调查结果可以为中央政府提供关于加速高质量绿色发展的政策的空间参考。 (c)2020 elestvier有限公司保留所有权利。

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