数字技术和绿色全要素生产率

IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES
Yan Li, Rui Sun, Yitong Rao
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引用次数: 0

摘要

随着数字经济的快速发展和绿色发展的迫切性,越来越多的研究关注数字经济与绿色发展的关系。然而,现有的研究主要集中在数字经济对绿色全要素生产率的影响上,忽视了数字技术,而数字技术是提高效率实现绿色发展的关键技术。探讨数字技术对绿色全要素生产率的影响,有助于从数字经济的内部视角理解数字经济发展对绿色发展的影响。本文采用基于省级数据的SBM-GML指数测度区域绿色全要素生产率,创新构建了基于中国微观层面ICT专利数据的数字技术指标。采用固定效应模型研究数字技术对绿色全要素生产率的影响,采用调节效应模型考察资本积累的调节效应。结果表明:(1)在国家层面上,数字技术有利于绿色全要素生产率的提高,且结果通过稳健性检验。从动态长期影响的角度看,数字技术发展对绿色全要素生产率的影响呈增强趋势。(2)数字技术对绿色全要素生产率的影响具有异质性。分区域异质性分析结果表明,沿海地区和南方地区的影响更大。外部环境的异质性分析结果表明,经济规模较小的地区、外部经济依存度较低的地区和政府财政干预程度较低的地区的影响更大。(3)资本积累在数字技术对绿色全要素生产率的影响过程中具有调节作用,会抑制数字技术发展对绿色全要素生产率的提升。综上所述,为了更好地发挥数字技术在促进绿色发展中的作用,政府需要构建数字技术交流平台,促进数字技术的平衡发展,扩大内需以减少对资本积累的依赖。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital Technology and Green Total Factor Productivity
Along with the rapid development of digital economy and the urgency of green development, more studies focus on the relationship between digital economy and green development. However, the existing research focuses on the impact of digital economy on green total factor productivity, ignoring digital technology, which is a key technology for improving efficiency to achieve green development. Exploring the impact of digital technologies on green total factor productivity helps to understand the impact of digital economic development on green development from an internal perspective of the digital economy. This paper uses an SBM-GML index to measure regional green total factor productivity based on provincial level data and innovatively constructs digital technology indicators based on micro-level ICT patent data in China. Fixed-effects model is used to study the impact of digital technology on green total factor productivity and moderating model is used to examine the moderating effect of capital accumulation. The results indicate that: (1) At the national level, digital technology is conducive to the improvement of green total factor productivity, and the result passes the robustness test. From a dynamic long-term impact perspective, the effect of digital technology development on green total factor productivity is showing an increasing trend. (2) Digital technology’s effect on green total factor productivity is heterogenous. The results of the subregional heterogeneity analysis indicate that the effect is greater in the coastal regions and southern regions. The results of the heterogeneity analysis of the external environment indicate that the effect is greater in regions with smaller economies, regions with lower external economic dependence, and regions with lower government fiscal intervention. (3) Capital accumulation has moderating effect in the process of digital technology affecting green total factor productivity which will inhibit the improvement of digital technology development on green total factor productivity. Based on the conclusions, to better utilize the role of digital technology in promoting green development, it is necessary for the government to build a digital technology exchange platform, promote the balanced development of digital technology, and expand domestic demand to reduce the dependence on capital accumulation.
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来源期刊
Polish Journal of Environmental Studies
Polish Journal of Environmental Studies 环境科学-环境科学
CiteScore
3.10
自引率
11.10%
发文量
430
审稿时长
4 months
期刊介绍: One of the most important challenges facing the contemporary scientific world are problems connected with environmental protection. Intensive development of industry and agriculture has led to a rise in living standards on one hand, but an increase in environmental degradation on the other. This degradation poses a direct threat to human health and life. Solving these ever-increasing problems which seriously endanger our civilization require the united efforts of scientists and field researchers of many branches. The "Polish Journal of Environmental Studies" publishes original papers and critical reviews on the following subjects: -Basic and applied environmental pollution research, including environmental engineering -Pollution control of atmospheric, water (marine and fresh), soil and biological materials -Determination of harmful substances, including their metabolic breakdown patterns -Analytical methods for metabolic breakdown patterns or other chemical degradation patterns in the environment and in biological samples -Development of new analytical methods, instruments and techniques for controlling pollutants -Circulation of pollutants in the environment and their effect on living organisms -Environmentally oriented catalysis -Hazards to human health and safety -Waste utilization and management -Land reclamation -Conference reports, scientific and technical reports and book reviews
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