Can the digital economy empower the transportation sector to improve green total factor productivity?

IF 3.1 3区 工程技术 Q2 ENVIRONMENTAL STUDIES
Fuyuan Jia , Saixing Zeng , Xin Gao
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Abstract

The digital economy has the potential to facilitate digitization and green transformation within the transportation sector, but further research is warranted on how it can enhance the sector’s green total factor productivity (GTFP). Utilizing provincial data from China spanning 2013 to 2021, this study investigates the impact of the digital economy on the transportation sector’s GTFP. The findings are as follows: (1) The transportation sector exhibits a U-shaped relationship between the digital economy and GTFP. The inflection point of the U-shaped curve is at 0.441, with 81.11% of the samples falling to the left of this point. It is primarily through technological progress and innovation, rather than changes in technological efficiency, that the digital economy influences the improvement of GTFP. (2) The U-shaped relationship exhibits heterogeneity and varies depending on the mode and content of transportation. The U-shaped relationship is more pronounced in regions with lower total traffic volume on highways and railways or higher traffic volume on waterways. For transportation content, DEEI and GTFP show a significant U-shaped relationship in areas with high traffic volumes of passengers and freights. (3) Government intervention can attenuate the U-shaped relationship, which leads to a flatter curve. The market-driven level has the capability to strengthen the U-shaped relationship, resulting in a steeper curve. In conclusion, these findings contribute to deeper insights into the U-shaped relationship between the digital economy and GTFP, offering valuable guidance for policymakers seeking to improve GTFP in the transportation sector.
数字经济能否增强交通部门提高绿色全要素生产率的能力?
数字经济具有促进交通运输业数字化和绿色转型的潜力,但如何提高交通运输业的绿色全要素生产率(GTFP)还需要进一步研究。本研究利用中国 2013 年至 2021 年的省级数据,探讨了数字经济对交通运输行业全要素生产率的影响。研究结果如下(1) 交通运输行业的数字经济与 GTFP 之间呈现 U 型关系。U 型曲线的拐点在 0.441 处,81.11%的样本位于拐点左侧。数字经济主要通过技术进步和创新,而不是技术效率的变化来影响 GTFP 的提高。(2) U 型关系表现出异质性,因运输方式和运输内容而异。在公路和铁路总运输量较低或水路运输量较高的地区,U 型关系更为明显。就运输内容而言,在客运和货运交通量大的地区,DEEI 和 GTFP 呈明显的 U 型关系。(3) 政府干预可以减弱 U 型关系,使曲线更加平坦。市场驱动水平有能力加强 U 型关系,导致曲线更陡峭。总之,这些研究结果有助于深入理解数字经济与 GTFP 之间的 U 型关系,为决策者改善交通部门的 GTFP 提供有价值的指导。
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来源期刊
CiteScore
8.90
自引率
2.60%
发文量
56
期刊介绍: The International Journal of Sustainable Transportation provides a discussion forum for the exchange of new and innovative ideas on sustainable transportation research in the context of environmental, economical, social, and engineering aspects, as well as current and future interactions of transportation systems and other urban subsystems. The scope includes the examination of overall sustainability of any transportation system, including its infrastructure, vehicle, operation, and maintenance; the integration of social science disciplines, engineering, and information technology with transportation; the understanding of the comparative aspects of different transportation systems from a global perspective; qualitative and quantitative transportation studies; and case studies, surveys, and expository papers in an international or local context. Equal emphasis is placed on the problems of sustainable transportation that are associated with passenger and freight transportation modes in both industrialized and non-industrialized areas. All submitted manuscripts are subject to initial evaluation by the Editors and, if found suitable for further consideration, to peer review by independent, anonymous expert reviewers. All peer review is single-blind. Submissions are made online via ScholarOne Manuscripts.
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