Exploring the impact of the digital economy on green total factor productivity in China: A spatial econometric perspective

被引:19
作者
Sun, Xin [1 ]
Jiang, Ke [1 ]
Cui, Zhikun [2 ]
Xu, Jilan [3 ]
Zhao, Xin [1 ]
机构
[1] Anhui Univ Finance & Econ, Sch Stat & Appl Math, Bengbu, Peoples R China
[2] Shanghai Customs Coll, Sch Publ Econ, Shanghai, Peoples R China
[3] Shanghai Univ Finance & Econ, Sch Urban & Reg Sci, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
spatial heterogeneity; green total factor productivity; spatial measurement; moderating effect; SBM; GROWTH; CONSUMPTION; INFORMATION; EMISSIONS; ICT;
D O I
10.3389/fenvs.2022.1097944
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The digital economy is considered a driving force of green economic development. However, only a few studies have examined the relationship between the digital economy and green total factor productivity (GTFP). According to the principal component method and super-efficient Slacks-based measure model, the digital economy level and green total factor productivity GTFP were measured for China's provinces based on panel data from 2013 to 2019. The spatial econometric model was then used to analyze the effects of the digital economy level on green total factor productivity GTFP. Results showed that the overall level of green total factor productivity GTFP maintained a steady growth trend, with an average yearly growth of 4.19%. Significant regional differences reflecting the development characteristics of eastern, central, and western regions were also observed. Most provinces showed either high or low values of both green total factor productivity GTFP and digital economic development thereby revealing spatial heterogeneity for the different provinces and cities. The spatial Durbin model showed that the digital economy had a significant direct effect (0.1498) and spatial spillover effect (0.3438) on green total factor productivity GTFP, the latter being greater than the former, with this conclusion supported by the robustness test. Technological innovation positively regulates the contribution of the region's digital economy to green total factor productivity GTFP and negatively regulates the spatial spillover of the digital economy to green total factor productivity GTFP in neighboring regions.
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页数:14
相关论文
共 61 条
[1]   Testing the consistency and feasibility of the standard Malmquist-Luenberger index: Environmental productivity in world air emissions [J].
Aparicio, Juan ;
Barbero, Javier ;
Kapelko, Magdalena ;
Pastor, Jesus T. ;
Zofio, Jose L. .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 196 :148-160
[2]   Necessity as the mother of "green' inventions: Institutional pressures and environmental innovations [J].
Berrone, Pascual ;
Fosfuri, Andrea ;
Gelabert, Liliana ;
Gomez-Mejia, Luis R. .
STRATEGIC MANAGEMENT JOURNAL, 2013, 34 (08) :891-909
[3]   Opening up, international trade, and green technology progress [J].
Cao, Binru ;
Wang, Shuhong .
JOURNAL OF CLEANER PRODUCTION, 2017, 142 :1002-1012
[4]  
Chen G., 2022, China Industrial Economics, V8, P118, DOI [10.19581/j.cnki.ciejournal.2022.08.007, DOI 10.19581/J.CNKI.CIEJOURNAL.2022.08.007]
[5]   Is the digital economy driving clean energy development? -New evidence from 276 cities in China [J].
Chen, Pengyu .
JOURNAL OF CLEANER PRODUCTION, 2022, 372
[6]   'Green' productivity growth in China's industrial economy [J].
Chen, Shiyi ;
Golley, Jane .
ENERGY ECONOMICS, 2014, 44 :89-98
[7]   Can information and communication technology reduce CO2 emission? A quantile regression analysis [J].
Chen, Xiaohong ;
Gong, Xiaomei ;
Li, Dayuan ;
Zhang, Jiaping .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2019, 26 (32) :32977-32992
[8]   Productivity and undesirable outputs: A directional distance function approach [J].
Chung, YH ;
Fare, R ;
Grosskopf, S .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 1997, 51 (03) :229-240
[9]   Internet use encourages pro-environmental behavior: Evidence from China [J].
Gong, Xiaomei ;
Zhang, Jiaping ;
Zhang, Huirong ;
Cheng, Mingwang ;
Wang, Feng ;
Yu, Ning .
JOURNAL OF CLEANER PRODUCTION, 2020, 256
[10]   The effect of social sphere digitalization on green total factor productivity in China: Evidence from a dynamic spatial Durbin model [J].
Gu, Bingmei ;
Liu, Jiaguo ;
Ji, Qiang .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2022, 320