How does internet development affect energy-saving and emission reduction? Evidence from China

被引:370
作者
Wu, Haitao [1 ,2 ]
Xue, Yan [6 ]
Hao, Yu [1 ,2 ,3 ,4 ,5 ]
Ren, Siyu [7 ]
机构
[1] Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Sch Management & Econ, 5 Zhongguancun South St, Beijing 100081, Peoples R China
[3] Beijing Key Lab Energy Econ & Environm Management, Beijing 100081, Peoples R China
[4] Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R China
[5] Collaborat Innovat Ctr Elect Vehicles Beijing, Beijing 100081, Peoples R China
[6] Hunan Univ, Sch Econ & Trade, Changsha 410006, Peoples R China
[7] Nankai Univ, Sch Econ, 94 Weijin St, Tianjin 300071, Peoples R China
基金
中国国家自然科学基金;
关键词
Internet development; Energy saving and emission reduction efficiency; Threshold model; Spatial Durbin model; IV estimation; DID; INFORMATION COMMUNICATION TECHNOLOGY; RESEARCH-AND-DEVELOPMENT; ECONOMIC-GROWTH; ELECTRICITY CONSUMPTION; ENVIRONMENTAL-REGULATION; DECOMPOSITION ANALYSIS; CARBON EMISSIONS; CO2; EMISSIONS; SOUTH-AFRICA; EFFICIENCY;
D O I
10.1016/j.eneco.2021.105577
中图分类号
F [经济];
学科分类号
02 ;
摘要
With the development of information technology and its innovative applications in the field of environmental protection, the role of the internet in energy conservation and emission reduction has become increasingly prominent. Based on panel data from 30 provinces from 2006 to 2017 and 196 cities from 2011 to 2018 in China, this study utilizes the SBM (Slack-Based Measure) model to evaluate energy saving and emission reduction efficiency. The OLS, Spatial Durbin model, threshold model, mediating effect model, and DID (Difference in Difference) model are employed to study the direct effect, spatial spillover effect, nonlinear relationship, transmission mechanism, and policy effect of internet development on energy saving and emission reduction efficiency. The empirical results indicate that internet development has significantly promoted energy saving and emission reduction efficiency. This conclusion still holds after a series of robustness tests, including IV estimation, and the substitution of dependent and independent variables. The gradual DID model based on the quasi natural experiment of "Broadband China" further proves the causal relationship between internet development and energy saving and emission reduction efficiency. Internet development can improve the latter through technological progress, energy structure, human capital, and openness. Interestingly, the impact of internet development on the energy saving and emission reduction efficiency of adjacent areas also has a significantly positive spatial spillover effect, which still exists under the spatial weight matrix of different distances. There is also solid evidence that the impact of internet development on energy saving and emission reduction efficiency is non-linear under different levels of technological progress, energy structure, human capital, and openness.
引用
收藏
页数:21
相关论文
共 138 条
[11]   Are Chinese cities too small? [J].
Au, Chun-Chung ;
Henderson, J. Vernon .
REVIEW OF ECONOMIC STUDIES, 2006, 73 (03) :549-576
[12]   Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development [J].
Bag, Surajit ;
Gupta, Shivam ;
Kumar, Sameer .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 231
[13]  
Bakeman M., 2012, BUSINESS ED INNOVATI, V4, P106
[14]   ICT-specific technological progress in the United Kingdom [J].
Bakhshi, H ;
Larsen, J .
JOURNAL OF MACROECONOMICS, 2005, 27 (04) :648-669
[15]  
Bankole FO, 2011, ELECTR J INF SYS DEV, V48
[16]   Education and Economic Growth: A Meta-Regression Analysis [J].
Benos, Nikos ;
Zotou, Stefania .
WORLD DEVELOPMENT, 2014, 64 :669-689
[17]   Impact of disaggregated ICT capital on electricity intensity in European manufacturing [J].
Bernstein, Ronald ;
Madlener, Reinhard .
APPLIED ECONOMICS LETTERS, 2010, 17 (17) :1691-1695
[18]   Estimation of potential energy saving and carbon dioxide emission reduction in China based on an extended non-radial DEA approach [J].
Bian, Yiwen ;
He, Ping ;
Xu, Hao .
ENERGY POLICY, 2013, 63 :962-971
[19]   Americans Do IT Better: US Multinationals and the Productivity Miracle [J].
Bloom, Nicholas ;
Sadun, Raffaella ;
Van Reenen, John .
AMERICAN ECONOMIC REVIEW, 2012, 102 (01) :167-201
[20]  
Bojnec S, 2009, J COMPUT INFORM SYST, V50, P124