|
|
Effects and mechanisms of the digital economy for carbon emission reduction |
WANG Wei-guo1,2, WANG Yong-ling1, FAN Dan1,2 |
1. School of Economics, Dongbei University of Finance and Economics, Dalian 116025, China; 2. Center for Econometric Analysis and Forecasting, Dongbei University of Finance and Economics, Dalian 116025, China |
|
|
Abstract In this paper, the digital economy of 274 prefecture-level and above cities in China from 2011 to 2019 was measured, and the effect of the digital economy on carbon emission reduction and the mechanisms were explored from both theoretical and empirical dimensions. The results showed that the digital economy significantly reduced carbon emissions. Specifically, for every 1% growth of the digital economy, the total and intensity of carbon emissions decreased by 0.491% and 0.966%, respectively. The positive effect of the digital economy became more and more significant over time. This conclusion still held after robustness tests such as selecting historical data as instrumental variables and selecting the "Broadband China" pilot project as a quasi-natural experiment. Eastern, non-resource and regenerative cities were better able to exploit the digital economy dividend and promote carbon emission reduction. The positive impact of the digital economy on carbon emission reduction had a threshold effect due to the difference in population size and innovation capacity of cities. The analysis of the mechanism showed that reducing energy consumption intensity, optimizing industrial structure, promoting technological progress and empowering digital infrastructure were important ways to achieve carbon emission reduction in the digital economy. For every 1% growth of the digital economy, the energy consumption intensity decreased by 0.154%, while the effects of industrial structure upgrading, technological progress and digital infrastructure empowerment increased by 0.835%, 1.032% and 0.351%, respectively.
|
Received: 26 December 2022
|
|
|
|
|
[1] |
Wu H X, Yu C H. The impact of the digital economy on China's economic growth and productivity performance[J]. China Economic Journal, 2022,15(2):153-170.
|
[2] |
杨慧梅,江璐.数字经济、空间效应与全要素生产率[J].统计研究, 2021,38(4):3-15. Yang H M, Jiang L. Digital economy, spatial effects and total factor Productivity[J]. Statistical Research, 2021,38(4):3-15.
|
[3] |
李健,张金林,董小凡.数字经济如何影响企业创新能力:内在机制与经验证据[J].经济管理, 2022,44(8):5-22. Li J, Zhang J L, Dong X F. How digital economy enterprise innovation ability:internal mechanism and empirical evidence[J]. Business and Management Journal, 2022,44(8):5-22.
|
[4] |
许宪春,张美慧.中国数字经济规模测算研究--基于国际比较的视角[J].中国工业经济, 2020,(5):23-41. Xu X C, Zhang M H. Research on the scale measurement of China's digital economy-based on the perspective of international comparison[J]. China Industrial Economics, 2020,(5):23-41.
|
[5] |
韩兆安,赵景峰,吴海珍.中国省际数字经济规模测算、非均衡性与地区差异研究[J].数量经济技术经济究, 2021,38(8):164-181. Han Z A, Zhao J F, Wu H Z. A study on the scale measurement, disequilibrium and regional differences of China's inter-provincial digital economy[J]. Journal of Quantitative & Technological Economics, 2021,38(8):164-181.
|
[6] |
Li Z X, Li N Y, Wen H W. Digital economy and environmental quality:evidence from 217cities in China[J]. Sustainability, 2021,13(14):8058-8070.
|
[7] |
Padmaja B, Narayan S,Purna C P. ICT, foreign direct investment and environmental pollution in major Asia Pacific countries[J]. Environmental Science and Pollution Research, 2021,28(31):1-21.
|
[8] |
Haseeb A, Xia E J, Saud S, et al. Does information and communication technologies improve environmental quality in the era of globalization?An empirical analysis[J]. Environmental science and pollution research international, 2019,26(9):8594-8608.
|
[9] |
Avom D, Nkengfack H, Fotio H K, et al. ICT and environmental quality in Sub-Saharan Africa:Effects and transmission channels[J]. Technological Forecasting & Social Change, 2020,155(C):120028-120040.
|
[10] |
Yang L Y, Zheng J, Han L, et al. Has Information infrastructure reduced carbon emissions?-evidence from panel data analysis of Chinese cities[J]. Buildings, 2022,12(5):619-630.
|
[11] |
赵星.新型数字基础设施的技术创新效应研究[J].统计研究, 2022,39(4):80-92. Zhao X. Research on the technology innovation effect of new digital infrastructure[J]. Statistical Research, 2022,39(4):80-92.
|
[12] |
Zhou X Y, Zhou D Q, Zhao Z Y, et al. A framework to analyze carbon impacts of digital economy:The case of China[J]. Sustainable Production and Consumption, 2022,31:357-369.
|
[13] |
邓荣荣,张翱祥.中国城市数字金融发展对碳排放绩效的影响及机理[J].资源科学, 2021,43(11):2316-2330. Deng R R, Zhang A X. The impact of urban digital finance development on carbon emission performance in China and mechanism[J]. Resources Science, 2021,43(11):2316-2330.
|
[14] |
李治国,王杰.经济集聚背景下数字经济发展如何影响空间碳排放?[J].西安交通大学学报(社会科学版), 2022,42(5):87-97. Li Z G, Wang J. How does the digital economy affect spatial carbon emissions under economic agglomeration?[J]. Journal of Xi'an Jiaotong University (Social Sciences), 2022,42(5):87-97.
|
[15] |
Carlos G, Denis H, Sven S, et al. Future internet technologies for environmental applications[J]. Environmental Modelling and Software, 2016,78:1-15.
|
[16] |
Thorsten K, Josef W. Seeing through the network:Competitive advantage in the digital economy[J]. Journal of Organization Design, 2017,6(1):1-7.
|
[17] |
Wu H T, Hao Y, Ren S Y, et al. Does internet development improve green total factor energy efficiency?Evidence from China[J]. Energy Policy, 2021,153:1-20.
|
[18] |
Ren S Y, Hao Y, Xu L, et al. Digitalization and energy:How does internet development affect China's energy consumption?[J]. Energy Economics, 2021,98:1-15.
|
[19] |
李少林,冯亚飞.区块链如何推动制造业绿色发展?--基于环保重点城市的准自然实验[J].中国环境科学, 2021,41(3):1455-1466. Li S L, Feng Y F. How does blockchain promote the high-quality development of manufacturing?A quasi-natural experiment based on key environmental protection cities[J]. China Environmental Science, 2021,41(3):1455-1466.
|
[20] |
Kou J L, Xu X G. Does internet infrastructure improve or reduce carbon emission performance?--A dual perspective based on local government intervention and market segmentation[J]. Journal of Cleaner Production, 2022,379(2):134789.
|
[21] |
张华明,元鹏飞,朱治双.中国城市人口规模、产业集聚与碳排放[J].中国环境科学, 2021,41(5):2459-2470. Zhang H M, Yuan P F, Zhu Z S. City population size, industrial agglomeration and CO2 emission in Chinese prefectures[J]. China Environmental Science, 2021,41(5):2459-2470.
|
[22] |
Glaeser L E, Kahn E M. The greenness of cities:carbon dioxide emissions and urban development[J]. Journal of urban economics, 2010,67(3):404-418.
|
[23] |
王军,朱杰,罗茜.中国数字经济发展水平及演变测度[J].数量经济技术经济研究, 2021,38(7):26-42. Wang J, Zhu J, Luo Q. Research on the measurement of China's digital economy and characteristics[J]. Journal of Quantitative & Technological Economics, 2021,38(7):26-42.
|
[24] |
张勋,万广华,张佳佳,等.数字经济、普惠金融与包容性增长[J].经济研究, 2019,54(8):71-86. Zhang X, Wan G H, Zhang J J, et al. Digital economy, financial inclusion and inclusive growth[J]. Economic Research Journal, 2019, 54(8):71-86.
|
[25] |
张勋,杨桐,汪晨,等.数字金融发展与居民消费增长:理论与中国实践[J].管理世界, 2020,36(11):48-63. Zhang X, Yang T, Wang C, et al. Digital Finance and household consumption:theory and evidence from China[J]. Journal of Management World, 2020,36(11):48-63.
|
[26] |
林伯强,刘希颖.中国城市化阶段的碳排放:影响因素和减排策略[J].经济研究, 2010,45(8):66-78. Lin B Q, Liu X Y. China's carbon dioxide emissions under the urbanization process:influence factors and abatement policies[J]. Economic Research Journal, 2010,45(8):66-78.
|
[27] |
郑航,叶阿忠.城市群碳排放空间关联网络结构及其影响因素[J].中国环境科学, 2022,42(5):2413-2422. Zheng H, Ye A Z. Spatial association network structure and influencing factors of carbon emission in urban agglomerations[J]. China Environmental Science, 2022,42(5):2413-2422.
|
[28] |
李锴,齐绍洲.贸易开放、经济增长与中国二氧化碳排放[J].经济研究, 2011,46(11):60-72,102. Li K, Qi S Z. Trade openness, economic growth and carbon dioxide emission in China[J]. Economic Research Journal, 2011,46(11):60-72,102.
|
[29] |
钞小静,薛志欣,孙艺鸣.新型数字基础设施如何影响对外贸易升级-来自中国地级及以上城市的经验证据[J].经济科学, 2020,(3):46-59. Chao X J, Xue Z X, Sun Y M. How the new digital infrastructure affects the upgrading of foreign trade:evidence from Chinese cities[J]. Economic Science, 2020,(3):46-59.
|
[30] |
江心英,赵爽.双重环境规制视角下FDI是否抑制了碳排放--基于动态系统GMM估计和门槛模型的实证研究[J].国际贸易问题, 2019,435(3):115-130. Jiang X Y, Zhao S. Does FDI inhibit carbon emissions from the perspective of dual environmental regulation-an empirical study based on dynamic system GMM estimation and threshold model[J]. Journal of International Trade, 2019,435(3):115-130.
|
[31] |
史丹,李少林.排污权交易制度与能源利用效率--对地级及以上城市的测度与实证[J].中国工业经济, 2020,(9):5-23. Shi D, Li S L. Emissions trading system and energy use efficiency-measurements and empirical evidence for cities at and prefecture level[J]. China Industrial Economics, 2020,(9):5-23.
|
[32] |
邵帅,张可,豆建民.经济集聚的节能减排效应:理论与中国经验[J].管理世界, 2019,35(1):36-60,226. Shao S. Zhang K, Dou J M. Effects of economic agglomeration on energy saving and emission reduction:theory and empirical evidence from China[J]. Journal of Management World, 2019,35(1):36-60,226.
|
[33] |
党琳,李雪松,申烁.数字经济、创新环境与合作创新绩效[J].山西财经大学学报, 2021,43(11):1-15. Dang L, Li X S, Shen S. Digital economy, innovation milieu and cooperative innovation performance[J]. Journal of Shanxi University of Finance and Economics, 2021,43(11):1-15.
|
[34] |
江艇.因果推断经验研究中的中介效应与调节效应[J].中国工业经济, 2022,(5):100-120. Jiang T. Mediating effects and moderating effects in causal inference[J]. China Industrial Economics, 2022,(5):100-120.
|
[35] |
Chen Y, Fan Z Y, Gu X M, et al. Arrival of young talent:The Send-Down movement and rural education in China[J]. American Economic Review, 2020,110(11):3393-3430.
|
[36] |
陈诗一.中国碳排放强度的波动下降模式及经济解释[J].世界经济, 2011,34(4):124-143. Chen S Y. Fluctuating decline pattern of carbon emission intensity in China and economic explanation[J]. The Journal of World Economy, 2011,34(4):124-143.
|
[37] |
杨莉莎,朱俊鹏,贾智杰.中国碳减排实现的影响因素和当前挑战--基于技术进步的视角[J].经济研究, 2019,54(11):118-132. Yang L S, Zhu J P, Jia Z J. Influencing factors and current challenges of CO2 emission reduction in China:a perspective based on technological progress[J]. Economic Research Journal, 2019,54(11):118-132.
|
[38] |
薛飞,周民良,刘家旗.数字基础设施降低碳排放的效应研究--基于"宽带中国"战略的准自然实验[J].南方经济, 2022,397(10):19-36. Xue F, Zhou M L, Liu J Q. The effect of digital infrastructure on reducing carbon emissions:quasi natural experiment based on the"broadband China" pilot[J]. South China Journal of Economics, 2022,397(10):19-36.
|
|
|
|