IDEAS home Printed from https://ideas.repec.org/a/sae/enejou/v45y2024i6p107-134.html

Digital Economy and Urban Carbon Emissions: A Quasi-Natural Experiment of the National Big Data Comprehensive Pilot Zone in China

Author

Listed:
  • Liqun Pan
  • Yu Zhang
  • Jing Li
  • Feng Lin

Abstract

In this study, we assess the impact of digital economy development on urban carbon emissions using a difference-in-differences (DID) approach based on the quasi-natural experiment of the national big data comprehensive pilot zone (NBDCPZ) policy and panel data from 168 prefecture-level cities in China from 2006 to 2019. We find that the establishment of NBDCPZ has a significant carbon emission reduction effect. This finding is robust to various sensitivity tests. Further mechanism validation illustrates that the construction of NBDCPZ promotes the regional digital development level and reduces urban carbon emissions through three channels: improving energy efficiency to optimize energy consumption, increasing green total factor productivity, and promoting the clustering of high-tech industries. The heterogeneity analysis concludes that the carbon emission reduction effect of NBDCPZ policy varies with different regional locations and different city characteristics. Moreover, using spatial models, we find that the positive impact is characterized by spatial spillover effect. The findings provide detailed empirical evidence to formulate urban development strategies for enabling carbon reduction of the digital economy. JEL Classification: O30, Q53, Q55, Q58, R10

Suggested Citation

  • Liqun Pan & Yu Zhang & Jing Li & Feng Lin, 2024. "Digital Economy and Urban Carbon Emissions: A Quasi-Natural Experiment of the National Big Data Comprehensive Pilot Zone in China," The Energy Journal, , vol. 45(6), pages 107-134, November.
  • Handle: RePEc:sae:enejou:v:45:y:2024:i:6:p:107-134
    DOI: 10.1177/01956574241280816
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/01956574241280816
    Download Restriction: no

    File URL: https://libkey.io/10.1177/01956574241280816?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ning Xu & He Zhang & Tixin Li & Xiao Ling & Qian Shen, 2022. "How Big Data Affect Urban Low-Carbon Transformation—A Quasi-Natural Experiment from China," IJERPH, MDPI, vol. 19(23), pages 1-16, December.
    2. repec:aen:journl:ej37-1-pineau is not listed on IDEAS
    3. Wang, Qunwei & Su, Bin & Sun, Jiasen & Zhou, Peng & Zhou, Dequn, 2015. "Measurement and decomposition of energy-saving and emissions reduction performance in Chinese cities," Applied Energy, Elsevier, vol. 151(C), pages 85-92.
    4. repec:aen:journl:1999v20-03-a04 is not listed on IDEAS
    5. Etienne Billette de Villemeur & Pierre-Olivier Pineau, 2016. "Integrating Thermal and Hydro Electricity Markets: Economic and Environmental Costs of not Harmonizing Pricing Rules," The Energy Journal, , vol. 37(1), pages 77-100, January.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    7. Fei, Li & Dong, Suocheng & Xue, Li & Liang, Quanxi & Yang, Wangzhou, 2011. "Energy consumption-economic growth relationship and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 39(2), pages 568-574, February.
    8. Wu, Haitao & Xue, Yan & Hao, Yu & Ren, Siyu, 2021. "How does internet development affect energy-saving and emission reduction? Evidence from China," Energy Economics, Elsevier, vol. 103(C).
    9. Andy S. Kydes, 1999. "Energy Intensity and Carbon Emission Responses to Technological Change: The U.S. Outlook," The Energy Journal, , vol. 20(3), pages 93-121, July.
    10. Xu, Shi-Chun & He, Zheng-Xia & Long, Ru-Yin, 2014. "Factors that influence carbon emissions due to energy consumption in China: Decomposition analysis using LMDI," Applied Energy, Elsevier, vol. 127(C), pages 182-193.
    11. repec:aen:journl:32-3-a08 is not listed on IDEAS
    12. Bag, Surajit & Pretorius, Jan Ham Christiaan & Gupta, Shivam & Dwivedi, Yogesh K., 2021. "Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    13. Kearsley, Aaron & Riddel, Mary, 2010. "A further inquiry into the Pollution Haven Hypothesis and the Environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 69(4), pages 905-919, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. You, Jiansheng, 2026. "Does digital governance improve urban carbon balance? Evidence from China’s e-governance pilot," Economic Analysis and Policy, Elsevier, vol. 89(C), pages 606-625.
    2. Yuqian Zhang & Yixuan Wang & Chenchen Su & Jiahong Guo & Chen Xu, 2025. "Assessing the impact of China's National Big Data Comprehensive Pilot Zone policy on agricultural carbon emissions," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(5), pages 242-253.
    3. Wang, Wenchao & Liu, Yang & Dong, Xiucheng, 2025. "Digital infrastructure’s environmental Paradox? Evidence from China’s national big data comprehensive pilot zones," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 281-307.
    4. Shoufu Lin & Quan Lin & Qian Wang & Chenyong Shi & Marcel Ausloos, 2025. "Driving Green Transformation Through the National Digital Economy Innovation Pilot: A Quasi-Experimental Study on Reducing Urban Energy Intensity in 282 Chinese Cities," Sustainability, MDPI, vol. 17(13), pages 1-21, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Peng, Yue & Wang, Wei & Zhen, Shangsong & Liu, Yunqiang, 2024. "Does digitalization help green consumption? Empirical test based on the perspective of supply and demand of green products," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    2. Liao, Kaicheng & Liu, Juan, 2024. "Digital infrastructure empowerment and urban carbon emissions: Evidence from China," Telecommunications Policy, Elsevier, vol. 48(6).
    3. Zhang, Wei & Liu, Xuemeng & Wang, Die & Zhou, Jianping, 2022. "Digital economy and carbon emission performance: Evidence at China's city level," Energy Policy, Elsevier, vol. 165(C).
    4. Shaojian Wang & Chuanglin Fang & Guangdong Li, 2015. "Spatiotemporal Characteristics, Determinants and Scenario Analysis of CO2 Emissions in China Using Provincial Panel Data," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-23, September.
    5. Cao, June & Huang, Zijie & Kristanto, Ari Budi, 2025. "From bytes to blooms: Tech-driven transformation and green revenues," Energy Economics, Elsevier, vol. 144(C).
    6. Feng, Chao & Zhang, Hua & Huang, Jian-Bai, 2017. "The approach to realizing the potential of emissions reduction in China: An implication from data envelopment analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 859-872.
    7. Ma, Ruiyang & Lin, Boqiang, 2023. "Digitalization and energy-saving and emission reduction in Chinese cities: Synergy between industrialization and digitalization," Applied Energy, Elsevier, vol. 345(C).
    8. Wang, Qunwei & Wang, Yizhong & Zhou, P. & Wei, Hongye, 2017. "Whole process decomposition of energy-related SO2 in Jiangsu Province, China," Applied Energy, Elsevier, vol. 194(C), pages 679-687.
    9. Xianrui Liao & Wei Yang & Yichen Wang & Junnian Song, 2019. "Uncovering Variations, Determinants, and Disparities of Multisector-Level Final Energy Use of Industries Across Cities," Sustainability, MDPI, vol. 11(6), pages 1-16, March.
    10. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
    11. Shao, Shuai & Liu, Jianghua & Geng, Yong & Miao, Zhuang & Yang, Yingchun, 2016. "Uncovering driving factors of carbon emissions from China’s mining sector," Applied Energy, Elsevier, vol. 166(C), pages 220-238.
    12. Muhammad Tariq Majeed & Maria Mazhar & Isma Samreen & Aisha Tauqir, 2022. "Economic complexities and environmental degradation: evidence from OECD countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5846-5866, April.
    13. Chai, Jingxia & Wu, Haitao & Hao, Yu, 2022. "Planned economic growth and controlled energy demand: How do regional growth targets affect energy consumption in China?," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    14. Sun, Jiasen & Li, Guo & Wang, Zhaohua, 2018. "Optimizing China’s energy consumption structure under energy and carbon constraints," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 57-72.
    15. Gozgor, Giray & Can, Muhlis, 2016. "Does Export Product Quality Matter for CO2 Emissions? Evidence from China," MPRA Paper 71873, University Library of Munich, Germany.
    16. Zhou, D.Q. & Wang, Qunwei & Su, B. & Zhou, P. & Yao, L.X., 2016. "Industrial energy conservation and emission reduction performance in China: A city-level nonparametric analysis," Applied Energy, Elsevier, vol. 166(C), pages 201-209.
    17. Hongze Li & Bingkang Li & Hao Lu, 2017. "Carbon Dioxide Emissions, Economic Growth, and Selected Types of Fossil Energy Consumption in China: Empirical Evidence from 1965 to 2015," Sustainability, MDPI, vol. 9(5), pages 1-14, April.
    18. Gabriele Ruiu & Giovanna Gonano, 2020. "Religious Barriers to the Diffusion of Same-sex Civil Unions in Italy," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(6), pages 1185-1203, December.
    19. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
    20. Guido de Blasio & Daniela Vuri, 2019. "Effects of the Joint Custody Law in Italy," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 16(3), pages 479-514, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:enejou:v:45:y:2024:i:6:p:107-134. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.