IDEAS home Printed from https://ideas.repec.org/a/sae/enejou/v45y2024i2p49-70.html
   My bibliography  Save this article

How Does Industrial Intellectualization Affect Energy Intensity? Evidence from China

Author

Listed:
  • Haitao Wu
  • Ruohan Zhong
  • Zhen Wang
  • Yuanfeng Qu
  • Xiaodong Yang
  • Yu Hao

Abstract

Since the 21st century, as the digital economy has flourished and the Fourth Industrial Revolution has deepened, emerging technologies have exerted a significant influence on social development, leading to the rapid informatization and digitalization of society. Therefore, in the digital age, industrial intellectualization and energy intensity may interact. In this study, an industrial intelligent system is constructed considering three aspects, and the relationship is explored between industrial intellectualization and energy intensity from 2006 to 2018 in China. Industrial intellectualization can effectively improve energy efficiency and thus restrain energy intensity with a significant lag effect. In addition, China’s energy intensity is highly spatially autocorrelated and spatially agglomerated. The negative spatial spillover effect of industrial intellectualization on energy intensity is also of concern. Finally, the nonlinear effects of industrial intellectualization on energy intensity are comprehensively analyzed under different levels of economic growth, technological progress, industrial restructuring, educational progress, financial development, and environmental regulation.

Suggested Citation

  • Haitao Wu & Ruohan Zhong & Zhen Wang & Yuanfeng Qu & Xiaodong Yang & Yu Hao, 2024. "How Does Industrial Intellectualization Affect Energy Intensity? Evidence from China," The Energy Journal, , vol. 45(2), pages 49-70, March.
  • Handle: RePEc:sae:enejou:v:45:y:2024:i:2:p:49-70
    DOI: 10.5547/01956574.45.2.hawu
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.5547/01956574.45.2.hawu
    Download Restriction: no

    File URL: https://libkey.io/10.5547/01956574.45.2.hawu?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. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    2. Maria Elisa Belfiori, 2021. "Fossil Fuel Subsidies, the Green Paradox and the Fiscal Paradox," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 1).
    3. Baiardi, Donatella, 2020. "Do sustainable energy policies matter for reducing air pollution?," Energy Policy, Elsevier, vol. 140(C).
    4. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    5. Danish, & Ulucak, Recep, 2021. "A revisit to the relationship between financial development and energy consumption: Is globalization paramount?," Energy, Elsevier, vol. 227(C).
    6. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    7. Jakob B. Madsen & James B. Ang, 2016. "Finance-Led Growth in the OECD since the Nineteenth Century: How Does Financial Development Transmit to Growth?," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 552-572, July.
    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).
    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. Lin, Boqiang & Xu, Chongchong, 2024. "The effects of industrial robots on firm energy intensity: From the perspective of technological innovation and electrification," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    2. Xiaoli Hao & Shufang Wen & Jianing Zhu & Haitao Wu & Yu Hao, 2024. "Can business managerial capacity improve green innovation in different industries? Evidence from Chinese listed companies," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2600-2620, March.
    3. Cao, Qian & Feng, Zhiying & Yang, Runze & Yang, Cunyi, 2024. "Conflict and natural resource condition: An examination based on national power heterogeneity," Resources Policy, Elsevier, vol. 89(C).
    4. Zhu, Hongge & Fang, Shuyi & Zhang, Shaopeng & Zhang, Xiaolei & Tian, Yuchen, 2024. "Effects of social capital on energy poverty: Evidence from the national key ecological function zones in Northeast China," Energy, Elsevier, vol. 304(C).
    5. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    6. Ongo Nkoa, Bruno Emmanuel & Fonguen-Kong-Ngoh, Arnaud Barnabé, 2024. "Industrialisation in Africa: The role of energy transition," Energy Policy, Elsevier, vol. 193(C).
    7. Jin, Yi & Liu, Sinuo & Sun, Yongping & Fang, Jie, 2024. "Energy transition and housing market bubbles: Evidence from prefecture cities in China," Energy Economics, Elsevier, vol. 133(C).
    8. Su, Zhaoxian & Wang, Hao & Zhao, Guanqi & Xie, Chunyu, 2024. "How digital government mediate the influence of fossil fuels on green innovation: Evidence from China's a-share industrial enterprises," Resources Policy, Elsevier, vol. 91(C).
    9. Vaclovas Miskinis & Arvydas Galinis & Inga Konstantinaviciute & Viktorija Bobinaite & Jarek Niewierowicz & Eimantas Neniskis & Egidijus Norvaisa & Dalius Tarvydas, 2025. "Key Determinants of Energy Intensity and Greenhouse Gas Emission Savings in Commercial and Public Services in the Baltic States," Energies, MDPI, vol. 18(3), pages 1-26, February.

    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. Lulu Wang & Leyi Chen, 2024. "Resource dependence and air pollution in China: Do the digital economy, income inequality, and industrial upgrading matter?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 2069-2109, January.
    2. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
    3. Luo, Yusen & Lu, Zhengnan & Wu, Chao, 2023. "Can internet development accelerate the green innovation efficiency convergence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    4. Shuming Ren & Lianqing Li & Yueqi Han & Yu Hao & Haitao Wu, 2022. "The emerging driving force of inclusive green growth: Does digital economy agglomeration work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1656-1678, May.
    5. Tianchu Feng & Andrea Appolloni & Jiayu Chen, 2024. "How does corporate digital transformation affect carbon productivity? Evidence from Chinese listed companies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(12), pages 31425-31445, December.
    6. Mengyao Liu & Yan Hou & Hongli Jiang, 2023. "The Energy-Saving Effect of E-Commerce Development—A Quasi-Natural Experiment in China," Energies, MDPI, vol. 16(12), pages 1-22, June.
    7. Ding, Qian & Huang, Jianbai & Chen, Jinyu & Tao, Dali, 2023. "Internet development and renewable energy technological innovation: Does institutional quality matter?," Renewable Energy, Elsevier, vol. 218(C).
    8. Wang, Jianda & Dong, Kangyin & Sha, Yezhou & Yan, Cheng, 2022. "Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    9. Wang, Ke-Liang & Sun, Ting-Ting & Xu, Ru-Yu & Miao, Zhuang & Cheng, Yun-He, 2022. "How does internet development promote urban green innovation efficiency? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    10. Ya Wu & Yin Liu, 2025. "How does the digital economy affect urban CO2 emissions? Mechanism discussion and empirical test," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 14097-14122, June.
    11. Lee, Chien-Chiang & He, Zhi-Wen & Xiao, Fu, 2022. "How does information and communication technology affect renewable energy technology innovation? International evidence," Renewable Energy, Elsevier, vol. 200(C), pages 546-557.
    12. Zihao Lin, 2024. "Can digital transformation curtail carbon emissions? Evidence from a quasi-natural experiment," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    13. Henryk Dzwigol & Aleksy Kwilinski & Oleksii Lyulyov & Tetyana Pimonenko, 2024. "Digitalization and Energy in Attaining Sustainable Development: Impact on Energy Consumption, Energy Structure, and Energy Intensity," Energies, MDPI, vol. 17(5), pages 1-17, March.
    14. Qiaozhe Guo & Chengxuan Geng & Nengzhi Yao & Lexin Zhao, 2024. "Can digital infrastructure enhance economic efficiency? Evidence from China," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(2), pages 1729-1752, April.
    15. Peng, Hui & Lu, Yaobin & Wang, Qunwei, 2023. "How does heterogeneous industrial agglomeration affect the total factor energy efficiency of China's digital economy," Energy, Elsevier, vol. 268(C).
    16. Bai, Ling & Guo, Tianran & Xu, Wei & Liu, Yaobin & Kuang, Ming & Jiang, Lei, 2023. "Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model," Energy Policy, Elsevier, vol. 183(C).
    17. Kangni Lyu & Shuwang Yang & Kun Zheng & Yao Zhang, 2023. "How Does the Digital Economy Affect Carbon Emission Efficiency? Evidence from Energy Consumption and Industrial Value Chain," Energies, MDPI, vol. 16(2), pages 1-20, January.
    18. Wen, Huwei & Liang, Weitao & Lee, Chien-Chiang, 2022. "Urban broadband infrastructure and green total-factor energy efficiency in China," Utilities Policy, Elsevier, vol. 79(C).
    19. Lin Wang & Yugang He & Renhong Wu, 2024. "Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability," Energies, MDPI, vol. 17(4), pages 1-25, February.
    20. Liao, Kaicheng & Liu, Juan, 2024. "Digital infrastructure empowerment and urban carbon emissions: Evidence from China," Telecommunications Policy, Elsevier, vol. 48(6).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:2:p:49-70. 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.