IDEAS home Printed from https://ideas.repec.org/a/wly/jnddns/v2025y2025i1n9159803.html

The Green Ripple Effect: How Digital Transformation Reduces Carbon Emissions Across Industrial Chains

Author

Listed:
  • Lin Guo
  • Shanna Li
  • Ying Liu
  • Chunyuan Zhang
  • Bin Sang

Abstract

This study examines the impact of digital transformation in focal enterprises on the carbon emission intensity of upstream and downstream firms within industrial chains, particularly in the context of global green and low‐carbon development. The findings reveal that digital transformation significantly reduces carbon emission intensity by 9.97% in upstream enterprises and 11.9% in downstream enterprises, highlighting the substantial spillover effects across the industrial chain. These reductions are driven by three mechanisms: innovation integration, information spillover, and resource allocation. The study also finds that these spillover effects are more pronounced in regions with lower economic growth targets and stricter environmental regulations, particularly in central‐eastern China. Additionally, the research identifies significant industry heterogeneity, with varying spillover effects across different industrial sectors. This research offers valuable policy insights for leveraging digital transformation to promote green and low‐carbon industrial transformations, especially in developing countries.

Suggested Citation

  • Lin Guo & Shanna Li & Ying Liu & Chunyuan Zhang & Bin Sang, 2025. "The Green Ripple Effect: How Digital Transformation Reduces Carbon Emissions Across Industrial Chains," Discrete Dynamics in Nature and Society, John Wiley & Sons, vol. 2025(1).
  • Handle: RePEc:wly:jnddns:v:2025:y:2025:i:1:n:9159803
    DOI: 10.1155/ddns/9159803
    as

    Download full text from publisher

    File URL: https://doi.org/10.1155/ddns/9159803
    Download Restriction: no

    File URL: https://libkey.io/10.1155/ddns/9159803?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. Reinartz, Werner & Wiegand, Nico & Imschloss, Monika, 2019. "The impact of digital transformation on the retailing value chain," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 350-366.
    2. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    3. Long Xue & Qianyu Zhang & Xuemang Zhang & Chengyu Li, 2022. "Can Digital Transformation Promote Green Technology Innovation?," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
    4. Ding, Jiantao & Yin, Yingkai & Kuang, Jinsong & Ding, Dezhi & Madsen, Dag.Øivind & Yang, Kunyu, 2024. "The impact of enterprise digital transformation on financial mismatch: Empirical evidence from listed companies in China," Finance Research Letters, Elsevier, vol. 66(C).
    5. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    6. Pengyu Yang & Kejia Guo & Jing Jia & Yulin Yin, 2024. "Corporate digital transformation and carbon emission intensity: Empirical evidence from listed companies in China," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-26, December.
    7. Yu, Jian & Shi, Xunpeng & Guo, Dongmei & Yang, Longjian, 2021. "Economic policy uncertainty (EPU) and firm carbon emissions: Evidence using a China provincial EPU index," Energy Economics, Elsevier, vol. 94(C).
    8. Yang, Gangqiang & Nie, Yiming & Li, Honggui & Wang, Haisen, 2023. "Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities," International Journal of Production Economics, Elsevier, vol. 263(C).
    9. Wang, Bin & Yu, Minxiu & Zhu, Yucheng & Bao, Pinjuan, 2021. "Unveiling the driving factors of carbon emissions from industrial resource allocation in China: A spatial econometric perspective," Energy Policy, Elsevier, vol. 158(C).
    10. Rui Li & Jing Rao & Liangyong Wan, 2022. "The digital economy, enterprise digital transformation, and enterprise innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2875-2886, October.
    11. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    12. Dongmin Kong & Chen Lin & Lai Wei & Jian Zhang, 2022. "Information Accessibility and Corporate Innovation," Management Science, INFORMS, vol. 68(11), pages 7837-7860, November.
    Full references (including those not matched with items on IDEAS)

    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. Anhang Chen & Huiqin Zhang & Yuxiang Zhang & Junwei Zhao, 2024. "Manufacturers’ digital transformation under carbon cap-and-trade policy: investment strategy and environmental impact," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    2. Boqiang Lin & Yongjing Xie, 2024. "Impacts of digital transformation on corporate green technology innovation: Do board characteristics play a role?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1741-1755, May.
    3. Katrin Hussinger & Lorenzo Palladini, 2024. "Information accessibility and knowledge creation: the impact of Google’s withdrawal from China on scientific research," Industry and Innovation, Taylor & Francis Journals, vol. 31(6), pages 753-783, July.
    4. Zhao, Fang & Jiang, Guoliang & Zhang, Yong & Sayed Merajuddin, Shaheem, 2024. "Online sales and corporate innovation preference: The impact of e-commerce emergence on corporate innovation behavior," Finance Research Letters, Elsevier, vol. 64(C).
    5. Zhang, Huaqing & Cai, Cen & Zhang, Xiangjian & Tu, Yongqian & Zhu, Qianyu, 2024. "Relationship between business environment and regional innovation level: Examining the moderating role of digital finance," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    6. Ma, Cuijun & Peng, Donghui, 2025. "Government subsidies, environmental costs, and green innovation," International Review of Economics & Finance, Elsevier, vol. 101(C).
    7. Luo, Haotian & Yu, Jinlei & Mu, Tong & Zhou, Peng, 2025. "Spillover effects of enterprise digital transformation on supply chain carbon emissions: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 606-617.
    8. Nayyar, Gaurav & Pleninger, Regina & Vorisek, Dana & Yu, Shu, 2024. "Digitalization and Inclusive Growth : A Review of the Evidence," Policy Research Working Paper Series 10941, The World Bank.
    9. Yuanquan Lu & Yuan Meng & Li Chen & Yuan Zhang, 2024. "Can the digital economy contribute to rural revitalization? A case of from China?," PLOS ONE, Public Library of Science, vol. 19(10), pages 1-25, October.
    10. Wang, Bo & Gong, Siyu & Yang, Yang, 2024. "Unveiling the relation between digital technology and low-carbon innovation: Carbon emission trading policy as an antecedent," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    11. Mao, Qilin & Shi, Buchao, 2026. "Intelligent manufacturing and green innovation along the supply chain," Economic Modelling, Elsevier, vol. 154(C).
    12. Nie, Jun & Jian, Xin & Xu, Juanjuan & Xu, Nuo & Jiang, Tangyang & Yu, Yang, 2024. "The effect of corporate social responsibility practices on digital transformation in China: A resource-based view," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1-15.
    13. Yu, Binbin, 2022. "The Impact of the Internet on Industrial Green Productivity: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    14. Liang, Zhentang & Liang, Xuedong & Wang, Wenju & Zhao, Yunying, 2025. "How digital transformation reduces stock Price crash risk: Unpacking the roles of financing and efficiency," International Review of Financial Analysis, Elsevier, vol. 107(C).
    15. Sang, Yuli & Xie, Mingjian & Bai, Xiaolong & Guo, Fusen, 2024. "Does natural resource dependence influence the impact of financial technologies on corporate ESG and digital governance in China's listed enterprises?," Resources Policy, Elsevier, vol. 91(C).
    16. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    17. Conny Wunsch & Felix Rochlitz & Patrick Arni, 2025. "Jobseekers’ skills and job search behaviour," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 161(1), pages 1-31, December.
    18. Shuangshuang Fan & Yichao Li & William Mbanyele & Xiufeng Lai, 2025. "Determinants and Pathways for Inclusive Growth in China: Investigation Based on Artificial Intelligence (AI) Algorithm," Computational Economics, Springer;Society for Computational Economics, vol. 65(3), pages 1231-1264, March.
    19. Zhu, Ling & Liu, Shasha & Kong, Dongmin, 2023. "Governments' fiscal stress and firm decentralization," International Review of Financial Analysis, Elsevier, vol. 90(C).
    20. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).

    More about this item

    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:wly:jnddns:v:2025:y:2025:i:1:n:9159803. 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: Wiley Content Delivery (email available below). General contact details of provider: https://onlinelibrary.wiley.com/journal/3059 .

    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.