IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v139y2024ics0140988324006509.html
   My bibliography  Save this article

From bytes to green: The impact of supply chain digitization on corporate green innovation

Author

Listed:
  • Ma, Jing
  • Li, Qing
  • Zhao, Qiuyun
  • Liou, Jennhae
  • Li, Chen

Abstract

A significant share of corporate carbon emissions stems from the supply chain, necessitating an analysis of how supply chain digitalization influences green innovation in the digital age. This paper examines this impact using data from Chinese listed firms (2012−2022). Theoretically, the study posits that supply chain digitalization facilitates green innovation through two primary mechanisms: enhancing upstream and downstream integration and boosting the internal efficiency of supply chain management at nodal enterprises. Empirically, a quasi-natural experiment leveraging the Supply Chain Innovation and Application Pilot Program serves as an exogenous shock. Key findings include: (1) Supply chain digitalization enhances corporate green innovation, with robust results across various tests. (2) The effect is mainly driven by enhanced supply chain integration—more from supplier concentration than customer concentration—and improved internal supply chain management efficiency. (3) The impact has three characteristics: Quality-first Effect, Crowding-in Effect and Persistence Effect. Specifically, supply chain digitalization mainly boosts high-quality green invention patent applications without crowding-out other non-green innovation, while also positively influences sustained green innovation. (4) Supply chain digitalization primarily enhances green innovation in End-of-Pipe and Process Control Technologies, with limited effects on Pollution Prevention at Source.

Suggested Citation

  • Ma, Jing & Li, Qing & Zhao, Qiuyun & Liou, Jennhae & Li, Chen, 2024. "From bytes to green: The impact of supply chain digitization on corporate green innovation," Energy Economics, Elsevier, vol. 139(C).
  • Handle: RePEc:eee:eneeco:v:139:y:2024:i:c:s0140988324006509
    DOI: 10.1016/j.eneco.2024.107942
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988324006509
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2024.107942?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Williamson, Oliver E, 1979. "Transaction-Cost Economics: The Governance of Contractural Relations," Journal of Law and Economics, University of Chicago Press, vol. 22(2), pages 233-261, October.
    2. Ting Kong & Taiwen Feng & Yufei Huang & Junya Cai, 2020. "How to convert green supply chain integration efforts into green innovation: A perspective of knowledge‐based view," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1106-1121, September.
    3. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    4. Beaulieu, Martin & Bentahar, Omar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    5. Yang, Lei & Zhang, Qin & Ji, Jingna, 2017. "Pricing and carbon emission reduction decisions in supply chains with vertical and horizontal cooperation," International Journal of Production Economics, Elsevier, vol. 191(C), pages 286-297.
    6. Seggie, Steven H. & Kim, Daekwan & Cavusgil, S.Tamer, 2006. "Do supply chain IT alignment and supply chain interfirm system integration impact upon brand equity and firm performance?," Journal of Business Research, Elsevier, vol. 59(8), pages 887-895, August.
    7. Kamble, Sachin S. & Gunasekaran, Angappa & Gawankar, Shradha A., 2020. "Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications," International Journal of Production Economics, Elsevier, vol. 219(C), pages 179-194.
    8. Triguero, Ángela & Córcoles, David, 2013. "Understanding innovation: An analysis of persistence for Spanish manufacturing firms," Research Policy, Elsevier, vol. 42(2), pages 340-352.
    9. P. R. C. Gopal & Nripendra P. Rana & Thota Vamsi Krishna & M. Ramkumar, 2024. "Impact of big data analytics on supply chain performance: an analysis of influencing factors," Annals of Operations Research, Springer, vol. 333(2), pages 769-797, February.
    10. Prajogo, Daniel & Olhager, Jan, 2012. "Supply chain integration and performance: The effects of long-term relationships, information technology and sharing, and logistics integration," International Journal of Production Economics, Elsevier, vol. 135(1), pages 514-522.
    11. Hao, Yu & Li, Ying & Guo, Yunxia & Chai, Jingxia & Yang, Chuxiao & Wu, Haitao, 2022. "Digitalization and electricity consumption: Does internet development contribute to the reduction in electricity intensity in China?," Energy Policy, Elsevier, vol. 164(C).
    12. 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).
    13. Benzidia, Smaïl & Makaoui, Naouel & Subramanian, Nachiappan, 2021. "Impact of ambidexterity of blockchain technology and social factors on new product development: A supply chain and Industry 4.0 perspective," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    14. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    15. Wu, Linfei & Sun, Liwen & Chang, Qing & Zhang, Die & Qi, Peixiao, 2022. "How do digitalization capabilities enable open innovation in manufacturing enterprises? A multiple case study based on resource integration perspective," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    16. Yang, Miying & Fu, Mingtao & Zhang, Zihan, 2021. "The adoption of digital technologies in supply chains: Drivers, process and impact," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    17. Du, Juntao & Shen, Zhiyang & Song, Malin & Zhang, Linda, 2023. "Nexus between digital transformation and energy technology innovation: An empirical test of A-share listed enterprises," Energy Economics, Elsevier, vol. 120(C).
    18. Moxi Song & Morgan X. Yang & Kevin J. Zeng & Wenting Feng, 2020. "Green Knowledge Sharing, Stakeholder Pressure, Absorptive Capacity, and Green Innovation: Evidence from Chinese Manufacturing Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1517-1531, March.
    19. Wang, Qingxi & Hu, An & Tian, Zhihua, 2022. "Digital transformation and electricity consumption: Evidence from the Broadband China pilot policy," Energy Economics, Elsevier, vol. 115(C).
    20. Frank, Alejandro G. & Mendes, Glauco H.S. & Ayala, Néstor F. & Ghezzi, Antonio, 2019. "Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 341-351.
    21. Martin Beaulieu & Omar Bentahar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Post-Print hal-03208957, HAL.
    22. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    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. Tao, Miaomiao & Wu, Sihong, 2025. "From polluter pays to polluter reborn: Exploring the economic and green implications of corporate carbon risk exposure," Energy Economics, Elsevier, vol. 144(C).
    2. Shaodong Zhou & Zilong Meng & Zhongwei Huang & Honghao Zhang & Danqi Wang, 2025. "A Hybrid Prospect–Regret Decision-Making Method for Green Supply Chain Management Under the Interval Type-2 Trapezoidal Fuzzy Environment," Sustainability, MDPI, vol. 17(8), pages 1-18, April.
    3. Zhu, Xiang & Chen, Hongtao & Xiang, Erwei & Qi, Yingjin, 2025. "Digital transformation and corporate green technology transfer: The moderating effect of executive green cognition," Finance Research Letters, Elsevier, vol. 76(C).
    4. Li, Chunmei & Yang, Gang & Cai, Wanhuan & Shi, Hanfei, 2025. "Enterprise digital transformation and green competitiveness: Opportunity or crisis?," Finance Research Letters, Elsevier, vol. 77(C).
    5. Meng, Chenyu & Lin, Yongsheng, 2025. "The impact of supply chain digitization on the carbon emissions of listed companies—A quasi-natural experiment in China," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 392-406.
    6. Gu, Jiafeng, 2025. "Did supply chain digitization contribute to corporate green energy innovation? The mediating role of asset receivable management and policy spillovers," Energy Economics, Elsevier, vol. 143(C).
    7. Xiangdong Li & Ronglong Wang & Mengmeng Nan & Yangyan Shi, 2025. "Research on the Impact of Green Supply Chain Integration on Enterprises’ Green Innovation," Sustainability, MDPI, vol. 17(7), pages 1-27, March.

    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. Farajpour, Farnoush & Hassanzadeh, Alireza & Elahi, Shaban & Ghazanfari, Mehdi, 2022. "Digital supply chain blueprint via a systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    2. Panagiotis Trivellas & Georgios Malindretos & Panagiotis Reklitis, 2020. "Implications of Green Logistics Management on Sustainable Business and Supply Chain Performance: Evidence from a Survey in the Greek Agri-Food Sector," Sustainability, MDPI, vol. 12(24), pages 1-29, December.
    3. Fu, Shuke & Ge, Yingchen & Hao, Yu & Peng, Jiachao & Tian, Jiali, 2024. "Energy supply chain efficiency in the digital era: Evidence from China's listed companies," Energy Economics, Elsevier, vol. 134(C).
    4. Saoussane Srhir & Anicia Jaegler & Jairo R. Montoya‐Torres, 2023. "Uncovering Industry 4.0 technology attributes in sustainable supply chain 4.0: A systematic literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4143-4166, November.
    5. Hua Zhang & Qiwang Zhang, 2023. "How Does Digital Transformation Facilitate Enterprise Total Factor Productivity? The Multiple Mediators of Supplier Concentration and Customer Concentration," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    6. Chun Xue & Juanru Wang, 2024. "Proactive boundary‐spanning search, organizational resilience, and radical green innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 1834-1852, March.
    7. Liu, Ying & Huang, Hongyun & Mbanyele, William & Li, Xin & Balezentis, Tomas, 2025. "Harnessing supply chain digital innovation for enhanced corporate environmental practices and sustainable growth," Energy Economics, Elsevier, vol. 142(C).
    8. Mauro, Marianna & Noto, Guido & Prenestini, Anna & Sarto, Fabrizia, 2024. "Digital transformation in healthcare: Assessing the role of digital technologies for managerial support processes," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    9. repec:ehu:cuader:33227 is not listed on IDEAS
    10. Lydia Bals & Jon F. Kirchoff & Kai Foerstl, 2016. "Exploring the reshoring and insourcing decision making process: toward an agenda for future research," Operations Management Research, Springer, vol. 9(3), pages 102-116, December.
    11. Yu, Rong & Li, Jianhong, 2024. "Does fintech influence sustainable development under natural resource constraints: insights from 270 Chinese cities," Resources Policy, Elsevier, vol. 91(C).
    12. Zhao, Feifei & Hu, Zheng & Yi, Ping & Zhao, Xu, 2024. "Does environmental decentralization improve industrial ecology? Evidence from China's Yangtze River Economic Belt," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1250-1270.
    13. Chang, Kuo-Hsiung & Chen, Yung-ray & Huang, Hsu-Feng, 2015. "Information technology and partnership dynamic capabilities in international subcontracting relationships," International Business Review, Elsevier, vol. 24(2), pages 276-286.
    14. Fosso Wamba, Samuel & Queiroz, Maciel M. & Trinchera, Laura, 2024. "The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA," International Journal of Production Economics, Elsevier, vol. 268(C).
    15. Muhammad Irfan & Mingzheng Wang & Naeem Akhtar, 2019. "Impact of IT capabilities on supply chain capabilities and organizational agility: a dynamic capability view," Operations Management Research, Springer, vol. 12(3), pages 113-128, December.
    16. Valle, Sandra & García, Francisco & Avella, Lucía, 2015. "Offshoring Intermediate Manufacturing: Boost or Hindrance to Firm Innovation?," Journal of International Management, Elsevier, vol. 21(2), pages 117-134.
    17. Shang, Hua & Jiang, Li & Kumar Mangla, Sachin & Pan, Xiongfeng & Song, Malin, 2024. "Examining the role of national governance capacity in building the global low-carbon agricultural supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
    18. Luis Kevin Cortez-Clavo & Maryorie Irania Salazar-Muñoz & Rogger Orlando Morán-Santamaría, 2025. "Digitalisation to Improve Automated Agro-Export Logistics: A Comprehensive Bibliometric Analysis," Sustainability, MDPI, vol. 17(10), pages 1-21, May.
    19. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).
    20. Richard J. Arend, 2020. "Getting Nothing from Something: Unfulfilled Promises of Current Dominant Approaches to Entrepreneurial Decision-Making," Administrative Sciences, MDPI, vol. 10(3), pages 1-22, August.
    21. Luigi Cantone & Pierpaolo Testa & Svend Hollensen & Giuseppe Fabio Cantone, 2019. "Outsourcing New Product Development Fostered By Disruptive Technological Innovation: A Decision-Making Model," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-45, January.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management

    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:eee:eneeco:v:139:y:2024:i:c:s0140988324006509. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.