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Evolutionary Game and Simulation of Collaborative Green Innovation in Supply Chain under Digital Enablement

Author

Listed:
  • Mo Li

    (College of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

  • Hua Dong

    (College of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

  • Haochen Yu

    (College of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

  • Xiaoqi Sun

    (College of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

  • Huijuan Zhao

    (College of Economics and Management, Qingdao University of Science and Technology, Qingdao 266061, China)

Abstract

The deep integration of digital technologies has given rise to the development of new industries and models in various sectors, as well as new opportunities and challenges. Whether digital transformation can drive collaborative green innovation in the supply chain has also become an important topic of great interest, which has not yet been resolved. In this paper, we study the impact of digital enablement on collaborative green innovation in supply chain enterprises in order to assist in reasonable strategic decision making. An evolutionary game model is constructed for both upstream and downstream supply chain companies under digital enablement, following which the model is solved and systematically simulated. Our main findings are as follows: The influencing factors of collaborative green innovation in the supply chain can be divided into driving factors, blocking factors, and regulating factors. After digital enablement, the effect of the drivers of collaborative green innovation is more obvious, the side-effects of the deterrents are weakened, and the threshold of the positive effect of the moderators is expanded. Overall, digital enablement helps to promote collaborative green innovation in the supply chain, and companies should apply digital technology to enable collaborative green innovation.

Suggested Citation

  • Mo Li & Hua Dong & Haochen Yu & Xiaoqi Sun & Huijuan Zhao, 2023. "Evolutionary Game and Simulation of Collaborative Green Innovation in Supply Chain under Digital Enablement," Sustainability, MDPI, vol. 15(4), pages 1-17, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:3125-:d:1062238
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    References listed on IDEAS

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    1. Daniel Friedman, 1998. "On economic applications of evolutionary game theory," Journal of Evolutionary Economics, Springer, vol. 8(1), pages 15-43.
    2. Zibiao Li & Han Li & Siwei Wang, 2022. "How Multidimensional Digital Empowerment Affects Technology Innovation Performance: The Moderating Effect of Adaptability to Technology Embedding," Sustainability, MDPI, vol. 14(23), pages 1-27, November.
    3. Santoro, Gabriele & Bresciani, Stefano & Papa, Armando, 2020. "Collaborative modes with Cultural and Creative Industries and innovation performance: The moderating role of heterogeneous sources of knowledge and absorptive capacity," Technovation, Elsevier, vol. 92.
    4. Yang, Chung-Shan & Lu, Chin-Shan & Haider, Jane Jing & Marlow, Peter Bernard, 2013. "The effect of green supply chain management on green performance and firm competitiveness in the context of container shipping in Taiwan," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 55(C), pages 55-73.
    5. Roper, Stephen & Tapinos, Efstathios, 2016. "Taking risks in the face of uncertainty: An exploratory analysis of green innovation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 357-363.
    6. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    7. Qian Li & Yuanfei Kang & Lingling Tan & Bo Chen, 2020. "Modeling Formation and Operation of Collaborative Green Innovation between Manufacturer and Supplier: A Game Theory Approach," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
    8. Na Yu & Chunfeng Zhao, 2021. "Chain Innovation Mechanism of the Manufacturing Industry in the Yangtze River Delta of China Based on Evolutionary Game," Sustainability, MDPI, vol. 13(17), pages 1-20, August.
    9. Rajeev Mukundan & Sam Thomas, 2016. "Collaborative and open innovation: supply chain planning as an effective source," International Journal of Indian Culture and Business Management, Inderscience Enterprises Ltd, vol. 12(1), pages 128-140.
    10. El-Kassar, Abdul-Nasser & Singh, Sanjay Kumar, 2019. "Green innovation and organizational performance: The influence of big data and the moderating role of management commitment and HR practices," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 483-498.
    11. Feng, Yunting & Lai, Kee-hung & Zhu, Qinghua, 2022. "Green supply chain innovation: Emergence, adoption, and challenges," International Journal of Production Economics, Elsevier, vol. 248(C).
    12. Slikker, Marco & Fransoo, Jan & Wouters, Marc, 2005. "Cooperation between multiple news-vendors with transshipments," European Journal of Operational Research, Elsevier, vol. 167(2), pages 370-380, December.
    13. Chiou, Tzu-Yun & Chan, Hing Kai & Lettice, Fiona & Chung, Sai Ho, 2011. "The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in Taiwan," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 822-836.
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