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Enhancing emergency response capabilities in data center engineering supply chains through government subsidies

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Listed:
  • Na Zhao

    (School of Energy and Architectural Engineering, Harbin University of Commerce)

  • yifan Xu

    (School of Management, Harbin University of Commerce)

  • shiyu Liu

    (School of Economics and Management, Harbin Institute of Technology)

Abstract

Emergency capability plays a key role in maintaining the stability of data center engineering supply chains. Government subsidies encourage cooperation among supply chain enterprises by offering financial support, aiding in the improvement of emergency preparedness. In this study, the government subsidy rate is treated as an exogenous variable, and a differential game model involving resource suppliers and service operators is constructed. By comparing different cooperation modes, the study investigates the dynamic mechanisms for enhancing emergency capabilities. The conclusions of this study are contingent upon the assumptions of the proposed model. The findings indicate that collaborative cooperation is the most effective approach for improving emergency capabilities and benefits, as it facilitates resource and information sharing. Resource suppliers align their strategies with the overall supply chain, while service operators need to carefully time contracts to optimize cooperation and maximize benefits. Furthermore, government subsidies and the cost coefficient of emergency efforts exert a stronger influence on emergency capabilities than the level of emergency data utilization. To strengthen emergency capabilities, priority should be placed on increasing government subsidies and optimizing emergency effort costs, which can alleviate financial burdens on enterprises and enhance their emergency responsiveness.

Suggested Citation

  • Na Zhao & yifan Xu & shiyu Liu, 2025. "Enhancing emergency response capabilities in data center engineering supply chains through government subsidies," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-18, December.
    • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05094-2
    DOI: 10.1057/s41599-025-05094-2
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    References listed on IDEAS

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    1. Philippe Blaettchen & Andre P. Calmon & Georgina Hall, 2025. "Traceability Technology Adoption in Supply Chain Networks," Management Science, INFORMS, vol. 71(1), pages 83-102, January.
    2. Heikki Peura & Derek W. Bunn, 2021. "Renewable Power and Electricity Prices: The Impact of Forward Markets," Management Science, INFORMS, vol. 67(8), pages 4772-4788, August.
    3. Yu, Yiyong & Cheng, Li & Zhang, Danni, 2024. "How does market competition affect enterprise cooperative innovation? The moderating role of intellectual property protection and government subsidies," Technovation, Elsevier, vol. 137(C).
    4. Lin William Cong & Xiaohan Yang & Xiaobo Zhang, 2024. "Small and Medium Enterprises Amidst the Pandemic and Reopening: Digital Edge and Transformation," Management Science, INFORMS, vol. 70(7), pages 4564-4582, July.
    5. Huchang Liao & Guangsen Si & Zeshui Xu & Hamido Fujita, 2018. "Hesitant Fuzzy Linguistic Preference Utility Set and Its Application in Selection of Fire Rescue Plans," IJERPH, MDPI, vol. 15(4), pages 1-18, April.
    6. Chen, Jen-Yi & Dimitrov, Stanko & Pun, Hubert, 2019. "The impact of government subsidy on supply Chains’ sustainability innovation," Omega, Elsevier, vol. 86(C), pages 42-58.
    7. Na Zhao & T. C. E. Cheng, 2018. "A Periodic Collaboration and Coexistence Management Model with the Oscillation Effect for Complex Mega Infrastructure Project under the Risk of Infection," Complexity, Hindawi, vol. 2018, pages 1-12, October.
    8. Na Zhao & Xiaolian Li & Nina Sun, 2024. "Correction: Industrial internet supply chain emergency capacity improvement model based on stochastic differential game," Annals of Operations Research, Springer, vol. 341(2), pages 1347-1347, October.
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