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The Role of Business Environment and Digital Government in Mitigating Supply Chain Vulnerability—Evidence from the COVID-19 Shock

Author

Listed:
  • Huimin Liu

    (School of Economics, Central University of Finance and Economics, Beijing 100081, China)

  • Yupeng Shi

    (School of Economics, Central University of Finance and Economics, Beijing 100081, China
    China Center for Internet Economy Research, Central University of Finance and Economics, Beijing 100081, China)

  • Xuze Yang

    (School of Economics, Central University of Finance and Economics, Beijing 100081, China)

  • Wentao Zhang

    (China Center for Internet Economy Research, Central University of Finance and Economics, Beijing 100081, China)

Abstract

In recent years, the continuous spread of the COVID-19 epidemic has impacted the supply chain of enterprises. Mitigating the supply chain’s vulnerability has great significance for the survival and development of enterprises. Optimizing the business environment and building a digital government will help improve the external environment for enterprise development. However, its impact on the vulnerability of the enterprise supply chain has yet to be studied. Taking the impact of COVID-19 as an example, this paper uses the survey data of nearly 40,000 enterprises of the National Federation of Industry and Commerce in 2020 and “10,000 private enterprises evaluating the business environment”, to conduct systematic empirical research and fill the research gap in this area. The study indicates that the business environment and digital government can significantly mitigate the impact of COVID-19 on the supply chain. This conclusion is still valid after a series of robustness tests. Mechanism analysis demonstrates that the business environment and digital government can prompt the government to introduce effective mitigation measures promptly, better guarantee production factors and logistics, and thus improve the vulnerability of the enterprise supply chain. This study deepens our understanding of the economic outcome of the business environment and digital government and also sheds new light on supply chain management.

Suggested Citation

  • Huimin Liu & Yupeng Shi & Xuze Yang & Wentao Zhang, 2023. "The Role of Business Environment and Digital Government in Mitigating Supply Chain Vulnerability—Evidence from the COVID-19 Shock," Sustainability, MDPI, vol. 15(3), pages 1-15, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2323-:d:1048237
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    References listed on IDEAS

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    1. Meier, Matthias & Pinto, Eugenio, 2024. "COVID-19 Supply Chain Disruptions," European Economic Review, Elsevier, vol. 162(C).
    2. Xinqiu Zhu & Yenchun Jim Wu, 2022. "How Does Supply Chain Resilience Affect Supply Chain Performance? The Mediating Effect of Sustainability," Sustainability, MDPI, vol. 14(21), pages 1-19, November.
    3. Wagner, Stephan M. & Neshat, Nikrouz, 2010. "Assessing the vulnerability of supply chains using graph theory," International Journal of Production Economics, Elsevier, vol. 126(1), pages 121-129, July.
    4. Sun, Xiaoqian & Wandelt, Sebastian & Zheng, Changhong & Zhang, Anming, 2021. "COVID-19 pandemic and air transportation: Successfully navigating the paper hurricane," Journal of Air Transport Management, Elsevier, vol. 94(C).
    5. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    6. Sharma, Amalesh & Adhikary, Anirban & Borah, Sourav Bikash, 2020. "Covid-19′s impact on supply chain decisions: Strategic insights from NASDAQ 100 firms using Twitter data," Journal of Business Research, Elsevier, vol. 117(C), pages 443-449.
    7. Gary Gereffi, 2020. "What does the COVID-19 pandemic teach us about global value chains? The case of medical supplies," Journal of International Business Policy, Palgrave Macmillan, vol. 3(3), pages 287-301, September.
    8. Djankov, Simeon & Panizza, Ugo (ed.), 2020. "COVID-19 in Developing Economies," Vox eBooks, Centre for Economic Policy Research, number p330.
    9. Stephan M. Wagner & Christoph Bode, 2009. "Dominant Risks and Risk Management Practices in Supply Chains," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 17, pages 271-290, Springer.
    10. Lino Briguglio & Gordon Cordina & Nadia Farrugia & Stephanie Vella, 2009. "Economic Vulnerability and Resilience: Concepts and Measurements," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 229-247.
    11. Iftikhar, Anas & Purvis, Laura & Giannoccaro, Ilaria, 2021. "A meta-analytical review of antecedents and outcomes of firm resilience," Journal of Business Research, Elsevier, vol. 135(C), pages 408-425.
    12. Dmitry Ivanov & Boris Sokolov, 2019. "Simultaneous structural–operational control of supply chain dynamics and resilience," Annals of Operations Research, Springer, vol. 283(1), pages 1191-1210, December.
    13. Tristan Canare, 2018. "The Effect of Ease of Doing Business on Firm Creation," Annals of Economics and Finance, Society for AEF, vol. 19(2), pages 555-584, November.
    14. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    15. Nishant Saravanan & Jessica Olivares-Aguila & Alejandro Vital-Soto, 2022. "Bibliometric and Text Analytics Approaches to Review COVID-19 Impacts on Supply Chains," Sustainability, MDPI, vol. 14(23), pages 1-33, November.
    16. Fisnik Reçica & Iraj Hashi & Ian Jackson & Besnik A. Krasniqi, 2019. "Innovation and the export performance of firms in transition economies: the relevance of the business environment and the stage of transition," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 38(4), pages 476-506.
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    1. Long Ren & Shaojie Cong & Xinlong Xue & Daqing Gong, 2024. "Credit rating prediction with supply chain information: a machine learning perspective," Annals of Operations Research, Springer, vol. 342(1), pages 657-686, November.

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