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Linking Supply Chain Collaboration, Collaborative Advantage, and Firm Performance in China: The Moderating Role of Government Subsidies

Author

Listed:
  • Zhe Liu

    (School of Management, Henan University of Technology, Zhengzhou 450001, China)

  • Chenghao Jiao

    (School of Management, Henan University of Technology, Zhengzhou 450001, China)

  • Yudong Zhang

    (School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK)

  • Jiaji Wang

    (School of Computing and Mathematical Sciences, University of Leicester, Leicester LE1 7RH, UK)

Abstract

Supply chain collaboration is acknowledged for its benefits, but realizing these advantages can be challenging. The role of government subsidies in supply chain collaboration, collaborative advantage, and firm performance remains unclear. In this study, we explored how supply chain collaboration can enhance firm performance and the roles of collaborative advantage and government subsidies in that process. Firstly, we reviewed the related literature and proposed our hypotheses. Secondly, we formulated an innovative theoretical framework and issued our questionnaire after a pilot study. After collecting and evaluating the sample data, we utilized structural equation modeling to comprehensively examine those relationships in a supply chain, unlike the previous studies on trust, firm size, etc. Lastly, in the context of government interventions, this study addresses the question: “To what extent do government subsidies influence the relationships among supply chain collaboration, collaborative advantage, and firm performance?” Our findings indicate that supply chain collaboration is fundamental in shaping collaborative advantage and firm performance, while collaborative advantage is crucial in enhancing firm performance. Additionally, government support in the form of subsidies acts as a catalyst, further enhancing the positive outcomes of supply chain collaboration and ultimately benefiting firm performance. This research underscores the strategic significance of supply chain collaboration and government subsidies in promoting overall business success. By illuminating the roles of collaborative advantage and government subsidies in this context, this study contributes to a deeper understanding of the dynamic capability involved in achieving improved firm performance through effective supply chain collaboration.

Suggested Citation

  • Zhe Liu & Chenghao Jiao & Yudong Zhang & Jiaji Wang, 2023. "Linking Supply Chain Collaboration, Collaborative Advantage, and Firm Performance in China: The Moderating Role of Government Subsidies," Sustainability, MDPI, vol. 15(21), pages 1-22, October.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:21:p:15329-:d:1268158
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    References listed on IDEAS

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    1. Kirti Nayal & Rakesh D. Raut & Vinay Surendra Yadav & Pragati Priyadarshinee & Balkrishna E. Narkhede, 2022. "RETRACTED: The impact of sustainable development strategy on sustainable supply chain firm performance in the digital transformation era," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 845-859, March.
    2. Ma, Hoi-Lam & Wang, Z.X. & Chan, Felix T.S., 2020. "How important are supply chain collaborative factors in supply chain finance? A view of financial service providers in China," International Journal of Production Economics, Elsevier, vol. 219(C), pages 341-346.
    3. De Lima, Felipe Alexandre & Seuring, Stefan, 2023. "A Delphi study examining risk and uncertainty management in circular supply chains," International Journal of Production Economics, Elsevier, vol. 258(C).
    4. Mitra, Supriya & Webster, Scott, 2008. "Competition in remanufacturing and the effects of government subsidies," International Journal of Production Economics, Elsevier, vol. 111(2), pages 287-298, February.
    5. Shah, Syed Ale Raza & Zhang, Qianxiao & Abbas, Jaffar & Tang, Hui & Al-Sulaiti, Khalid Ibrahim, 2023. "Waste management, quality of life and natural resources utilization matter for renewable electricity generation: The main and moderate role of environmental policy," Utilities Policy, Elsevier, vol. 82(C).
    6. Chen, Jing & Pun, Hubert & Zhang, Qiao, 2023. "Eliminate demand information disadvantage in a supplier encroachment supply chain with information acquisition," European Journal of Operational Research, Elsevier, vol. 305(2), pages 659-673.
    7. Allen Kaufman & Craig H. Wood & Gregory Theyel, 2000. "Collaboration and technology linkages: a strategic supplier typology," Strategic Management Journal, Wiley Blackwell, vol. 21(6), pages 649-663, June.
    8. Sudusinghe, Jayani Ishara & Seuring, Stefan, 2022. "Supply chain collaboration and sustainability performance in circular economy: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 245(C).
    9. Cao, Mei & Zhang, Qingyu, 2010. "Supply chain collaborative advantage: A firm's perspective," International Journal of Production Economics, Elsevier, vol. 128(1), pages 358-367, November.
    10. Chen, Xiangyu & Tongurai, Jittima, 2023. "Informational linkage and price discovery between China's futures and spot markets: Evidence from the US–China trade dispute," Global Finance Journal, Elsevier, vol. 55(C).
    11. Holweg, Matthias & Disney, Stephen & Holmström, Jan & Småros, Johanna, 2005. "Supply Chain Collaboration:: Making Sense of the Strategy Continuum," European Management Journal, Elsevier, vol. 23(2), pages 170-181, April.
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