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Investing in an emerging supplier to encourage product innovation under market competition and R&D uncertainty

Author

Listed:
  • Junwei Zhao

    (Chengdu University of Technology)

  • Huiqin Zhang

    (Chengdu University of Technology)

  • Yuxiang Zhang

    (Chengdu University of Technology
    Chengdu University of Technology)

  • Yexia Zhang

    (Chengdu University of Technology)

  • Anhang Chen

    (Chengdu University of Technology)

Abstract

With the intensification of economic globalization and market competition, manufacturers collaborate with upstream enterprises to build a supply chain with close technical relationships. However, the technology spillover effects caused by direct investment in established suppliers often lead to competitors free-riding, thereby weakening the incentive for enterprises to invest. Consequently, more and more manufacturers tend to invest in emerging suppliers to prevent technology spillovers while also triggering competition among suppliers to gain procurement and competitive advantages. This study explores how a manufacturer chooses the optimal investment strategy to develop an emerging supplier in the face of varying market competition intensities and R&D uncertainty. The research considers three investment strategies: equity investment, loan investment, and cost-sharing, and analyzes the implementation effects of these strategies. We find that in highly competitive markets, the manufacturer tends to choose loan investment to reduce risk; interestingly, in moderately competitive markets, the manufacturer opts for equity investment when the shareholding ratio is small; and in less competitive markets, the manufacturer prefers equity investment when the shareholding ratio is large. Additionally, an increase in the probability of R&D success may make the manufacturer more inclined to adopt loan investment. From the perspective of product innovation, both equity investment and cost-sharing are more effective in motivating the emerging supplier to engage in product innovation, primarily depending on the depth of the manufacturer’s equity. However, an increase in the probability of R&D success tends to inhibit such innovative activities. Importantly, we also find that the manufacturer chooses not to invest in the emerging supplier when the competition intensity exceeds a certain threshold. This highlights the critical role of competition intensity in driving enterprises’ investment decisions. These findings can provide valuable managerial insights for the innovative development of supply chains.

Suggested Citation

  • Junwei Zhao & Huiqin Zhang & Yuxiang Zhang & Yexia Zhang & Anhang Chen, 2025. "Investing in an emerging supplier to encourage product innovation under market competition and R&D uncertainty," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04780-5
    DOI: 10.1057/s41599-025-04780-5
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    as
    1. Vincent Hovelaque & Jean-Laurent Viviani & Mohamed Ait Mansour, 2022. "Trade and bank credit in a non-cooperative chain with a price-sensitive demand," International Journal of Production Research, Taylor & Francis Journals, vol. 60(5), pages 1553-1568, March.
    2. Anupam Agrawal & Youngsoo Kim & H. Dharma Kwon & Suresh Muthulingam, 2016. "Investment in Shared Suppliers: Effect of Learning, Spillover, and Competition," Production and Operations Management, Production and Operations Management Society, vol. 25(4), pages 736-750, April.
    3. Xiao, Wei & Li, Kai & Fu, Hong, 2021. "Quality investment in a decentralized assembly system with backward shareholding," International Journal of Production Economics, Elsevier, vol. 242(C).
    4. Xia, Jing & Niu, Wenju & Chen, Xiaolin & Zhang, Lianmin, 2023. "Investing in a shared supplier to encourage environmental responsibility under spillovers and demand uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 174(C).
    5. Xie, Wei & Yu, Huilin & Zhong, Yuanguang & Zhou, Yong-Wu, 2024. "Impact of loss aversion on financing mechanism preference under consignment: Direct vs. Guarantee," European Journal of Operational Research, Elsevier, vol. 314(1), pages 206-228.
    6. Mengyu He & Kai Kang & Xiuqing Mu, 2022. "Impact of tax difference and asset structure on a capital-constrained vertical equity holding transnational supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 60(11), pages 3606-3629, June.
    7. Niu, Wenju & Shen, Houcai, 2022. "Investment in process innovation in supply chains with knowledge spillovers under innovation uncertainty," European Journal of Operational Research, Elsevier, vol. 302(3), pages 1128-1141.
    8. Liangjie Xia & Qingyi Kong & Youdong Li & Juanjuan Qin, 2023. "Effect of equity holding on a supply chain’s pricing and emission reduction decisions considering information sharing," Annals of Operations Research, Springer, vol. 329(1), pages 619-656, October.
    9. Ding, Yanyan & Jian, Sisi, 2024. "Strategic investment in charging infrastructure: Sharing costs or taking over?," Applied Energy, Elsevier, vol. 376(PA).
    10. Jin, Wei & Zhang, Qinhong & Luo, Jianwen, 2019. "Non-collaborative and collaborative financing in a bilateral supply chain with capital constraints," Omega, Elsevier, vol. 88(C), pages 210-222.
    11. Cuihong Li & Zhixi Wan, 2017. "Supplier Competition and Cost Improvement," Management Science, INFORMS, vol. 63(8), pages 2460-2477, August.
    12. Guoshu Dong & Ling Liang & Lihong Wei & Jiaping Xie & Guang Yang, 2023. "Optimization model of trade credit and asset-based securitization financing in carbon emission reduction supply chain," Annals of Operations Research, Springer, vol. 331(1), pages 35-84, December.
    13. Jean-Etienne de Bettignies & Hua Fang Liu & David T. Robinson & Bulat Gainullin, 2023. "Competition and Innovation in Markets for Technology," Management Science, INFORMS, vol. 69(8), pages 4753-4773, August.
    14. Christopher S. Tang & S. Alex Yang & Jing Wu, 2018. "Sourcing from Suppliers with Financial Constraints and Performance Risk," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 70-84, February.
    15. Guo, Penghui & Feng, Gengzhong & Wang, Kai & Hua, Jiawen, 2024. "Analysis of financing strategies for digital technology investment under privacy concerns and competition," International Journal of Production Economics, Elsevier, vol. 274(C).
    16. Zhang, Chun & Henke, John W. & Viswanathan, Sridhar, 2015. "Reciprocity between buyer cost sharing and supplier technology sharing," International Journal of Production Economics, Elsevier, vol. 163(C), pages 61-70.
    17. Angharad H. Porteous & Sonali V. Rammohan & Hau L. Lee, 2015. "Carrots or Sticks? Improving Social and Environmental Compliance at Suppliers Through Incentives and Penalties," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1402-1413, September.
    18. Ren, Da & Guo, Rui & Lan, Yanfei & Shang, Changjing, 2021. "Shareholding strategies for selling green products on online platforms in a two-echelon supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    19. He, Peng & He, Yong & Xu, Henry, 2019. "Channel structure and pricing in a dual-channel closed-loop supply chain with government subsidy," International Journal of Production Economics, Elsevier, vol. 213(C), pages 108-123.
    20. Zhang, Huaige & Zhou, Meiling & Xia, Yuqing & Zhou, Pin & Hong, Xianpei, 2024. "Supplier development strategy considering technical uncertainty," International Journal of Production Economics, Elsevier, vol. 269(C).
    21. Chen, Xian, 2024. "Common ownership along the supply chain and supplier innovations," Pacific-Basin Finance Journal, Elsevier, vol. 87(C).
    22. Zhenhua Zhang & Guoxing Zhang & Yi Hu & Yating Jiang & Cheng Zhou & Jiahui Ma, 2023. "The evolutionary mechanism of haze collaborative governance: novel evidence from a tripartite evolutionary game model and a case study in China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    23. Liu, Guanmei & Wang, Haijun & Shao, Xiaofeng, 2023. "Technology investments into a supplier with upstream entry," European Journal of Operational Research, Elsevier, vol. 305(1), pages 240-259.
    24. Wei Zhang & Hsiao-Hui Lee, 2022. "Investment Strategies for Sourcing a New Technology in the Presence of a Mature Technology," Management Science, INFORMS, vol. 68(6), pages 4631-4644, June.
    25. Wen Jiang & Linqing Pu & Manqi Qiu & Lin Zhang, 2024. "Pricing, assembly rate optimizations and coordination for prefabricated construction supply chain with government subsidies," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    26. Lian Qi & Leon Yang Chu & Rachel R. Chen, 2016. "Quality Provision with Heterogeneous Consumer Reservation Utilities," Production and Operations Management, Production and Operations Management Society, vol. 25(5), pages 883-901, May.
    27. Wei, Shuang & Liu, Weihua & Choi, Tsan-Ming & Dong, Jing-xin & Long, Shangsong, 2024. "The influence of key components and digital technologies on manufacturer's choice of innovation strategy," European Journal of Operational Research, Elsevier, vol. 315(3), pages 1210-1220.
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