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Information leakage in a cross-border logistics supply chain considering demand uncertainty and signal inference

Author

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  • Baozhuang Niu

    (South China University of Technology)

  • Zhipeng Dai

    (South China University of Technology)

  • Lei Chen

    (Jinan University)

Abstract

In cross-border logistics, mainline carriers (MCs) confronting demand uncertainty have to share their information with the overseas regional carrier (RC) via information system or electronic data interchange. However, does the RC or the incumbent MC have incentives to disclose the demand information to a new MC? The new MC competes with the incumbent MC but has no demand information, while the incumbent MC has accumulated big data and known demand uncertainty well. In this paper, we study the supply chain parties’ preferences over information leakage in a system consisting of an incumbent MC, a new MC and an overseas RC. Interestingly, we show that, when there is no information leakage, the new MC’s signal inference dramatically restricts the RC’s pricing flexibility. This induces the RC to disclose the incumbent MC’s information. We also show that, information leakage alters the MCs’ competition and their profits by balancing the RC’s service price and the MCs’ order sizes.

Suggested Citation

  • Baozhuang Niu & Zhipeng Dai & Lei Chen, 2022. "Information leakage in a cross-border logistics supply chain considering demand uncertainty and signal inference," Annals of Operations Research, Springer, vol. 309(2), pages 785-816, February.
    • Handle: RePEc:spr:annopr:v:309:y:2022:i:2:d:10.1007_s10479-020-03866-4
    DOI: 10.1007/s10479-020-03866-4
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    as
    1. Asadabadi, Ali & Miller-Hooks, Elise, 2018. "Co-opetition in enhancing global port network resiliency: A multi-leader, common-follower game theoretic approach," Transportation Research Part B: Methodological, Elsevier, vol. 108(C), pages 281-298.
    2. Wang, Fan & Zhuo, Xiaopo & Niu, Baozhuang, 2017. "Strategic entry to regional air cargo market under joint competition of demand and promised delivery time," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 317-336.
    3. Vernon N. Hsu & Guoming Lai & Baozhuang Niu & Wenqiang Xiao, 2017. "Leader-Based Collective Bargaining: Cooperation Mechanism and Incentive Analysis," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 72-83, February.
    4. Masha Shunko & Hung T. Do & Andy A. Tsay, 2017. "Supply Chain Strategies and International Tax Arbitrage," Production and Operations Management, Production and Operations Management Society, vol. 26(2), pages 231-251, February.
    5. Esther Gal-Or & Tansev Geylani & Anthony J. Dukes, 2008. "Information Sharing in a Channel with Partially Informed Retailers," Marketing Science, INFORMS, vol. 27(4), pages 642-658, 07-08.
    6. Zhang, Anming & Hui, Yer Van & Leung, Lawrence, 2004. "Air cargo alliances and competition in passenger markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(2), pages 83-100, March.
    7. Shen, Bin & Xu, Xiaoyan & Guo, Shu, 2019. "The impacts of logistics services on short life cycle products in a global supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 153-167.
    8. Jagmohan S. Raju & Abhik Roy, 2000. "Market Information and Firm Performance," Management Science, INFORMS, vol. 46(8), pages 1075-1084, August.
    9. Chu, Wai Hung Julius & Lee, Ching Chyi, 2006. "Strategic information sharing in a supply chain," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1567-1579, November.
    10. Vernon N. Hsu & Guoming Lai & Baozhuang Niu & Wenqiang Xiao, 2017. "Leader-Based Collective Bargaining: Cooperation Mechanism and Incentive Analysis," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 72-83, February.
    11. Jin, Yannan & Wu, Xiaole & Hu, Qiying, 2017. "Interaction between channel strategy and store brand decisions," European Journal of Operational Research, Elsevier, vol. 256(3), pages 911-923.
    12. Lode Li & Hongtao Zhang, 2008. "Confidentiality and Information Sharing in Supply Chain Coordination," Management Science, INFORMS, vol. 54(8), pages 1467-1481, August.
    13. Wang, Yulan & Wallace, Stein W. & Shen, Bin & Choi, Tsan-Ming, 2015. "Service supply chain management: A review of operational models," European Journal of Operational Research, Elsevier, vol. 247(3), pages 685-698.
    14. Yanfei Lan & Zhibing Liu & Baozhuang Niu, 2017. "Pricing and Design of After-Sales Service Contract: The Value of Mining Asymmetric Sales Cost Information," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 34(01), pages 1-25, February.
    15. Zhao, Ming & Dong, Ciwei & Cheng, T.C.E., 2018. "Quality disclosure strategies for small business enterprises in a competitive marketplace," European Journal of Operational Research, Elsevier, vol. 270(1), pages 218-229.
    16. Tsan-Ming Choi & Kannan Govindan & Xiang Li & Yongjian Li, 2017. "Innovative supply chain optimization models with multiple uncertainty factors," Annals of Operations Research, Springer, vol. 257(1), pages 1-14, October.
    17. Cristina Barbot, 2011. "Vertical Contracts between Airports and Airlines Is there a Trade-off between Welfare and Competitiveness?," Journal of Transport Economics and Policy, University of Bath, vol. 45(2), pages 277-302, May.
    18. Wang, Tingsong & Xing, Zheng & Hu, Hongtao & Qu, Xiaobo, 2019. "Overbooking and delivery-delay-allowed strategies for container slot allocation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 433-447.
    19. Wang, Fan & Zhuo, Xiaopo & Niu, Baozhuang & He, Jiayi, 2017. "Who canvasses for cargos? Incentive analysis and channel structure in a shipping supply chain," Transportation Research Part B: Methodological, Elsevier, vol. 97(C), pages 78-101.
    20. Vives, Xavier, 1984. "Duopoly information equilibrium: Cournot and bertrand," Journal of Economic Theory, Elsevier, vol. 34(1), pages 71-94, October.
    21. Liu, Jiaguo & Wang, Junjin, 2019. "Carrier alliance incentive analysis and coordination in a maritime transport chain based on service competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 333-355.
    22. Song Huang & Xu Guan & Ying†Ju Chen, 2018. "Retailer Information Sharing with Supplier Encroachment," Production and Operations Management, Production and Operations Management Society, vol. 27(6), pages 1133-1147, June.
    23. Guangwen Kong & Sampath Rajagopalan & Hao Zhang, 2013. "Revenue Sharing and Information Leakage in a Supply Chain," Management Science, INFORMS, vol. 59(3), pages 556-572, November.
    24. Krishnan S. Anand & Manu Goyal, 2009. "Strategic Information Management Under Leakage in a Supply Chain," Management Science, INFORMS, vol. 55(3), pages 438-452, March.
    25. Niu, Baozhuang & Dai, Zhipeng & Zhuo, Xiaopo, 2019. "Co-opetition effect of promised-delivery-time sensitive demand on air cargo carriers’ big data investment and demand signal sharing decisions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 29-44.
    26. Choi, Tsan-Ming & Wen, Xin & Sun, Xuting & Chung, Sai-Ho, 2019. "The mean-variance approach for global supply chain risk analysis with air logistics in the blockchain technology era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 178-191.
    27. Fu, Xiaowen & Dresner, Martin & Oum, Tae H., 2011. "Effects of transport service differentiation in the US domestic airline market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(3), pages 297-305, May.
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