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Co-opetition effect of promised-delivery-time sensitive demand on air cargo carriers’ big data investment and demand signal sharing decisions

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  • Niu, Baozhuang
  • Dai, Zhipeng
  • Zhuo, Xiaopo

Abstract

We study two competing air cargo carriers’ incentives of cooperation with promised-delivery-time (PDT) sensitive demand, where Carrier 1 may invest in big data and share demand signal with Carrier 2. When the carriers focus on demand competition, Carrier 1’s big data investment may benefit itself and the rival, while Carrier 1 never shares its updated demand signal. When the carriers focus on PDT competition, Carrier 2 does not prefer Carrier 1’s big data investment when the PDT competition is fierce. Interestingly, Carrier 1 may be willing to share its updated demand signal and a “win-win” situation occurs.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:transe:v:123:y:2019:i:c:p:29-44
    DOI: 10.1016/j.tre.2019.01.011
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    as
    1. Baozhuang Niu & Zongbao Zou, 2017. "Better Demand Signal, Better Decisions? Evaluation of Big Data in a Licensed Remanufacturing Supply Chain with Environmental Risk Considerations," Risk Analysis, John Wiley & Sons, vol. 37(8), pages 1550-1565, August.
    2. 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.
    3. Jiang, Changmin & Zhang, Anming, 2014. "Effects of high-speed rail and airline cooperation under hub airport capacity constraint," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 33-49.
    4. Liu, Weihua & Wang, Yijia, 2015. "Quality control game model in logistics service supply chain based on different combinations of risk attitude," International Journal of Production Economics, Elsevier, vol. 161(C), pages 181-191.
    5. Yang, Hangjun & Zhang, Anming, 2012. "Effects of high-speed rail and air transport competition on prices, profits and welfare," Transportation Research Part B: Methodological, Elsevier, vol. 46(10), pages 1322-1333.
    6. Liming Liu & Mahmut Parlar & Stuart X. Zhu, 2007. "Pricing and Lead Time Decisions in Decentralized Supply Chains," Management Science, INFORMS, vol. 53(5), pages 713-725, May.
    7. Albert Y. Ha & Lode Li & Shu-Ming Ng, 2003. "Price and Delivery Logistics Competition in a Supply Chain," Management Science, INFORMS, vol. 49(9), pages 1139-1153, September.
    8. Tamer Boyaci & Saibal Ray, 2003. "Product Differentiation and Capacity Cost Interaction in Time and Price Sensitive Markets," Manufacturing & Service Operations Management, INFORMS, vol. 5(1), pages 18-36, May.
    9. Lode Li, 2002. "Information Sharing in a Supply Chain with Horizontal Competition," Management Science, INFORMS, vol. 48(9), pages 1196-1212, September.
    10. Eon-Seong Lee & Dong-Wook Song, 2015. "Competition and Co-operation in Maritime Logistics Operations," International Series in Operations Research & Management Science, in: Chung-Yee Lee & Qiang Meng (ed.), Handbook of Ocean Container Transport Logistics, edition 127, chapter 16, pages 477-496, Springer.
    11. Xia Zhao & Ling Xue & Fuqiang Zhang, 2014. "Outsourcing Competition and Information Sharing with Asymmetrically Informed Suppliers," Production and Operations Management, Production and Operations Management Society, vol. 23(10), pages 1706-1718, October.
    12. Zhang, Anming & Zhang, Yimin, 2002. "A model of air cargo liberalization: passenger vs. all-cargo carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(3-4), pages 175-191, May.
    13. So, Kut C. & Song, Jing-Sheng, 1998. "Price, delivery time guarantees and capacity selection," European Journal of Operational Research, Elsevier, vol. 111(1), pages 28-49, November.
    14. Weixin Shang & Liming Liu, 2011. "Promised Delivery Time and Capacity Games in Time-Based Competition," Management Science, INFORMS, vol. 57(3), pages 599-610, March.
    15. Saeed, Naima & Larsen, Odd I., 2010. "An application of cooperative game among container terminals of one port," European Journal of Operational Research, Elsevier, vol. 203(2), pages 393-403, June.
    16. 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.
    17. Mukhopadhyay, Samar K. & Yue, Xiaohang & Zhu, Xiaowei, 2011. "A Stackelberg model of pricing of complementary goods under information asymmetry," International Journal of Production Economics, Elsevier, vol. 134(2), pages 424-433, December.
    18. Tsan-Ming Choi & Chun-Hung Chiu, 2012. "Risk Analysis in Stochastic Supply Chains," International Series in Operations Research and Management Science, Springer, edition 127, number 978-1-4614-3869-4, December.
    19. Weixin Shang & Albert Y. Ha & Shilu Tong, 2016. "Information Sharing in a Supply Chain with a Common Retailer," Management Science, INFORMS, vol. 62(1), pages 245-263, January.
    20. 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.
    21. Kut C. So, 2000. "Price and Time Competition for Service Delivery," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 392-409, April.
    22. Xing Hu & René Caldentey & Gustavo Vulcano, 2013. "Revenue Sharing in Airline Alliances," Management Science, INFORMS, vol. 59(5), pages 1177-1195, May.
    23. Pui‐Sze Chow & Tsan‐Ming Choi & Bin Shen & Jinhui Zheng, 2014. "Supply Contracting with Risk‐Sensitive Retailers under Information Asymmetry: An Exploratory Behavioral Study," Systems Research and Behavioral Science, Wiley Blackwell, vol. 31(4), pages 554-564, July.
    24. Vives, Xavier, 1984. "Duopoly information equilibrium: Cournot and bertrand," Journal of Economic Theory, Elsevier, vol. 34(1), pages 71-94, October.
    25. Timothy W. McGuire & Richard Staelin, 1983. "An Industry Equilibrium Analysis of Downstream Vertical Integration," Marketing Science, INFORMS, vol. 2(2), pages 161-191.
    26. Bin Shen & Hau-Ling Chan, 2017. "Forecast Information Sharing for Managing Supply Chains in the Big Data Era: Recent Development and Future Research," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 34(01), pages 1-26, February.
    27. Zhibin (Ben) Yang & Göker Aydın & Volodymyr Babich & Damian R. Beil, 2012. "Using a Dual-Sourcing Option in the Presence of Asymmetric Information About Supplier Reliability: Competition vs. Diversification," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 202-217, April.
    28. Tsan‐Ming Choi & Stein W. Wallace & Yulan Wang, 2018. "Big Data Analytics in Operations Management," Production and Operations Management, Production and Operations Management Society, vol. 27(10), pages 1868-1883, October.
    29. 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.
    30. R Fildes & B Kingsman, 2011. "Incorporating demand uncertainty and forecast error in supply chain planning models," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(3), pages 483-500, March.
    31. Terry A. Taylor & Wenqiang Xiao, 2010. "Does a Manufacturer Benefit from Selling to a Better-Forecasting Retailer?," Management Science, INFORMS, vol. 56(9), pages 1584-1598, September.
    32. Jagmohan S. Raju & Abhik Roy, 2000. "Market Information and Firm Performance," Management Science, INFORMS, vol. 46(8), pages 1075-1084, August.
    33. Zhang, Anming & Lang, Chunmei & Hui, Y.V. & Leung, Lawrence, 2007. "Intermodal alliance and rivalry of transport chains: The air cargo market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 234-246, May.
    34. Andy A. Tsay & Narendra Agrawal, 2000. "Channel Dynamics Under Price and Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 372-391, August.
    35. Mehmet Gümüş & Saibal Ray & Haresh Gurnani, 2012. "Supply-Side Story: Risks, Guarantees, Competition, and Information Asymmetry," Management Science, INFORMS, vol. 58(9), pages 1694-1714, September.
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