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Supply chain operations with online platforms under the cap-and-trade regulation: Impacts of using blockchain technology

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  • Xu, Xiaoping
  • Choi, Tsan-Ming

Abstract

This paper analytically studies a supply chain in which the manufacturer sells its products through an offline channel and an online platform under cap-and-trade regulation. The online platform can operate under either the agency mode or reselling mode. A cross-channel effect is present between the online and offline channels, and the online platform has its power. The market includes information-sensitive and information-insensitive consumers, and the use of blockchain technology is examined. We analytically find that an increase of the cross-channel effect and platform power can benefit the manufacturer and online platform. The optimal production quantities with the agency mode are increasing in the commission rate when the cross-channel effect is high. Choosing the agency mode (reselling mode) can benefit the manufacturer when the commission rate is low (high). Whether blockchain technology can enhance profitability of the manufacturer’s offline channel depends on the cross-channel effect. Blockchain can generate more (less) consumer surplus when the cross-channel effect is low (high). With the agency mode, blockchain technology can always increase the online platform’s profit, while it may reduce its profit with reselling mode. We further discuss the coordination issues.

Suggested Citation

  • Xu, Xiaoping & Choi, Tsan-Ming, 2021. "Supply chain operations with online platforms under the cap-and-trade regulation: Impacts of using blockchain technology," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
  • Handle: RePEc:eee:transe:v:155:y:2021:i:c:s1366554521002532
    DOI: 10.1016/j.tre.2021.102491
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    as
    1. Ping He & Guowei Dou & Wei Zhang, 2017. "Optimal production planning and cap setting under cap-and-trade regulation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(9), pages 1094-1105, September.
    2. Yuelin Shen & Sean P. Willems & Yue Dai, 2019. "Channel Selection and Contracting in the Presence of a Retail Platform," Production and Operations Management, Production and Operations Management Society, vol. 28(5), pages 1173-1185, May.
    3. Hua, Guowei & Cheng, T.C.E. & Wang, Shouyang, 2011. "Managing carbon footprints in inventory management," International Journal of Production Economics, Elsevier, vol. 132(2), pages 178-185, August.
    4. Xiting Gong & Sean X. Zhou, 2013. "Optimal Production Planning with Emissions Trading," Operations Research, INFORMS, vol. 61(4), pages 908-924, August.
    5. Lin Tian & Asoo J. Vakharia & Yinliang (Ricky) Tan & Yifan Xu, 2018. "Marketplace, Reseller, or Hybrid: Strategic Analysis of an Emerging E‐Commerce Model," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1595-1610, August.
    6. Xiaolong Guo & Lihong Cheng & Jie Liu, 2020. "Green supply chain contracts with eco-labels issued by the sales platform: profitability and environmental implications," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1485-1504, March.
    7. Leng, Mingming & Zhu, An, 2009. "Side-payment contracts in two-person nonzero-sum supply chain games: Review, discussion and applications," European Journal of Operational Research, Elsevier, vol. 196(2), pages 600-618, July.
    8. Choi, Tsan-Ming & Guo, Shu, 2020. "Is a ‘free lunch’ a good lunch? The performance of zero wholesale price-based supply-chain contracts," European Journal of Operational Research, Elsevier, vol. 285(1), pages 237-246.
    9. Zhang, Kenan & Nie, Yu (Marco), 2021. "Inter-platform competition in a regulated ride-hail market with pooling," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 151(C).
    10. Chen, Jing & Zhang, Hui & Sun, Ying, 2012. "Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain," Omega, Elsevier, vol. 40(5), pages 571-583.
    11. Choi, Tsan-Ming & Feng, Lipan & Li, Rong, 2020. "Information disclosure structure in supply chains with rental service platforms in the blockchain technology era," International Journal of Production Economics, Elsevier, vol. 221(C).
    12. Xianjun Geng & Yinliang (Ricky) Tan & Lai Wei, 2018. "How Add†on Pricing Interacts with Distribution Contracts," Production and Operations Management, Production and Operations Management Society, vol. 27(4), pages 605-623, April.
    13. Zhang, Shichen & Zhang, Jianxiong, 2020. "Agency selling or reselling: E-tailer information sharing with supplier offline entry," European Journal of Operational Research, Elsevier, vol. 280(1), pages 134-151.
    14. Li, Yongjian & Feng, Lipan & Govindan, Kannan & Xu, Fangchao, 2019. "Effects of a secondary market on original equipment manufactures’ pricing, trade-in remanufacturing, and entry decisions," European Journal of Operational Research, Elsevier, vol. 279(3), pages 751-766.
    15. Yan, Yingchen & Zhao, Ruiqing & Liu, Zhibing, 2018. "Strategic introduction of the marketplace channel under spillovers from online to offline sales," European Journal of Operational Research, Elsevier, vol. 267(1), pages 65-77.
    16. Feng, Lipan & Govindan, Kannan & Li, Chunfa, 2017. "Strategic planning: Design and coordination for dual-recycling channel reverse supply chain considering consumer behavior," European Journal of Operational Research, Elsevier, vol. 260(2), pages 601-612.
    17. Vibhanshu Abhishek & Kinshuk Jerath & Z. John Zhang, 2016. "Agency Selling or Reselling? Channel Structures in Electronic Retailing," Management Science, INFORMS, vol. 62(8), pages 2259-2280, August.
    18. Choi, Tsan-Ming & Guo, Shu & Liu, Na & Shi, Xiutian, 2020. "Optimal pricing in on-demand-service-platform-operations with hired agents and risk-sensitive customers in the blockchain era," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1031-1042.
    19. Yi, Zelong & Li, Fan & Ma, Lijun, 2019. "The impact of distribution channels on trial-version provision with a positive network effect," Omega, Elsevier, vol. 85(C), pages 115-133.
    20. 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.
    21. Juzhi Zhang & Suresh P. Sethi & Tsan‐Ming Choi & T. C. E. Cheng, 2020. "Supply Chains Involving a Mean‐Variance‐Skewness‐Kurtosis Newsvendor: Analysis and Coordination," Production and Operations Management, Production and Operations Management Society, vol. 29(6), pages 1397-1430, June.
    22. Luo, Chunlin & Leng, Mingming & Huang, Jian & Liang, Liping, 2014. "Supply chain analysis under a price-discount incentive scheme for electric vehicles," European Journal of Operational Research, Elsevier, vol. 235(1), pages 329-333.
    23. Choi, Tsan-Ming & He, Yanyan, 2019. "Peer-to-peer collaborative consumption for fashion products in the sharing economy: Platform operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 126(C), pages 49-65.
    24. Choi, Tsan-Ming, 2019. "Blockchain-technology-supported platforms for diamond authentication and certification in luxury supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 17-29.
    25. Shen, Bin & Xu, Xiaoyan & Yuan, Quan, 2020. "Selling secondhand products through an online platform with blockchain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    26. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    27. Wang, Cuixia & Leng, Mingming & Liang, Liping, 2018. "Choosing an online retail channel for a manufacturer: Direct sales or consignment?," International Journal of Production Economics, Elsevier, vol. 195(C), pages 338-358.
    28. Zhang, Bin & Xu, Liang, 2013. "Multi-item production planning with carbon cap and trade mechanism," International Journal of Production Economics, Elsevier, vol. 144(1), pages 118-127.
    29. Xu, Xiaoping & He, Ping & Zhang, Shanshan, 2021. "Channel addition from marketplace or reselling under regional carbon cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 236(C).
    30. Qin, Yao & Shi, Linda Hui & Song, Lei & Stöttinger, Barbara & Tan, Kang (Frank), 2018. "Integrating consumers’ motives with suppliers’ solutions to combat Shanzhai: A phenomenon beyond counterfeit," Business Horizons, Elsevier, vol. 61(2), pages 229-237.
    31. Dutta, Pankaj & Choi, Tsan-Ming & Somani, Surabhi & Butala, Richa, 2020. "Blockchain technology in supply chain operations: Applications, challenges and research opportunities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    32. Xu, Xiaoping & Zhang, Wei & He, Ping & Xu, Xiaoyan, 2017. "Production and pricing problems in make-to-order supply chain with cap-and-trade regulation," Omega, Elsevier, vol. 66(PB), pages 248-257.
    33. Tsan-Ming Choi, 2018. "Impacts of retailer’s risk averse behaviors on quick response fashion supply chain systems," Annals of Operations Research, Springer, vol. 268(1), pages 239-257, September.
    34. Nie, Jiajia & Zhong, Ling & Yan, Hong & Yang, Wenjuan, 2019. "Retailers' distribution channel strategies with cross-channel effect in a competitive market," International Journal of Production Economics, Elsevier, vol. 213(C), pages 32-45.
    35. Dou, Guowei & Choi, Tsan-Ming, 2021. "Does implementing trade-in and green technology together benefit the environment?," European Journal of Operational Research, Elsevier, vol. 295(2), pages 517-533.
    36. Andrei Hagiu & Julian Wright, 2015. "Marketplace or Reseller?," Management Science, INFORMS, vol. 61(1), pages 184-203, January.
    37. Zeng, Fangli & Chan, Hing Kai & Pawar, Kulwant, 2020. "The adoption of open platform for container bookings in the maritime supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    38. Ting Ji & Xiaoping Xu & Xiaoming Yan & Yugang Yu, 2020. "The production decisions and cap setting with wholesale price and revenue sharing contracts under cap-and-trade regulation," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 128-147, January.
    39. Xu, Xiaoping & Zhang, Mian & He, Ping, 2020. "Coordination of a supply chain with online platform considering delivery time decision," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    40. Choi, Tsan-Ming & Luo, Suyuan, 2019. "Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 139-152.
    41. Choi, Tsan-Ming & Ouyang, Xu, 2021. "Initial coin offerings for blockchain based product provenance authentication platforms," International Journal of Production Economics, Elsevier, vol. 233(C).
    42. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    43. 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.
    44. Yang, Huixiao & Luo, Jianwen & Zhang, Qinhong, 2018. "Supplier encroachment under nonlinear pricing with imperfect substitutes: Bargaining power versus revenue-sharing," European Journal of Operational Research, Elsevier, vol. 267(3), pages 1089-1101.
    45. Chun‐Hung Chiu & Tsan‐Ming Choi & Xin Dai & Bin Shen & Jin‐Hui Zheng, 2018. "Optimal Advertising Budget Allocation in Luxury Fashion Markets with Social Influences: A Mean‐Variance Analysis," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1611-1629, August.
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