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Blockchain adoption in a green supply chain: Considering information asymmetry of consumers’ privacy concern

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  • Cai, Jianhu
  • Cao, Zhengang
  • Shang, Jennifer

Abstract

In this study, we consider a green supply chain (GSC) with one manufacturer producing green products and one retailer implementing the sales effort, and assume that blockchain adoption increases market demand while causing the consumers' privacy concern (CPC) and that the retailer privately knows the CPC level information. Subsequently, we conduct games in three scenarios: (i) no blockchain adoption (N), (ii) blockchain adoption and information symmetry (BS), and (iii) blockchain adoption and information asymmetry (BA). Then, we obtain the manufacturer's optimal contract schemes and the retailer's optimal sales-effort levels in the three scenarios. Further, we analyze the optimal preferences of GSC members for these three scenarios. The results show that: (i) supply disruption occurs in Scenario BA if the probability of the high CPC level is too low, otherwise, the retailer prefers Scenario BA the most; (ii) the manufacturer's optimal ex-ante expected profit in Scenario BA is always lower than that in Scenario BS; (iii) the manufacturer prefers Scenario BS or Scenario BA over Scenario N under specific conditions; and (vi) blockchain adoption can achieve the Pareto improvement of the GSC under specific conditions.

Suggested Citation

  • Cai, Jianhu & Cao, Zhengang & Shang, Jennifer, 2025. "Blockchain adoption in a green supply chain: Considering information asymmetry of consumers’ privacy concern," International Journal of Production Economics, Elsevier, vol. 279(C).
    • Handle: RePEc:eee:proeco:v:279:y:2025:i:c:s0925527324003165
    DOI: 10.1016/j.ijpe.2024.109459
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    as
    1. Zhang, Cheng & Xiao, Guangnian & Xu, Lang, 2024. "Manufacturers' emission-reduction investments in competing supply chains with Prisoner’s Dilemma: The economic and environmental impacts of Retailer(s) capital Constraint(s)," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
    2. Xiaoping Xu & Mengying Zhang & Guowei Dou & Yugang Yu, 2023. "Coordination of a supply chain with an online platform considering green technology in the blockchain era," International Journal of Production Research, Taylor & Francis Journals, vol. 61(11), pages 3793-3810, June.
    3. Zhang, Qian & Li, Yongjian & Hou, Pengwen & Wang, Jun, 2024. "Price signal or blockchain technology? Quality information disclosure in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 316(1), pages 126-137.
    4. Junsong Bian & Xiaolong Guo, 2022. "Policy analysis for emission-reduction with green technology investment in manufacturing," Annals of Operations Research, Springer, vol. 316(1), pages 5-32, September.
    5. Yu Xia & Rongrong Shang & Mingxia Wei & Zhenke Wei, 2024. "Optimal pricing and financing decision of dual-channel green supply chain considering product differentiation and blockchain," Annals of Operations Research, Springer, vol. 338(2), pages 1317-1358, July.
    6. Bin Shen & Ciwei Dong & Stefan Minner, 2022. "Combating Copycats in the Supply Chain with Permissioned Blockchain Technology," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 138-154, January.
    7. Liu, Samuel Shuai & Hua, Guowei & Ma, Benedict Jun & Cheng, T.C.E., 2023. "Competition between green and non-green products in the blockchain era," International Journal of Production Economics, Elsevier, vol. 264(C).
    8. Niu, Baozhuang & Dong, Jian & Liu, Yaoqi, 2021. "Incentive alignment for blockchain adoption in medicine supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    9. Biswas, Debajyoti & Jalali, Hamed & Ansaripoor, Amir H. & De Giovanni, Pietro, 2023. "Traceability vs. sustainability in supply chains: The implications of blockchain," European Journal of Operational Research, Elsevier, vol. 305(1), pages 128-147.
    10. 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.
    11. 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).
    12. Xue-Yan Wu & Zhi-Ping Fan & Bing-Bing Cao, 2023. "An analysis of strategies for adopting blockchain technology in the fresh product supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 61(11), pages 3717-3734, June.
    13. Kshetri, Nir, 2018. "1 Blockchain’s roles in meeting key supply chain management objectives," International Journal of Information Management, Elsevier, vol. 39(C), pages 80-89.
    14. Hubert Pun & Jayashankar M. Swaminathan & Pengwen Hou, 2021. "Blockchain Adoption for Combating Deceptive Counterfeits," Production and Operations Management, Production and Operations Management Society, vol. 30(4), pages 864-882, April.
    15. Li, Qiu-xiang & Ji, Hui-min & Huang, Yi-min, 2022. "The information leakage strategies of the supply chain under the block chain technology introduction," Omega, Elsevier, vol. 110(C).
    16. Xu, Xiaoping & Yang, Yuanyuan & Zhang, Juzhi & Cheng, T.C.E., 2023. "Live streaming platform operations and coordination under the cap-and-trade regulation: Platform-enabled mode versus platform-agency mode," International Journal of Production Economics, Elsevier, vol. 260(C).
    17. Mingzhu Yu & Qi Gao & Zelong Yi, 2024. "Retailer Information Sharing Strategy with Counterfeiter Encroachment," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 41(01), pages 1-52, February.
    18. Zhang, Qi & Zhu, Xide & Lin, Gui-Hua, 2024. "Green technological licensing strategies with fixed-fee among rival firms under emissions trading scheme," European Journal of Operational Research, Elsevier, vol. 318(1), pages 110-130.
    19. Hong, Zhaofu & Wang, Hao & Yu, Yugang, 2018. "Green product pricing with non-green product reference," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 115(C), pages 1-15.
    20. Ma, Xueli & Mao, Jinyue & Luo, Qian & Bai, Qingguo, 2024. "Effects of information superiority and green optimism on green supply chains under different power structures," International Journal of Production Economics, Elsevier, vol. 268(C).
    21. Feng, Yunting & Lai, Kee-hung & Zhu, Qinghua, 2022. "Green supply chain innovation: Emergence, adoption, and challenges," International Journal of Production Economics, Elsevier, vol. 248(C).
    22. Li, Jin & Wang, Haoyu & Shi, Victor & Sun, Qi, 2024. "Manufacturer's choice of online selling format in a dual-channel supply chain with green products," European Journal of Operational Research, Elsevier, vol. 318(1), pages 131-142.
    23. Chen, Kebing & Liu, Jiawen & Huang, Ziyue & Wang, Shengbin, 2024. "Information sharing strategy and channel selection with substitutable products," International Journal of Production Economics, Elsevier, vol. 268(C).
    24. Xinyan Cao & Xiang Fang & Guang Xiao & Nan Yang, 2023. "Optimal Contract Design for a National Brand Manufacturer Under Store Brand Private Information," Manufacturing & Service Operations Management, INFORMS, vol. 25(5), pages 1835-1854, September.
    25. Tian, Longmei & Hu, Benyong, 2023. "The impacts of blockchain adoption on pricing and efforts decisions in online game supply chains with information asymmetry," International Journal of Production Economics, Elsevier, vol. 266(C).
    26. Mehrdokht Pournader & Yangyan Shi & Stefan Seuring & S.C. Lenny Koh, 2020. "Blockchain applications in supply chains, transport and logistics: a systematic review of the literature," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2063-2081, April.
    27. Gong, Canran & Ignatius, Joshua & Song, Huaming & Chai, Junwu & Day, Steven James, 2024. "The Impact of Platform’s Information Sharing on Manufacturer Encroachment and Selling Format Decision," European Journal of Operational Research, Elsevier, vol. 317(1), pages 141-155.
    28. Li, Qingying & Ma, Manqiong & Shi, Tianqin & Zhu, Chen, 2022. "Green investment in a sustainable supply chain: The role of blockchain and fairness," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 167(C).
    29. Ni, Jian & Xu, Yue & Shi, Jia & Li, Jiali, 2024. "Product innovation in a supply chain with information asymmetry: Is more private information always worse?," European Journal of Operational Research, Elsevier, vol. 314(1), pages 229-240.
    30. Yuguang Song & Jia Liu & Wen Zhang & Jian Li, 2023. "Blockchain’s role in e-commerce sellers’ decision-making on information disclosure under competition," Annals of Operations Research, Springer, vol. 329(1), pages 1009-1048, October.
    31. Zhang, Jian & Nault, Barrie R., 2023. "Information sharing in an MTO supply chain with upstream adjustments," European Journal of Operational Research, Elsevier, vol. 308(1), pages 97-112.
    32. Liu, Hengyu, 2022. "Combating unethical producer behavior: The value of traceability in produce supply chains," International Journal of Production Economics, Elsevier, vol. 244(C).
    33. Liu, Shuai & Hua, Guowei & Kang, Yuxuan & Edwin Cheng, T.C. & Xu, Yadong, 2022. "What value does blockchain bring to the imported fresh food supply chain?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    34. Zhang, Zhiming & Ren, Da & Lan, Yanfei & Yang, Shanxue, 2022. "Price competition and blockchain adoption in retailing markets," European Journal of Operational Research, Elsevier, vol. 300(2), pages 647-660.
    35. Zhi-Ping Fan & Xue-Yan Wu & Bing-Bing Cao, 2022. "Considering the traceability awareness of consumers: should the supply chain adopt the blockchain technology?," Annals of Operations Research, Springer, vol. 309(2), pages 837-860, February.
    36. Dong Li & Nishant Mishra & Serguei Netessine, 2023. "Contracting for Product Support Under Information Asymmetry," Management Science, INFORMS, vol. 69(8), pages 4627-4645, August.
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