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Green investment in a sustainable supply chain: The role of blockchain and fairness

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  • Li, Qingying
  • Ma, Manqiong
  • Shi, Tianqin
  • Zhu, Chen

Abstract

We study a green investment problem of a sustainable supply chain with one manufacturer who decides whether to implement blockchain and one retailer who has emotional fairness concerns. Although blockchain adoption is costly, it can raise customers’ green sensitivity level and exempt a firm from environmental taxes. A fair-minded retailer cares about disadvantageous inequity in addition to monetary payoffs. We compare the supply chain performance with and without blockchain, each in combination with and without emotional fairness concerns. We show that the manufacturer has the incentive to adopt blockchain if the operational cost is below a certain threshold, and this threshold increases in both tax rate and the blockchain-driven increment in customers’ green sensitivity. We find that fairness can encourage blockchain implementation if and only if the blockchain-driven increment in customers’ green sensitivity level is nominal. Moreover, blockchain adoption may weaken the positive impact of fairness on the supply chain performance such as the mitigation of double marginalization and consumer welfare improvement. We also find that blockchain can encourage green investment and benefit the retailer only if the blockchain-driven increment in customers’ green sensitivity level is relatively high; that is, an “all-win” situation for the supply chain can be achieved by blockchain adoption. Extended studies on consumption-based emission taxes and blockchain setup cost are also provided.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:transe:v:167:y:2022:i:c:s136655452200285x
    DOI: 10.1016/j.tre.2022.102908
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    as
    1. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    2. Bin Shen & Chen Zhu & Qingying Li & Xiaofeng Wang, 2021. "Green technology adoption in textiles and apparel supply chains with environmental taxes," International Journal of Production Research, Taylor & Francis Journals, vol. 59(14), pages 4157-4174, July.
    3. Eskandarpour, Majid & Dejax, Pierre & Miemczyk, Joe & Péton, Olivier, 2015. "Sustainable supply chain network design: An optimization-oriented review," Omega, Elsevier, vol. 54(C), pages 11-32.
    4. Liu, Zhi & Zheng, Xiao-Xue & Li, Deng-Feng & Liao, Chen-Nan & Sheu, Jiuh-Biing, 2021. "A novel cooperative game-based method to coordinate a sustainable supply chain under psychological uncertainty in fairness concerns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    5. 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).
    6. Saberi, Sara, 2018. "Sustainable, multiperiod supply chain network model with freight carrier through reduction in pollution stock," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 421-444.
    7. Tsan‐Ming Choi & Subodha Kumar & Xiaohang Yue & Hau‐Ling Chan, 2022. "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 9-31, January.
    8. Dong, Ciwei & Chen, Chenyi & Shi, Xiutian & Ng, Chi To, 2021. "Operations strategy for supply chain finance with asset-backed securitization: Centralization and blockchain adoption," International Journal of Production Economics, Elsevier, vol. 241(C).
    9. Wang, Yuyan & Yu, Zhaoqing & Jin, Mingzhou & Mao, Jiafu, 2021. "Decisions and coordination of retailer-led low-carbon supply chain under altruistic preference," European Journal of Operational Research, Elsevier, vol. 293(3), pages 910-925.
    10. 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.
    11. Volodymyr Babich & Gilles Hilary, 2020. "OM Forum—Distributed Ledgers and Operations: What Operations Management Researchers Should Know About Blockchain Technology," Manufacturing & Service Operations Management, INFORMS, vol. 22(2), pages 223-245, March.
    12. Zheng, Xiao-Xue & Li, Deng-Feng & Liu, Zhi & Jia, Fu & Sheu, Jiuh-Biing, 2019. "Coordinating a closed-loop supply chain with fairness concerns through variable-weighted Shapley values," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 126(C), pages 227-253.
    13. 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.
    14. Xiaole Wu & Julie A. Niederhoff, 2014. "Fairness in Selling to the Newsvendor," Production and Operations Management, Production and Operations Management Society, vol. 23(11), pages 2002-2022, November.
    15. Volodymyr Babich & Simone Marinesi & Gerry Tsoukalas, 2021. "Does Crowdfunding Benefit Entrepreneurs and Venture Capital Investors?," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 508-524, March.
    16. 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).
    17. Ren, Jie & Chen, Xi & Hu, Jian, 2020. "The effect of production- versus consumption-based emission tax under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 219(C), pages 82-98.
    18. 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.
    19. Yu, Yugang & Zhou, Sijie & Shi, Ye, 2020. "Information sharing or not across the supply chain: The role of carbon emission reduction," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    20. 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.
    21. 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).
    22. Nikunja Mohan Modak & Peter Kelle, 2021. "Using social work donation as a tool of corporate social responsibility in a closed-loop supply chain considering carbon emissions tax and demand uncertainty," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(1), pages 61-77, January.
    23. Rabin, Matthew, 1993. "Incorporating Fairness into Game Theory and Economics," American Economic Review, American Economic Association, vol. 83(5), pages 1281-1302, December.
    24. 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.
    25. Tony Haitao Cui & Jagmohan S. Raju & Z. John Zhang, 2007. "Fairness and Channel Coordination," Management Science, INFORMS, vol. 53(8), pages 1303-1314, August.
    26. Seyyed-Mahdi Hosseini-Motlagh & Samira Ebrahimi & Abbas Jokar, 2021. "Sustainable supply chain coordination under competition and green effort scheme," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(2), pages 304-319, February.
    27. Li, Zhiwen & Xu, Xianhao & Bai, Qingguo & Guan, Xu & Zeng, Kuan, 2021. "The interplay between blockchain adoption and channel selection in combating counterfeits," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    28. 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.
    29. Adhikari, Arnab & Bisi, Arnab, 2020. "Collaboration, bargaining, and fairness concern for a green apparel supply chain: An emerging economy perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    30. Niu, Baozhuang & Mu, Zihao & Cao, Bin & Gao, Jie, 2021. "Should multinational firms implement blockchain to provide quality verification?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
    31. Wang, Junjin & Liu, Jiaguo & Wang, Fan & Yue, Xiaohang, 2021. "Blockchain technology for port logistics capability: Exclusive or sharing," Transportation Research Part B: Methodological, Elsevier, vol. 149(C), pages 347-392.
    32. Felipe Caro & Charles J. Corbett & Tarkan Tan & Rob Zuidwijk, 2013. "Double Counting in Supply Chain Carbon Footprinting," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 545-558, October.
    33. Yuyan Wang & Runjie Fan & Liang Shen & Mingzhou Jin, 2020. "Decisions and coordination of green e-commerce supply chain considering green manufacturer's fairness concerns," International Journal of Production Research, Taylor & Francis Journals, vol. 58(24), pages 7471-7489, December.
    34. Zelong Yi & Yulan Wang & Yun Liu & Ying†Ju Chen, 2018. "The Impact of Consumer Fairness Seeking on Distribution Channel Selection: Direct Selling vs. Agent Selling," Production and Operations Management, Production and Operations Management Society, vol. 27(6), pages 1148-1167, June.
    35. ., 2021. "Agriculture and the environment," Chapters, in: The Political Economy of Iraq, chapter 8, pages 133-160, Edward Elgar Publishing.
    36. Qingying Li & Xiaotong Guan & Tianqin Shi & Wen Jiao, 2020. "Green product design with competition and fairness concerns in the circular economy era," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 165-179, January.
    37. Hau-Ling Chan & Bin Shen & Yajun Cai, 2018. "Quick response strategy with cleaner technology in a supply chain: coordination and win-win situation analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 56(10), pages 3397-3408, May.
    38. Kouhizadeh, Mahtab & Saberi, Sara & Sarkis, Joseph, 2021. "Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers," International Journal of Production Economics, Elsevier, vol. 231(C).
    39. Saberi, Sara & Cruz, Jose M. & Sarkis, Joseph & Nagurney, Anna, 2018. "A competitive multiperiod supply chain network model with freight carriers and green technology investment option," European Journal of Operational Research, Elsevier, vol. 266(3), pages 934-949.
    40. 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).
    41. Qinzi Xiao & Lin Chen & Ming Xie & Cheng Wang, 2021. "Optimal contract design in sustainable supply chain: Interactive impacts of fairness concern and overconfidence," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(7), pages 1505-1524, July.
    42. Ciwei Dong & Bin Shen & Pui-Sze Chow & Liu Yang & Chi To Ng, 2016. "Sustainability investment under cap-and-trade regulation," Annals of Operations Research, Springer, vol. 240(2), pages 509-531, May.
    43. Gianmarco Bressanelli & Marco Perona & Nicola Saccani, 2019. "Challenges in supply chain redesign for the Circular Economy: a literature review and a multiple case study," International Journal of Production Research, Taylor & Francis Journals, vol. 57(23), pages 7395-7422, December.
    44. 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.
    45. 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.
    46. Liu, Chao & Chen, Weidong, 2019. "Decision making in green supply chains under the impact of the stochastic and multiple-variable dependent reference point," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 443-469.
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