IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0293346.html
   My bibliography  Save this article

Dynamic supervision of counterfeit products based on blockchain technology: A differential game on goodwill accumulation

Author

Listed:
  • Zhongmiao Sun
  • Qi Xu
  • Jinrong Liu

Abstract

Counterfeiting is a serious problem in many industries, and the annual profit and tax losses caused by counterfeit products in China have reached over 60 billion yuan. The focus of this paper is to study the effect of blockchain technology in terms of supervising counterfeit products as well as product quality and service decisions under blockchain from a dynamic optimization perspective. We consider the role of blockchain when disclosing product quality information and develop a dynamic optimization model before and after blockchain adoption using differential game theory. Meanwhile, we solve the model using the Hamilton-Jacobi-Bellman (HJB) equation and backward induction and conduct parametric, comparative, and numerical analyses of the equilibrium solutions. The main findings are as follows: First, we find that in the absence of blockchain, counterfeit products can reduce brand goodwill and decrease the quality and service level of genuine products; however, supervising counterfeit product sales through blockchain can improve this problem under the critical conditions determined in this work. Second, in the direct sales mode, we find that if the unit operating cost and fixed cost of blockchain are small, the brand owner’s adoption of blockchain can not only combat the counterfeiter’s profit but also increase its own profit. Third, in the wholesale sales mode, we find that the best conditions in which a brand owner can establish blockchain are only related to the related costs of blockchain, while retailers also need to increase the selling price of genuine products when establishing blockchain. Fourth, we find that supply chain performance and blockchain supervisory effects are sensitive to key parameters through numerical analysis in a quantitative form. These findings have important implications for genuine enterprises in terms of determining the conditions for establishing blockchain to combat counterfeiting and for optimizing product quality and service decisions when using blockchain technology.

Suggested Citation

  • Zhongmiao Sun & Qi Xu & Jinrong Liu, 2023. "Dynamic supervision of counterfeit products based on blockchain technology: A differential game on goodwill accumulation," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-53, October.
  • Handle: RePEc:plo:pone00:0293346
    DOI: 10.1371/journal.pone.0293346
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0293346
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293346&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0293346?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Pittiglio, Rosanna, 2023. "Counterfeiting and firm survival. Do international trade activities matter?," International Business Review, Elsevier, vol. 32(5).
    2. Yi Qian, 2014. "Brand Management and Strategies Against Counterfeits," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(2), pages 317-343, June.
    3. Kumar, Sourabh & Barua, Mukesh Kumar, 2023. "Exploring the hyperledger blockchain technology disruption and barriers of blockchain adoption in petroleum supply chain," Resources Policy, Elsevier, vol. 81(C).
    4. Sarah Yini Gao & Wei Shi Lim & Christopher S. Tang, 2017. "Entry of Copycats of Luxury Brands," Marketing Science, INFORMS, vol. 36(2), pages 274-289, March.
    5. 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.
    6. Ahmed, Wafaa A.H. & MacCarthy, Bart L., 2023. "Blockchain-enabled supply chain traceability – How wide? How deep?," International Journal of Production Economics, Elsevier, vol. 263(C).
    7. Bo Li & Subodha Kumar, 2018. "Should You Kill or Embrace Your Competitor: Cloud Service and Competition Strategy," Production and Operations Management, Production and Operations Management Society, vol. 27(5), pages 822-838, May.
    8. Zhang, Qing & Jiang, Xiuqi & Zheng, Yini, 2023. "Blockchain adoption and gray markets in a global supply chain," Omega, Elsevier, vol. 115(C).
    9. Wei-yu Kevin Chiang & Dilip Chhajed & James D. Hess, 2003. "Direct Marketing, Indirect Profits: A Strategic Analysis of Dual-Channel Supply-Chain Design," Management Science, INFORMS, vol. 49(1), pages 1-20, January.
    10. Liu, Zheng & Huang, Yu-Qing & Shang, Wen-Long & Zhao, Yuan-Jun & Yang, Zao-Li & Zhao, Zhao, 2022. "Precooling energy and carbon emission reduction technology investment model in a fresh food cold chain based on a differential game," Applied Energy, Elsevier, vol. 326(C).
    11. Song, Jian & Chutani, Anshuman & Dolgui, Alexandre & Liang, Liang, 2021. "Dynamic innovation and pricing decisions in a supply-Chain," Omega, Elsevier, vol. 103(C).
    12. Deqing Ma & Jinsong Hu & Weihao Wang, 2021. "Differential game of product–service supply chain considering consumers’ reference effect and supply chain members’ reciprocity altruism in the online-to-offline mode," Annals of Operations Research, Springer, vol. 304(1), pages 263-297, September.
    13. Wang, Yu & Yan, Zhiguo, 2023. "Pareto-based Stackelberg differential game for stochastic systems with multi-followers," Applied Mathematics and Computation, Elsevier, vol. 436(C).
    14. Tian Lim Tan & Iftekhar Salam & Madhusudan Singh, 2022. "Blockchain-based healthcare management system with two-side verifiability," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-25, April.
    15. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Niu, Baozhuang & Ruan, Yiyuan & Xu, Haotao, 2024. "Less is more? Channel separation to mitigate triple competition and combat copycats in agency e-commerce," European Journal of Operational Research, Elsevier, vol. 315(1), pages 242-270.
    2. Zhou, Yu & Gao, Xiang & Luo, Suyuan & Xiong, Yu & Ye, Niangyue, 2022. "Anti-Counterfeiting in a retail Platform: A Game-Theoretic approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    3. 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.
    4. 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.
    5. Hubert Pun & Pengwen Hou, 2022. "Combating copycatting from emerging market suppliers in global supply chains," Production and Operations Management, Production and Operations Management Society, vol. 31(8), pages 3304-3319, August.
    6. Bian, Junsong & Liang, Suzhen & Liu, Yunchuan & Zhao, Xuan, 2024. "Equilibrium anti-counterfeiting strategies with deceptive counterfeits: Proactive, reactive, or instantaneous?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 191(C).
    7. Zhang, Kun & Choi, Tsan-Ming & Chung, Sai-Ho & Dai, Yue & Wen, Xin, 2024. "Blockchain adoption in retail operations: Stablecoins and traceability," European Journal of Operational Research, Elsevier, vol. 315(1), pages 147-160.
    8. Dou, Guowei & Wei, Kun & Sun, Tingting & Ma, Lijun, 2024. "Blockchain technology adoption in a supply chain: Channel leaderships and environmental implications," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
    9. Bian, Junsong & Zhang, Guoqing & Zhou, Guanghui, 2023. "The strategic impact of vertical integration on non-deceptive counterfeiting," International Journal of Production Economics, Elsevier, vol. 260(C).
    10. Niu, Baozhuang & Ruan, Yiyuan & Xu, Haotao, 2023. "Turn a blind eye? E-tailer's blockchain participation considering upstream competition between copycats and brands," International Journal of Production Economics, Elsevier, vol. 265(C).
    11. Lu, Qihui & Liao, Changhua & Chen, Xiangfeng, 2024. "The blockchain adoption strategies of online retailer in a dual-channel supply chain," International Journal of Production Economics, Elsevier, vol. 274(C).
    12. Wu, Jianghua & Cheng, Hongya & Li, Luyao, 2024. "Blockchain-enabled downward traceability to combat gray market," International Journal of Production Economics, Elsevier, vol. 278(C).
    13. De-Qing Ma & Xiao-Qing Wang & Xue Wang & Jin-Song Hu, 2023. "Achieving Triple Benefits in a Platform-Based Closed-Loop Supply Chain: The Optimal Combination between Recycling Channel and Blockchain," Sustainability, MDPI, vol. 15(5), pages 1-40, February.
    14. Song, Zhuzhu & Qin, Zhongfeng & Liu, Tian-Liang, 2024. "Implications of counterfeiting and differentiation on online knowledge services with suitability upgrades," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    15. Zhu, Shichao & Li, Jian & Wang, Shouyang & Xia, Yusen & Wang, Yajing, 2023. "The role of blockchain technology in the dual-channel supply chain dominated by a brand owner," International Journal of Production Economics, Elsevier, vol. 258(C).
    16. Wong, Lai-Wan & Tan, Garry Wei-Han & Ooi, Keng-Boon & Chan, Hing Kai, 2024. "Blockchains for SMEs: A Fit-Viability perspective moderated by organizational innovation diffusion for supply chain performance," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
    17. He, Chao & Tan, Chunqiao & Ip, W.H. & Wu, C.H., 2023. "Combating counterfeits with the Blockchain-technology-supported platform under government enforcement," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
    18. Lei, Yongqin & Ødegaard, Fredrik & Pun, Hubert, 2025. "Effect of counterfeits and fake reviews in markets for credence goods," Omega, Elsevier, vol. 131(C).
    19. Guan, Zhimin & Yu, Tianyang & Dong, Jingyang & Zhang, Jun, 2024. "Impact of consumers’ anticipated regret on brand owners’ blockchain adoption in the presence of a secondhand market," International Journal of Production Economics, Elsevier, vol. 271(C).
    20. Davies, Jennifer & Sharifi, Hossein & Lyons, Andrew & Forster, Rick & Elsayed, Omar Khaled Shokry Mohamed, 2024. "Non-fungible tokens: The missing ingredient for sustainable supply chains in the metaverse age?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0293346. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.