IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v344y2025i2d10.1007_s10479-024-05850-8.html
   My bibliography  Save this article

Platform pricing and blockchain adoption for capacity sharing with cross-network externality and supply risk

Author

Listed:
  • Longfei He

    (Tianjin University)

  • Xiao Zhang

    (Tianjin University)

  • Baofeng Huo

    (Tianjin University)

  • Yang Zhang

    (University of Kent)

Abstract

Platform-based capacity sharing is a new business format of sharing economy to reallocate spare production resources via industrial internet, generating collaborative manufacturing related platform operations issues. This paper examines the impact of cross-network externality and supply risk of the two-sided market on the pricing and blockchain adopting decisions of capacity sharing platforms. The mean–variance model is employed to depict the impact of purchasers’ or suppliers’ risk-sensitive types on platform pricing, where purchasers’ or suppliers’ risk-sensitive types can be identified by blockchain technology and be intertwined by the cross-network externality. The obtained platform’s optimal pricing under two scenarios with risk-sensitive capacity purchasers (D) and risk-sensitive suppliers (S) shows that the platform charges risk-seeking, risk-neutral and risk-averse users in descending order for the platform side containing risk-sensitive users, regardless of the comparison of bilateral cross-network externalities. However, for risk-neutral side users, the price ranking under three risk-sensitive types depends on the relative size of bilateral cross-network externalities. In addition, blockchain technology always decreases the surplus of risk-sensitive side users, whereas it increases the surplus of risk-insensitive side users. Further, we find that platform prefers to introduce blockchain technology when the fixed cost of introducing it is less than the profit increment it brings. In addition, by comparing platform profits and blockchain value in the two scenarios, we argue that platforms need to comprehensively balance the comparison of fixed costs of introducing blockchain on both sides and the importance of risk-preferring and risk-averse users to improve their profitability. Introducing blockchain technology to the side where the cost of blockchain technology is higher may result in higher blockchain value for the platform. Finally, we examine the platform with two-sided risk-sensitive users and the results are robust. This study proposes theoretical explanation for platform pricing considering the cross-network externality and risk-sensitive users, as well as some management insights for the application of blockchain technology in platform operations.

Suggested Citation

  • Longfei He & Xiao Zhang & Baofeng Huo & Yang Zhang, 2025. "Platform pricing and blockchain adoption for capacity sharing with cross-network externality and supply risk," Annals of Operations Research, Springer, vol. 344(2), pages 793-823, January.
  • Handle: RePEc:spr:annopr:v:344:y:2025:i:2:d:10.1007_s10479-024-05850-8
    DOI: 10.1007/s10479-024-05850-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-024-05850-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10479-024-05850-8?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Vincent Charles & Ali Emrouznejad & Tatiana Gherman, 2023. "A critical analysis of the integration of blockchain and artificial intelligence for supply chain," Annals of Operations Research, Springer, vol. 327(1), pages 7-47, August.
    2. 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).
    3. Yoon, Sang Won & Nof, Shimon Y., 2011. "Affiliation/dissociation decision models in demand and capacity sharing collaborative network," International Journal of Production Economics, Elsevier, vol. 130(2), pages 135-143, April.
    4. Yasemin Merzifonluoglu, 2015. "Impact of risk aversion and backup supplier on sourcing decisions of a firm," International Journal of Production Research, Taylor & Francis Journals, vol. 53(22), pages 6937-6961, November.
    5. Burcu Tan & Edward G. Anderson, Jr. & Geoffrey G. Parker, 2020. "Platform Pricing and Investment to Drive Third-Party Value Creation in Two-Sided Networks," Information Systems Research, INFORMS, vol. 31(1), pages 217-239, March.
    6. 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.
    7. Woonam Hwang & Nitin Bakshi & Victor DeMiguel, 2018. "Wholesale Price Contracts for Reliable Supply," Production and Operations Management, Production and Operations Management Society, vol. 27(6), pages 1021-1037, June.
    8. 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.
    9. Wu, Meng & Zhu, Stuart X. & Teunter, Ruud H., 2013. "The risk-averse newsvendor problem with random capacity," European Journal of Operational Research, Elsevier, vol. 231(2), pages 328-336.
    10. Moghaddam, Mohsen & Nof, Shimon Y., 2016. "Real-time optimization and control mechanisms for collaborative demand and capacity sharing," International Journal of Production Economics, Elsevier, vol. 171(P4), pages 495-506.
    11. Yannis Bakos & Hanna Halaburda, 2020. "Platform Competition with Multihoming on Both Sides: Subsidize or Not?," Management Science, INFORMS, vol. 66(12), pages 5599-5607, December.
    12. Wen, Xin & Siqin, Tana, 2020. "How do product quality uncertainties affect the sharing economy platforms with risk considerations? A mean-variance analysis," International Journal of Production Economics, Elsevier, vol. 224(C).
    13. Clark, Robert & Vincent, Nicolas, 2012. "Capacity-contingent pricing and competition in the airline industry," Journal of Air Transport Management, Elsevier, vol. 24(C), pages 7-11.
    14. Ma, Wenliang & Wang, Qiang & Yang, Hangjun & Zhang, Yahua, 2019. "An analysis of price competition and price wars in Australia's domestic airline market," Transport Policy, Elsevier, vol. 81(C), pages 163-172.
    15. 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).
    16. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    17. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    18. Wang, Shiying & Chen, Huimiao & Wu, Desheng, 2019. "Regulating platform competition in two-sided markets under the O2O era," International Journal of Production Economics, Elsevier, vol. 215(C), pages 131-143.
    19. Wang, Chengfu & Chen, Xiangfeng & Xu, Xun & Jin, Wei, 2023. "Financing and operating strategies for blockchain technology-driven accounts receivable chains," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1279-1295.
    20. Mei Lin & Xiajun Amy Pan & Quan Zheng, 2020. "Platform Pricing with Strategic Buyers: The Impact of Future Production Cost," Production and Operations Management, Production and Operations Management Society, vol. 29(5), pages 1122-1144, May.
    21. Xu, Xiaoping & He, Ping & Zhou, Li & Cheng, T.C.E., 2023. "Coordination of a platform-based supply chain in the marketplace or reselling mode considering cross-channel effect and blockchain technology," European Journal of Operational Research, Elsevier, vol. 309(1), pages 170-187.
    22. Xu, Xiaoping & Yan, Luling & Choi, Tsan-Ming & Cheng, T.C.E., 2023. "When Is It Wise to Use Blockchain for Platform Operations with Remanufacturing?," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1073-1090.
    23. Sammi Y. Tang & Haresh Gurnani & Diwakar Gupta, 2014. "Managing Disruptions in Decentralized Supply Chains with Endogenous Supply Process Reliability," Production and Operations Management, Production and Operations Management Society, vol. 23(7), pages 1198-1211, July.
    24. Liang Guo & Xiaole Wu, 2018. "Capacity Sharing Between Competitors," Management Science, INFORMS, vol. 64(8), pages 3554-3573, August.
    25. Gullu, Refik & Onol, Ebru & Erkip, Nesim, 1999. "Analysis of an inventory system under supply uncertainty," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 377-385, March.
    26. Panos Kouvelis & Guang Xiao & Nan Yang, 2021. "Role of Risk Aversion in Price Postponement Under Supply Random Yield," Management Science, INFORMS, vol. 67(8), pages 4826-4844, August.
    27. Frank W. Ciarallo & Ramakrishna Akella & Thomas E. Morton, 1994. "A Periodic Review, Production Planning Model with Uncertain Capacity and Uncertain Demand---Optimality of Extended Myopic Policies," Management Science, INFORMS, vol. 40(3), pages 320-332, March.
    28. Kung, Ling-Chieh & Zhong, Guan-Yu, 2017. "The optimal pricing strategy for two-sided platform delivery in the sharing economy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 101(C), pages 1-12.
    29. 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.
    30. Edward G. Anderson & Geoffrey G. Parker & Burcu Tan, 2014. "Platform Performance Investment in the Presence of Network Externalities," Information Systems Research, INFORMS, vol. 25(1), pages 152-172, March.
    31. Seok, Hyesung & Nof, Shimon Y., 2014. "Dynamic coalition reformation for adaptive demand and capacity sharing," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 136-146.
    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. Wei, Wanying & Liu, Weihua & Tang, Ou & Dong, Chuanwen & Liang, Yanjie, 2023. "CSR investment for a two-sided platform: Network externality and risk aversion," European Journal of Operational Research, Elsevier, vol. 307(2), pages 694-712.
    2. 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).
    3. 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).
    4. Sui, Ronghua & Zhang, Xumei & Dan, Bin & Zhang, Haiyue & Liu, Yi, 2023. "Bilateral value-added service investment in platform competition with cross-side network effects under multihoming," European Journal of Operational Research, Elsevier, vol. 304(3), pages 952-963.
    5. 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).
    6. Zhu, Weijun & Xie, Jiaping & Xia, Yu & Wei, Lihong & Liang, Ling, 2023. "Getting more third-party participants on board: Optimal pricing and investment decisions in competitive platform ecosystems," European Journal of Operational Research, Elsevier, vol. 307(1), pages 177-192.
    7. Sui, Ronghua & Liu, Molin & Liu, Yi & Zha, Xiaoyu, 2024. "Two-sided dynamic pricing and value-added service investment strategies of competitive platforms considering indirect network effects," International Journal of Production Economics, Elsevier, vol. 272(C).
    8. 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).
    9. 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).
    10. Xi, Xuan & Zhang, Yulin & Goh, Mark, 2025. "Consumer data collection strategies in two-sided platforms: The role of data ownership assignment and privacy concerns," International Journal of Production Economics, Elsevier, vol. 280(C).
    11. Hua Tang & Xingzheng Ai & Haojia He & Songbo Guo, 2024. "Business expansion strategy of two competing software platforms: envelopment vs. connection," Electronic Commerce Research, Springer, vol. 24(4), pages 2239-2265, December.
    12. Wu, Wenqing & Huang, Xuan & Wu, Chia-Huei & Tsai, Sang-Bing, 2022. "Pricing strategy and performance investment decisions in competitive crowdfunding markets," Journal of Business Research, Elsevier, vol. 140(C), pages 491-497.
    13. Xiaoxi Zhu & Changhui Yang & Kai Liu & Rui Zhang & Qingquan Jiang, 2022. "Cooperation and decision making in a two-sided market motivated by the externality of a third-party social media platform," Annals of Operations Research, Springer, vol. 316(1), pages 117-142, September.
    14. Suyuan Luo & Tsan-Ming Choi, 2024. "Great partners: how deep learning and blockchain help improve business operations together," Annals of Operations Research, Springer, vol. 339(1), pages 53-78, August.
    15. 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).
    16. Lu, Qihui & Liao, Changhua & Chen, Meilan & Shi, Victor & Hu, Xiangling & Hu, Weiwei, 2024. "Platform financing or bank financing in agricultural supply chains: The impact of platform digital empowerment," European Journal of Operational Research, Elsevier, vol. 315(3), pages 952-964.
    17. Tang, Hua & Chen, Jing & Ai, Xingzheng & Li, Xiaojing & He, Haojia, 2023. "First-party content decision under competitive hardware/software platforms: Free vs. charge," European Journal of Operational Research, Elsevier, vol. 311(3), pages 1068-1083.
    18. Cao, Yu & Yi, Chaoqun & Wan, Guangyu & Hu, Hanli & Li, Qingsong & Wang, Shouyang, 2022. "An analysis on the role of blockchain-based platforms in agricultural supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 163(C).
    19. Liu, Xingfen & Zhou, Zhongbao & Zhong, Feimin & Hu, Minhui, 2024. "Resolving the information reliability issue in live streaming through blockchain adoption," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
    20. 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).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:spr:annopr:v:344:y:2025:i:2:d:10.1007_s10479-024-05850-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.