IDEAS home Printed from https://ideas.repec.org/a/eee/jomega/v133y2025ics0305048325000027.html
   My bibliography  Save this article

Maintaining E-commerce supply chain viability: Addressing supply risks with a strategic live-streaming channel

Author

Listed:
  • Li, Qingying
  • Zhu, Shuo
  • Choi, Tsan-Ming
  • Shen, Bin

Abstract

Under the recent COVID-19 pandemic and operational disruption, we have witnessed the importance of maintaining supply chain viability. Exploring the channel effect (e.g., the use of innovative sales channels) in addressing supply risks is essential to understanding the viability of e-commerce supply chains. Motivated by the emergence of live-streaming channels in the “new normal”, in this study, we consider an e-commerce supply chain facing supply risks. Capturing supply risks by a random supply viability, we investigate the channel decision on whether to introduce live streaming and the platform's optimal selling format selection (between reselling and marketplace). We prove that live streaming can help address supply risks because it can utilize the streamer's sales effort to impact the live-streaming retail price and create more flexibility. We confirm that a sufficiently high live-streaming efficiency is crucial for introducing a live-streaming channel. Interestingly, we uncover that high volatility of supply risks incentivizes the adoption of live streaming. We also find that incorporating live streaming may change the e-tailer's selling format preferences because the reselling format exhibits a higher acceptance of live streaming than the marketplace one, which is further influenced by the combined influence of live streaming and supply risks. Our results imply that live streaming plays a positive role in maintaining supply chain viability by enhancing the supply chain's overall ability to address supply risks. This paper provides scientific evidence on the importance of having a live-streaming channel in addressing supply risks in the new normal.

Suggested Citation

  • Li, Qingying & Zhu, Shuo & Choi, Tsan-Ming & Shen, Bin, 2025. "Maintaining E-commerce supply chain viability: Addressing supply risks with a strategic live-streaming channel," Omega, Elsevier, vol. 133(C).
  • Handle: RePEc:eee:jomega:v:133:y:2025:i:c:s0305048325000027
    DOI: 10.1016/j.omega.2025.103276
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305048325000027
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.omega.2025.103276?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Xiaoping Xu & Yujing Chen & Ping He & Yugang Yu & Gongbing Bi, 2023. "The selection of marketplace mode and reselling mode with demand disruptions under cap-and-trade regulation," International Journal of Production Research, Taylor & Francis Journals, vol. 61(8), pages 2738-2757, April.
    2. Alexandre Dolgui & Dmitry Ivanov & Boris Sokolov, 2020. "Reconfigurable supply chain: the X-network," International Journal of Production Research, Taylor & Francis Journals, vol. 58(13), pages 4138-4163, July.
    3. Chen, Xu & Wang, Xiaojun & Zhang, Dan & Yang, Mingfang, 2023. "Selling models for platforms under service-sensitive demand," Omega, Elsevier, vol. 115(C).
    4. Qin, Xuelian & Liu, Zhixue & Tian, Lin, 2021. "The optimal combination between selling mode and logistics service strategy in an e-commerce market," European Journal of Operational Research, Elsevier, vol. 289(2), pages 639-651.
    5. Dmitry Ivanov, 2022. "Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic," Annals of Operations Research, Springer, vol. 319(1), pages 1411-1431, December.
    6. Brian Rongqing Han & Tianshu Sun & Leon Yang Chu & Lixia Wu, 2022. "COVID-19 and E-Commerce Operations: Evidence from Alibaba," Manufacturing & Service Operations Management, INFORMS, vol. 24(3), pages 1388-1405, May.
    7. Khadija Echefaj & Abdelkabir Charkaoui & Anass Cherrafi & Dmitry Ivanov, 2024. "Design of resilient and viable sourcing strategies in intertwined circular supply networks," Annals of Operations Research, Springer, vol. 337(1), pages 459-498, June.
    8. LIN, Feng & QIN, Xibei & PU, Xujin & ZHU, Weiwei & ZHUO, Xingxuan, 2021. "Effects of in-house production on channel structures in a co-opetitive supply chain under supply uncertainty," Omega, Elsevier, vol. 103(C).
    9. Niu, Baozhuang & Bao, Jinxiao & Cao, Bin, 2022. "Retailer's make-or-buy decision for remanufactured products under in-house yield uncertainty," Omega, Elsevier, vol. 110(C).
    10. 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.
    11. Junbin Wang & Xing Zhang, 2023. "The value of influencer channel in an emerging livestreaming e-commerce model," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 74(1), pages 112-124, January.
    12. Cui, Xueqing & Li, Yongjian & Li, Xiang & Fang, Shulin, 2023. "Livestream e-commerce in a platform supply chain: A product-fit uncertainty reduction perspective," International Journal of Production Economics, Elsevier, vol. 258(C).
    13. Lei Yang & Cong Zheng & Caixia Hao, 2024. "Optimal platform sales mode in live streaming commerce supply chains," Electronic Commerce Research, Springer, vol. 24(2), pages 1017-1070, June.
    14. Chen, Zhongwei & Fan, Zhi-Ping & Zhao, Xuan, 2021. "Offering return-freight insurance or not: Strategic analysis of an e-seller's decisions," Omega, Elsevier, vol. 103(C).
    15. Li, Guo & Liu, Mengqi & Zheng, Hong, 2022. "Subsidization or Diversification? Mitigating Supply Disruption with Manufacturer Information Sharing," Omega, Elsevier, vol. 112(C).
    16. Ivanov, Dmitry & Keskin, Burcu B., 2023. "Post-pandemic adaptation and development of supply chain viability theory," Omega, Elsevier, vol. 116(C).
    17. Dmitry Ivanov, 2024. "Two views of supply chain resilience," International Journal of Production Research, Taylor & Francis Journals, vol. 62(11), pages 4031-4045, June.
    18. Yang, Wenting & Govindan, Kannan & Zhang, Jiantong, 2023. "Spillover effects of live streaming selling in a dual-channel supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 180(C).
    19. Choi, Tsan-Ming & Shi, Xiutian, 2022. "Reducing supply risks by supply guarantee deposit payments in the fashion industry in the “new normal after COVID-19”," Omega, Elsevier, vol. 109(C).
    20. Pulley, Lawrence B., 1981. "A General Mean-Variance Approximation to Expected Utility for Short Holding Periods," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(3), pages 361-373, September.
    21. Lu, Yusheng & Duan, Yongrui, 2024. "Strategic live streaming choices for vertically differentiated products," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    22. Qiang Wang & Nenggui Zhao & Xiang Ji, 2024. "Reselling or agency selling? The strategic role of live streaming commerce in distribution contract selection," Electronic Commerce Research, Springer, vol. 24(2), pages 983-1016, June.
    23. Zhang, Wen & Yu, Lili & Wang, Zhenzhen, 2023. "Live-streaming selling modes on a retail platform," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
    24. Huang, Lingchen & Liu, Bin & Zhang, Rong, 2024. "Channel strategies for competing retailers: Whether and when to introduce live stream?," European Journal of Operational Research, Elsevier, vol. 312(2), pages 413-426.
    25. Can Sun & Yonghua Ji, 2022. "For Better or For Worse: Impacts of IoT Technology in e‐Commerce Channel," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 1353-1371, March.
    26. Ji, Guojun & Fu, Tianyu & Li, Shuhao, 2023. "Optimal selling format considering price discount strategy in live-streaming commerce," European Journal of Operational Research, Elsevier, vol. 309(2), pages 529-544.
    27. Qingying Li & Shuo Zhu & Hongqiao Chen, 2024. "Order-Fulfillment Coalitions in a Hybrid E-Commerce Platform: Myopic versus Farsighted Stability," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 41(04), pages 1-32, August.
    28. Yushi Tsunoda & Yusuke Zennyo, 2021. "Platform Information Transparency and Effects on Third‐Party Suppliers and Offline Retailers," Production and Operations Management, Production and Operations Management Society, vol. 30(11), pages 4219-4235, November.
    29. Hao, Caixia & Yang, Lei, 2023. "Resale or agency sale? Equilibrium analysis on the role of live streaming selling," European Journal of Operational Research, Elsevier, vol. 307(3), pages 1117-1134.
    30. Dmitry Ivanov & Alexandre Dolgui & Jennifer V. Blackhurst & Tsan-Ming Choi, 2023. "Toward supply chain viability theory: from lessons learned through COVID-19 pandemic to viable ecosystems," International Journal of Production Research, Taylor & Francis Journals, vol. 61(8), pages 2402-2415, April.
    31. Khadija Echefaj & Abdelkabir Charkaoui & Anass Cherrafi & Dmitry Ivanov, 2024. "Correction: Design of resilient and viable sourcing strategies in intertwined circular supply networks," Annals of Operations Research, Springer, vol. 341(2), pages 1333-1334, October.
    32. Loistl, Otto, 1976. "The Erroneous Approximation of Expected Utility by Means of a Taylor's Series Expansion: Analytic and Computational Results," American Economic Review, American Economic Association, vol. 66(5), pages 904-910, December.
    33. Park, Hyun Jung & Lin, Li Min, 2020. "The effects of match-ups on the consumer attitudes toward internet celebrities and their live streaming contents in the context of product endorsement," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    34. Niu, Baozhuang & Yu, Xinhu & Li, Qiyang & Wang, Yulan, 2023. "Gains and Losses of Key Opinion Leaders’ Product Promotion in Livestream E-commerce," Omega, Elsevier, vol. 117(C).
    35. Li, Guo & Zhang, Lijun & Guan, Xu & Zheng, Junjun, 2016. "Impact of decision sequence on reliability enhancement with supply disruption risks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 25-38.
    36. Andrei Hagiu & Julian Wright, 2015. "Marketplace or Reseller?," Management Science, INFORMS, vol. 61(1), pages 184-203, January.
    37. Wang, Lisha & Chen, Jing & Song, Huaming, 2021. "Marketplace or reseller? Platform strategy in the presence of customer returns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    38. 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).
    39. Yuan, Xiaoyong & Bi, Gongbing & Fei, Yalei & Liu, Lindong, 2021. "Supply chain with random yield and financing," Omega, Elsevier, vol. 102(C).
    40. Albert Y. Ha & Huajiang Luo & Weixin Shang, 2022. "Supplier Encroachment, Information Sharing, and Channel Structure in Online Retail Platforms," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 1235-1251, March.
    41. 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.
    42. Bin Shen & Ming Cheng & Renlong He & Minglei Yang, 2024. "Selling through social media influencers in influencer marketing: participation-based contract versus sales-based contract," Electronic Commerce Research, Springer, vol. 24(2), pages 1095-1118, June.
    43. 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.
    44. 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.
    45. Kroll, Yoram & Levy, Haim & Markowitz, Harry M, 1984. "Mean-Variance versus Direct Utility Maximization," Journal of Finance, American Finance Association, vol. 39(1), pages 47-61, March.
    46. Xu, Xiaoping & Wang, Yuting & Cheng, T.C.E. & Choi, Tsan-Ming, 2024. "Should live broadcasting platforms adopt artificial intelligence? A sales effort perspective," European Journal of Operational Research, Elsevier, vol. 318(3), pages 979-999.
    47. Dmitry Ivanov, 2024. "Transformation of supply chain resilience research through the COVID-19 pandemic," International Journal of Production Research, Taylor & Francis Journals, vol. 62(23), pages 8217-8238, December.
    48. Guthrie, Cameron & Fosso-Wamba, Samuel & Arnaud, Jean Brice, 2021. "Online consumer resilience during a pandemic: An exploratory study of e-commerce behavior before, during and after a COVID-19 lockdown," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    49. Dmitry Ivanov & Alexandre Dolgui, 2020. "Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 2904-2915, May.
    50. Yi He & Lidong Chen & Jingjing Mu & Azmat Ullah, 2024. "Optimal contract design for live streaming shopping in a manufacturer–retailer–streamer supply chain," Electronic Commerce Research, Springer, vol. 24(2), pages 1071-1093, June.
    51. Haoyan Sun & Jianqing Chen & Ming Fan, 2021. "Effect of Live Chat on Traffic‐to‐Sales Conversion: Evidence from an Online Marketplace," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1201-1219, May.
    52. Albert Y. Ha & Shilu Tong & Yunjie Wang, 2022. "Channel Structures of Online Retail Platforms," Manufacturing & Service Operations Management, INFORMS, vol. 24(3), pages 1547-1561, May.
    53. Ran Pan & Juan Feng & Zhenling Zhao, 2022. "Fly with the wings of live‐stream selling—Channel strategies with/without switching demand," Production and Operations Management, Production and Operations Management Society, vol. 31(9), pages 3387-3399, September.
    54. Liu, Ming & Liu, Zhongzheng & Chu, Feng & Dolgui, Alexandre & Chu, Chengbin & Zheng, Feifeng, 2022. "An optimization approach for multi-echelon supply chain viability with disruption risk minimization," Omega, Elsevier, vol. 112(C).
    55. Sanjoy Kumar Paul & Md. Abdul Moktadir & Karam Sallam & Tsan-Ming Choi & Ripon Kumar Chakrabortty, 2023. "A recovery planning model for online business operations under the COVID-19 outbreak," International Journal of Production Research, Taylor & Francis Journals, vol. 61(8), pages 2613-2635, April.
    56. Brusset, Xavier & Ivanov, Dmitry & Jebali, Aida & La Torre, Davide & Repetto, Marco, 2023. "A dynamic approach to supply chain reconfiguration and ripple effect analysis in an epidemic," International Journal of Production Economics, Elsevier, vol. 263(C).
    57. Ivanov, Dmitry, 2024. "Supply chain resilience: Conceptual and formal models drawing from immune system analogy," Omega, Elsevier, vol. 127(C).
    58. Alexandre Dolgui & Oleg Gusikhin & Dmitry Ivanov & Xingyu Li & Kathryn Stecke, 2024. "A network-of-networks adaptation for cross-industry manufacturing repurposing," IISE Transactions, Taylor & Francis Journals, vol. 56(6), pages 666-682, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhan, Sha-lei & Ignatius, Joshua & Ng, Chi To & Chen, Daqiang, 2025. "Supply chain network viability: Managing disruption risk via dynamic data and interaction models," Omega, Elsevier, vol. 134(C).

    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. Fan, Xiaojun & Zhang, Lu & Guo, Xin & Zhao, Wenyu, 2024. "The impact of live-streaming interactivity on live-streaming sales mode based on game-theoretic analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    2. Xu, Xiaoping & Chen, Xinru & Hou, Jinyan & Cheng, T.C.E. & Yu, Yugang & Zhou, Li, 2025. "Should live streaming be adopted for agricultural supply chain considering platform’s quality improvement and blockchain support?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 195(C).
    3. Yılmaz, Ömer Faruk & Guan, Yongpei & Yılmaz, Beren Gürsoy & Yeni, Fatma Betül & Özçelik, Gökhan, 2025. "A comprehensive methodology combining machine learning and unified robust stochastic programming for medical supply chain viability," Omega, Elsevier, vol. 133(C).
    4. Li, Gang & Zheng, Zhijun & Cheng, T.C.E. & Wang, Wei & Wu, Feng, 2025. "Agency selling or reselling: The impact of logistics service on selling mode choice," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 193(C).
    5. Sawik, Tadeusz, 2025. "Economically viable reshoring of supply chains under ripple effect," Omega, Elsevier, vol. 131(C).
    6. Zhou, Xiaoyang & Liu, He & Li, Jialu & Zhang, Kai & Lev, Benjamin, 2023. "Channel strategies when digital platforms emerge: A systematic literature review," Omega, Elsevier, vol. 120(C).
    7. Ke, Wan & Zhou, Xiaoyang & Lev, Benjamin & Shen, Wenjing, 2025. "Strategic Inventory with an Unreliable Manufacturer across Multiple Supply Chain Structures," Omega, Elsevier, vol. 133(C).
    8. Wu, Meng & Zhang, Jiawei & Chen, Xin, 2025. "Managing supply disruptions for risk-averse buyers: Diversified sourcing vs. disruption prevention," Omega, Elsevier, vol. 131(C).
    9. Chervenkova, Tanya & Ivanov, Dmitry, 2023. "Adaptation strategies for building supply chain viability: A case study analysis of the global automotive industry re-purposing during the COVID-19 pandemic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
    10. Broekaert, Jan B. & Hafiz, Faizal & Jayaraman, Raja & La Torre, Davide, 2025. "Managing resilience and viability of supranational supply chains under epidemic control scenarios," Omega, Elsevier, vol. 133(C).
    11. Xu, Xiaoping & Wang, Yuting & Cheng, T.C.E. & Choi, Tsan-Ming, 2024. "Should live broadcasting platforms adopt artificial intelligence? A sales effort perspective," European Journal of Operational Research, Elsevier, vol. 318(3), pages 979-999.
    12. Lu, Wei & Ji, Xiang & Wu, Jie, 2025. "Retailer’s information sharing and manufacturer’s channel expansion in the live-streaming E-commerce era," European Journal of Operational Research, Elsevier, vol. 320(3), pages 527-543.
    13. Zhang, Xinxin & Zhang, Xiuyi & Huang, Junran, 2025. "Socially responsible e-commerce supply chains: Sales mode preference and store brand introduction," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 193(C).
    14. Wang, Lu & Deng, Tianhu & Li, Qiaofeng, 2025. "Can feature removal benefit the automotive manufacturers amid supply shortages? An analytical investigation," Omega, Elsevier, vol. 132(C).
    15. Niu, Baozhuang & Deng, Xinhai & Xie, Fengfeng & Shen, Zifan, 2025. "Dual sourcing hurts supply chain viability? The value of brand-owners’ cooperation under single sourcing," Omega, Elsevier, vol. 133(C).
    16. Yang, Wenting & Govindan, Kannan & Zhang, Jiantong, 2023. "Spillover effects of live streaming selling in a dual-channel supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 180(C).
    17. Chen, Yan & Zhang, Tao & Li, Gang & Wang, Wei, 2024. "The interaction between manufacturer’s showroom deployment and online selling formats," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
    18. Tan, Yinliang (Ricky) & Yu, Chuanbin & Liu, Yang & Zheng, Quan, 2024. "Agency models in online platforms: A review of recent developments and future prospects," European Journal of Operational Research, Elsevier, vol. 319(3), pages 679-695.
    19. Chen, Yue & Wang, Yong & Zheng, Jing & Song, Yimin & Wen, Yue, 2025. "Self-reliance vs. Dependence: Optimal live streaming strategies selection for E-retailers at different developmental stages," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    20. Niu, Baozhuang & Chen, Yuyang & Zhang, Jianhua & Chen, Kanglin & Jin, Yong, 2025. "Brands’ Livestream Selling with Influencers’ Converting Fans into Consumers," Omega, Elsevier, vol. 131(C).

    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:eee:jomega:v:133:y:2025:i:c:s0305048325000027. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/375/description#description .

    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.