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How live-streaming commerce interacts with two-period pricing when selling to strategic customers

Author

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  • Chen, Pingping
  • Xie, Lei
  • Dai, Lu
  • Song, Zhuzhu

Abstract

Live-streaming commerce serves as a novel marketing tool in the digital era, facilitating real-time interactions between streamers and customers to enhance product sales. However, the transition back to solely traditional online channels following live-stream events presents decision-making challenges for firms regarding dynamic pricing, price commitment, and price matching schemes, particularly when dealing with strategic customers. We develop a two-period theoretical model to explore the selection of pricing schemes by a firm who may launch a live-streaming sales. Our analysis reveals that while live-streaming cannot necessarily enhance profitability under price commitment scheme, it significantly boosts profits under dynamic pricing and price matching schemes due to amplified pricing flexibility. The increased customer patience in strategic waiting diminishes the benefits of live-streaming under dynamic pricing, whereas it enhances them under price matching with reimbursement mechanisms. Moreover, dynamic pricing and price matching schemes, traditionally perceived as less favorable, emerge as potentially more effective due to the real-time value enhancement effect of live-streaming commerce, which can mitigate customers’ strategic delay in purchasing decisions. The firm’s selection of an optimal pricing scheme under live-streaming commerce can also maximize consumer surplus, thereby enhancing social welfare and promoting a positive image of corporate social responsibility advocated by governmental bodies. This “win-win-win” scenario for the firm, customers, and government can be achieved through dynamic pricing or price commitment schemes. In this context, a conducive social environment can be fostered, enabling all participants to collaborate in expanding opportunities and benefiting everyone.

Suggested Citation

  • Chen, Pingping & Xie, Lei & Dai, Lu & Song, Zhuzhu, 2025. "How live-streaming commerce interacts with two-period pricing when selling to strategic customers," European Journal of Operational Research, Elsevier, vol. 327(1), pages 148-161.
  • Handle: RePEc:eee:ejores:v:327:y:2025:i:1:p:148-161
    DOI: 10.1016/j.ejor.2025.05.042
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    1. Gérard P. Cachon & Robert Swinney, 2009. "Purchasing, Pricing, and Quick Response in the Presence of Strategic Consumers," Management Science, INFORMS, vol. 55(3), pages 497-511, March.
    2. Karagür, Zeynep & Becker, Jan-Michael & Klein, Kristina & Edeling, Alexander, 2022. "How, why, and when disclosure type matters for influencer marketing," International Journal of Research in Marketing, Elsevier, vol. 39(2), pages 313-335.
    3. Wongkitrungrueng, Apiradee & Assarut, Nuttapol, 2020. "The role of live streaming in building consumer trust and engagement with social commerce sellers," Journal of Business Research, Elsevier, vol. 117(C), pages 543-556.
    4. Mustafa O. Kabul & Ali K. Parlaktürk, 2019. "The Value of Commitments When Selling to Strategic Consumers: A Supply Chain Perspective," Management Science, INFORMS, vol. 65(10), pages 4754-4770, October.
    5. Nenggui Zhao & Qiang Wang & Ping Cao & Jie Wu, 2019. "Dynamic pricing with reference price effect and price-matching policy in the presence of strategic consumers," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(12), pages 2069-2083, December.
    6. Xuanming Su, 2007. "Intertemporal Pricing with Strategic Customer Behavior," Management Science, INFORMS, vol. 53(5), pages 726-741, May.
    7. 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.
    8. Liyuan Zhu & Nan Liu, 2023. "Game theoretic analysis of logistics service coordination in a live-streaming e-commerce system," Electronic Commerce Research, Springer, vol. 23(2), pages 1049-1087, June.
    9. Ahmadi, Iman & Skiera, Bernd & Lambrecht, Anja & Heubrandner, Florian, 2017. "Time preferences and the pricing of complementary durables and consumables," International Journal of Research in Marketing, Elsevier, vol. 34(4), pages 813-828.
    10. 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).
    11. 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).
    12. Jingchuan Pu & Young Kwark & Sang Pil Han & Qiang Ye & Bin Gu, 2024. "Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings," Information Systems Research, INFORMS, vol. 35(3), pages 1363-1381, September.
    13. Cohen-Vernik, Dinah & Pazgal, Amit, 2017. "Price Adjustment Policy with Partial Refunds," Journal of Retailing, Elsevier, vol. 93(4), pages 507-526.
    14. Dasu, Sriram & Tong, Chunyang, 2010. "Dynamic pricing when consumers are strategic: Analysis of posted and contingent pricing schemes," European Journal of Operational Research, Elsevier, vol. 204(3), pages 662-671, August.
    15. Yan, Yingchen & Zhao, Ruiqing & Liu, Zhibing, 2018. "Strategic introduction of the marketplace channel under spillovers from online to offline sales," European Journal of Operational Research, Elsevier, vol. 267(1), pages 65-77.
    16. Guoming Lai & Laurens G. Debo & Katia Sycara, 2010. "Erratum to "Buy Now and Match Later: Impact of Posterior Price Matching on Profit with Strategic Consumers"," Manufacturing & Service Operations Management, INFORMS, vol. 12(2), pages 370-370.
    17. 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.
    18. Verma, Swati & Guha, Abhijit & Biswas, Abhijit & Grewal, Dhruv, 2019. "Are Low Price and Price Matching Guarantees Equivalent? The Effects of Different Price Guarantees on Consumers’ Evaluations," Journal of Retailing, Elsevier, vol. 95(3), pages 99-108.
    19. Guoming Lai & Laurens G. Debo & Katia Sycara, 2010. "Buy Now and Match Later: Impact of Posterior Price Matching on Profit with Strategic Consumers," Manufacturing & Service Operations Management, INFORMS, vol. 12(1), pages 33-55, December.
    20. Enzo Sauma & Shmuel Oren, 2006. "Proactive planning and valuation of transmission investments in restructured electricity markets," Journal of Regulatory Economics, Springer, vol. 30(3), pages 358-387, November.
    21. 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.
    22. 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.
    23. Yossi Aviv & Amit Pazgal, 2008. "Optimal Pricing of Seasonal Products in the Presence of Forward-Looking Consumers," Manufacturing & Service Operations Management, INFORMS, vol. 10(3), pages 339-359, December.
    24. Stephen Shum & Shilu Tong & Tingting Xiao, 2017. "On the Impact of Uncertain Cost Reduction When Selling to Strategic Customers," Management Science, INFORMS, vol. 63(3), pages 843-860, March.
    25. Beetsma, Roel & Uhlig, Harald, 1999. "An Analysis of the Stability and Growth Pact," Economic Journal, Royal Economic Society, vol. 109(458), pages 546-571, October.
    26. Yen-Ting Lin & Ali K. Parlaktürk & Jayashankar M. Swaminathan, 2018. "Are Strategic Customers Bad for a Supply Chain?," Manufacturing & Service Operations Management, INFORMS, vol. 20(3), pages 481-497, July.
    27. Li, Yanran & Li, Bo & Wang, Minxue & Liu, Yang, 2023. "Optimal sales strategies for an omni-channel manufacturer in livestreaming demonstration trends," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 180(C).
    28. Anuj Kumar & Yinliang (Ricky) Tan, 2015. "The Demand Effects of Joint Product Advertising in Online Videos," Management Science, INFORMS, vol. 61(8), pages 1921-1937, August.
    29. Zizhuo Wang & Ming Hu, 2014. "Committed Versus Contingent Pricing Under Competition," Production and Operations Management, Production and Operations Management Society, vol. 23(11), pages 1919-1936, November.
    30. Hu, Peng & Gong, Yeming & Lu, Yaobin & Ding, Amy Wenxuan, 2023. "Speaking vs. listening? Balance conversation attributes of voice assistants for better voice marketing," International Journal of Research in Marketing, Elsevier, vol. 40(1), pages 109-127.
    31. 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).
    32. 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.
    33. 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.
    34. Chen, Pingping & Zhao, Ruiqing & Yan, Yingchen & Zhou, Chi, 2021. "Promoting end-of-season product through online channel in an uncertain market," European Journal of Operational Research, Elsevier, vol. 295(3), pages 935-948.
    35. Mao, Zhaofang & Du, Zelin & Yuan, Ruiying & Miao, Qiqi, 2022. "Short-term or long-term cooperation between retailer and MCN? New launched products sales strategies in live streaming e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    36. Xuanming Su & Fuqiang Zhang, 2008. "Strategic Customer Behavior, Commitment, and Supply Chain Performance," Management Science, INFORMS, vol. 54(10), pages 1759-1773, October.
    37. Enzo Sauma & Shmuel Oren, 2006. "Proactive planning and valuation of transmission investments in restructured electricity markets," Journal of Regulatory Economics, Springer, vol. 30(3), pages 261-290, November.
    38. Benny Mantin & Harish Krishnan & Tirtha Dhar, 2014. "The Strategic Role of Third-Party Marketplaces in Retailing," Production and Operations Management, Production and Operations Management Society, vol. 23(11), pages 1937-1949, November.
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