IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v45y2024i2p1006-1025.html
   My bibliography  Save this article

Dynamic pricing for group‐buying strategy with network externality

Author

Listed:
  • Rui Hou
  • Weijian Li
  • Kangning Jin
  • Mingyue Qu
  • Xiaogang Lin

Abstract

We consider a two‐stage dynamic pricing problem for a seller who employs online group purchasing with strategic customers. Customers who arrive in Periods 1 and 2 can decide whether to purchase the product in the current period, delay their purchases to the next period (for those customers in Period 1), or leave the market. The network externality, a typical characteristic of group buying, is captured in our model. That is, more customers who purchase the product would positively or negatively affect the demand. We investigate the impacts of positive/negative externality on the seller's prices, demands, and profits, respectively. By comparing positive and negative externality cases, we find that customers who purchase the product in Period 2 can enjoy a lower price than in Period 1 for negative externality. Interestingly, however, the price in Period 1 might be higher or lower than in Period 2 for positive externality, even if the corresponding demand is lower. Compared to no externality, our result shows that the seller should reduce the price in Period 1 but increase it in Period 2 because this helps increase the total demand and profit in the presence of a positive externality. Nevertheless, when there exists a negative externality, we confirm that the prices in two periods might both decrease for a lower externality, which leads to lower total demand and profit for the seller. Since the seller can decide whether to disclose their reviews or product historical sales to customers, this result can provide practical implications for sellers who adopt a group purchasing strategy.

Suggested Citation

  • Rui Hou & Weijian Li & Kangning Jin & Mingyue Qu & Xiaogang Lin, 2024. "Dynamic pricing for group‐buying strategy with network externality," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 1006-1025, March.
  • Handle: RePEc:wly:mgtdec:v:45:y:2024:i:2:p:1006-1025
    DOI: 10.1002/mde.4030
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.4030
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.4030?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. Qian Liu & Garrett J. van Ryzin, 2008. "Strategic Capacity Rationing to Induce Early Purchases," Management Science, INFORMS, vol. 54(6), pages 1115-1131, June.
    2. Dongdong Yu & Miyu Wan & Chunlin Luo, 2022. "Dynamic pricing and dual‐channel choice in the presence of strategic consumers," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2392-2408, September.
    3. Baojun Jiang & Bicheng Yang, 2019. "Quality and Pricing Decisions in a Market with Consumer Information Sharing," Management Science, INFORMS, vol. 65(1), pages 272-285, January.
    4. Alessandro Acquisti & Hal R. Varian, 2005. "Conditioning Prices on Purchase History," Marketing Science, INFORMS, vol. 24(3), pages 367-381, May.
    5. Zhang, Guoquan & Shang, Jennifer & Yildirim, Pinar, 2016. "Optimal pricing for group buying with network effects," Omega, Elsevier, vol. 63(C), pages 69-82.
    6. 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.
    7. Krishnan S. Anand & Ravi Aron, 2003. "Group Buying on the Web: A Comparison of Price-Discovery Mechanisms," Management Science, INFORMS, vol. 49(11), pages 1546-1562, November.
    8. Yi, Yuyin & Yang, Haishen, 2017. "Wholesale pricing and evolutionary stable strategies of retailers under network externality," European Journal of Operational Research, Elsevier, vol. 259(1), pages 37-47.
    9. Xiaoqing Jing & Jinhong Xie, 2011. "Group Buying: A New Mechanism for Selling Through Social Interactions," Management Science, INFORMS, vol. 57(8), pages 1354-1372, August.
    10. 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.
    11. 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.
    12. 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.
    13. Yossi Aviv & Mike Mingcheng Wei & Fuqiang Zhang, 2019. "Responsive Pricing of Fashion Products: The Effects of Demand Learning and Strategic Consumer Behavior," Management Science, INFORMS, vol. 65(7), pages 2982-3000, July.
    14. Rui Zheng & Biying Shou & Yingju Chen, 2023. "Differential pricing in social networks with strategic consumers," Production and Operations Management, Production and Operations Management Society, vol. 32(8), pages 2638-2655, August.
    15. Li, Yiming & Li, Gang & Tayi, Giri Kumar & Cheng, T.C.E., 2019. "Omni-channel retailing: Do offline retailers benefit from online reviews?," International Journal of Production Economics, Elsevier, vol. 218(C), pages 43-61.
    16. Yao Cui & Izak Duenyas & Ozge Sahin, 2018. "Pricing of Conditional Upgrades in the Presence of Strategic Consumers," Management Science, INFORMS, vol. 64(7), pages 3208-3226, July.
    17. Ashutosh Prasad & R. Venkatesh & Vijay Mahajan, 2010. "Optimal Bundling of Technological Products with Network Externality," Management Science, INFORMS, vol. 56(12), pages 2224-2236, December.
    18. Jing, Bing, 2007. "Network externalities and market segmentation in a monopoly," Economics Letters, Elsevier, vol. 95(1), pages 7-13, April.
    19. Chen Jin & Chenguang (Allen) Wu & Ying-Ju Chen, 2023. "Managing Competition from Within and Outside: Using Strategic Inventory and Network Externality to Combat Copycats," Manufacturing & Service Operations Management, INFORMS, vol. 25(5), pages 1814-1834, September.
    20. Li, Jianfei & Li, Bei & Shen, Yang & Tang, Kun, 2022. "Study on the steady state of the propagation model of consumers’ perceived service quality in the community group-buying," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    21. Chen, Tinggui & Jin, Yumei & Yang, Jianjun & Cong, Guodong, 2022. "Identifying emergence process of group panic buying behavior under the COVID-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    22. Jinhong Xie & Marvin Sirbu, 1995. "Price Competition and Compatibility in the Presence of Positive Demand Externalities," Management Science, INFORMS, vol. 41(5), pages 909-926, May.
    23. José Correa & Ricardo Montoya & Charles Thraves, 2016. "Contingent Preannounced Pricing Policies with Strategic Consumers," Operations Research, INFORMS, vol. 64(1), pages 251-272, February.
    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. Simone Marinesi & Karan Girotra & Serguei Netessine, 2018. "The Operational Advantages of Threshold Discounting Offers," Management Science, INFORMS, vol. 64(6), pages 2690-2708, June.
    2. Zhao, Ju & Qiu, Ju & Zhou, Yong-Wu & Hu, Xiao-Jian & Yang, Ai-Feng, 2020. "Quality disclosure in the presence of strategic consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    3. Gu, Wei & Luan, Xiaoting & Song, Yanan & Shang, Jennifer, 2022. "Impact of loyalty program investment on firm performance: Seasonal products with strategic customers," European Journal of Operational Research, Elsevier, vol. 299(2), pages 621-630.
    4. Liang, Xiaoying & Ma, Lijun & Xie, Lei & Yan, Houmin, 2014. "The informational aspect of the group-buying mechanism," European Journal of Operational Research, Elsevier, vol. 234(1), pages 331-340.
    5. Wu, Meng & Ran, Yun & Zhu, Stuart X., 2022. "Optimal pricing strategy: How to sell to strategic consumers?," International Journal of Production Economics, Elsevier, vol. 244(C).
    6. Hao, Zhaowei & Qi, Wei & Gong, Tianxiao & Chen, Lihua & Shen, Zuo-Jun Max, 2019. "Innovation uncertainty, new product press timing and strategic consumers," Omega, Elsevier, vol. 89(C), pages 122-135.
    7. Yanan Song & Xiaobo Zhao, 2017. "A newsvendor problem with boundedly rational strategic customers," International Journal of Production Research, Taylor & Francis Journals, vol. 55(1), pages 228-243, January.
    8. René Caldentey & Ying Liu & Ilan Lobel, 2017. "Intertemporal Pricing Under Minimax Regret," Operations Research, INFORMS, vol. 65(1), pages 104-129, February.
    9. Zhang, Qiao & Zaccour, Georges & Zhang, Jianxiong & Tang, Wansheng, 2020. "Strategic pricing under quality signaling and imitation behaviors in supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    10. Ming Hu & Zizhuo Wang & Yinbo Feng, 2020. "Information Disclosure and Pricing Policies for Sales of Network Goods," Operations Research, INFORMS, vol. 68(4), pages 1162-1177, July.
    11. Yiwei Chen & Vivek F. Farias, 2018. "Robust Dynamic Pricing with Strategic Customers," Mathematics of Operations Research, INFORMS, vol. 43(4), pages 1119-1142, November.
    12. Haijun Chen & Qi Xu, 2024. "Strategies for dynamic pricing competition between differentiated sellers: Considering platform fees and strategic consumers," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 608-623, March.
    13. Liu, Jingchen & Zhai, Xin & Chen, Lihua, 2019. "Optimal pricing strategy under trade-in program in the presence of strategic consumers," Omega, Elsevier, vol. 84(C), pages 1-17.
    14. Ye, Taofeng & Yang, Huiqiang, 2020. "Price and Quality Management with Strategic Consumers: Whether to Introduce a High or Low Product Variant," Applied Mathematics and Computation, Elsevier, vol. 386(C).
    15. Yash Kanoria & Hamid Nazerzadeh, 2021. "Incentive-Compatible Learning of Reserve Prices for Repeated Auctions," Operations Research, INFORMS, vol. 69(2), pages 509-524, March.
    16. Wang, Jie & Ma, Benedict Jun & Yang, Yanyi & Cheng, Chun-Hung & Kuo, Yong-Hong, 2025. "Group buying with consumer disappointment at failed deals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 194(C).
    17. René Caldentey & Ying Liu & Ilan Lobel, 2017. "Intertemporal Pricing Under Minimax Regret," Operations Research, INFORMS, vol. 65(1), pages 104-129, February.
    18. Vincent Mak & Amnon Rapoport & Eyran J. Gisches & Jiaojie Han, 2014. "Purchasing Scarce Products Under Dynamic Pricing: An Experimental Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 16(3), pages 425-438, July.
    19. Ying‐Ju Chen & Leon Yang Chu, 2020. "Synchronizing pricing and replenishment to serve forward‐looking customers," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(5), pages 321-333, August.
    20. Vincent Mak & Amnon Rapoport & Eyran J. Gisches, 2018. "Dynamic Pricing Decisions and Seller-Buyer Interactions under Capacity Constraints," Games, MDPI, vol. 9(1), pages 1-23, February.

    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:wly:mgtdec:v:45:y:2024:i:2:p:1006-1025. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    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.