We study a retail system in which a brand owner sells through both a direct online channel and an offline retailer under uncertain market demand. We investigate the strategic interaction between the Buy-Online-and-Pick-up-in-Store (BOPS) channel and the retailer’s demand information sharing. We find that the brand owner’s direct online sales mitigate the double marginalization effect and improve total supply chain profitability. Without BOPS, the retailer always withholds demand information. With BOPS, however, the retailer may voluntarily share demand information when BOPS primarily creates incremental online-originated demand and the retailer retains sufficient cross-selling benefits, as the competition mitigation effect and the cross-channel value-added effect together outweigh the double marginalization effect. From the brand owner’s perspective, BOPS adoption and information sharing are always strategic complements. For the retailer, complementarity holds when the online sales increment and competition intensity jointly satisfy certain conditions. To resolve cases where voluntary sharing fails, we propose two mechanisms: a fixed payment scheme and a bilateral revenue-sharing (BRS) contract. We show that the BRS contract can achieve a Pareto improvement, and its performance is primarily driven by the cross-selling rate and the online sales increment. We also extend the model to several settings including consistent pricing, competition mitigation, market expansion, and a screening game, providing a more comprehensive characterization of omnichannel retailing under demand information asymmetry.
| [1] |
Bell D R, Gallia S, Moreno A. How to win in an omnichannel world. MIT Sloan Management Review, 2014, 56(1): 45-53
|
| [2] |
Chen X, Li B, Chen W, Wu S. Influences of information sharing and online recommendations in a supply chain: Reselling versus agency selling. Annals of Operations Research, 2023, 329(1): 717-756
|
| [3] |
Cho I K, Kreps D M. Signaling games and stable equilibria. The Quarterly Journal of Economics, 1987, 102(2): 179-221
|
| [4] |
Feng Y, Zhang J, Feng L, Zhu G. Benefit from a high store visiting cost in an omnichannel with bops. Transportation Research Part E: Logistics and Transportation Review, 2022, 166: 102904
|
| [5] |
Firouzi F, Jaber M Y, Baglieri E. Trust in supply forecast information sharing. International Journal of Production Research, 2016, 54(5): 1322-1333
|
| [6] |
Gal-Or E (1985). Information sharing in oligopoly. Econometrica: Journal of the Econometric Society 329–343.
|
| [7] |
Gallino S, Moreno A. Integration of online and offline channels in retail: The impact of sharing reliable inventory availability information. Management Science, 2014, 60(6): 1434-1451
|
| [8] |
Gao X. Online and offline information for omnichannel retailing. Manufacturing & Service Operations Management, 2017, 19(1): 84-98
|
| [9] |
Gao F, Agrawal V V, Cui S. The effect of multichannel and omnichannel retailing on physical stores. Management Science, 2022, 68(2): 809-826
|
| [10] |
Gao F, Su X. Omnichannel retail operations with buy-online-and-pick-up-in-store. Management Science, 2017, 63(8): 2478-2492
|
| [11] |
Gao F, Su X. Omnichannel service operations with online and offline self-order technologies. Management Science, 2018, 64(8): 3595-3608
|
| [12] |
Geng X, Chen Z, Guo X, Xiao G. Duopoly price competition with quality improvement spillover. Naval Research Logistics, 2022, 69(7): 958-973
|
| [13] |
Guan H, Yang Z, Gurnani H. Value of information with manufacturer encroachment. Production and Operations Management, 2023, 32(3): 780-793
|
| [14] |
Ha A Y, Luo H, Shang W. Supplier encroachment, information sharing, and channel structure in online retail platforms. Production and Operations Management, 2022, 31(3): 1235-1251
|
| [15] |
Ha A Y, Shang W, Wang Y. Supplier audit information sharing and responsible sourcing. Management Science, 2023, 69(1): 308-324
|
| [16] |
Ha A Y, Tian Q, Tong S. Information sharing in competing supply chains with production cost reduction. Manufacturing & Service Operations Management, 2017, 19(2): 246-262
|
| [17] |
Ha A Y, Tong S, Wang Y. Channel structures of online retail platforms. Manufacturing & Service Operations Management, 2022, 24(3): 1547-1561
|
| [18] |
Ha A Y, Tong S, Zhang H. Sharing demand information in competing supply chains with production diseconomies. Management Science, 2011, 57(3): 566-581
|
| [19] |
Harsha P, Subramanian S, Uichanco J. Dynamic pricing of omnichannel inventories. Manufacturing& Service Operations Management, 2018, 21(1): 47-65
|
| [20] |
He Y, Xu Q, Wu P. Omnichannel retail operations with refurbished consumer returns. International Journal of Production Research, 2020, 58(1): 271-290
|
| [21] |
Hu M, Xu X, Xue W, Yang Y. Demand pooling in omnichannel operations. Management Science, 2022, 68(2): 883-894
|
| [22] |
Huang H, Meng Q, Xu H, Zhou Y. Cost information sharing under competition in remanufacturing. International Journal of Production Research, 2019, 57(21): 6579-6592
|
| [23] |
Huang S, Guan X, Chen Y J. Retailer information sharing with supplier encroachment. Production and Operations Management, 2018, 27(6): 1133-1147
|
| [24] |
H’ubner A, Hense J, Dethlefs C. The revival of retail stores via omnichannel operations: A literature review and research framework. European Journal of Operational Research, 2022, 302(3): 799-818
|
| [25] |
Jena S K, Meena P. Shopping in the omnichannel supply chain under price competition and product return. Journal of Retailing and Consumer Services, 2022, 65: 102848
|
| [26] |
Jiang L, Hao Z. Incentive-driven information dissemination in two-tier supply chains. Manufacturing & Service Operations Management, 2016, 18(3): 393-413
|
| [27] |
Jiang B, Tian L, Xu Y, Zhang F. To share or not to share: Demand forecast sharing in a distribution channel. Marketing Science, 2016, 35(5): 800-809
|
| [28] |
Jiang Y, Liu L, Lim A. Optimal pricing decisions for an omni-channel supply chain with retail service. International Transactions in Operational Research, 2020, 27(6): 2927-2948
|
| [29] |
Kong R, Luo L, Chen L, Keblis M F. The effects of bops implementation under different pricing strategies in omnichannel retailing. Transportation Research Part E: Logistics and Transportation Review, 2020, 141: 102014
|
| [30] |
Lee H L, Padmanabhan V, Whang S. Information distortion in a supply chain: The bullwhip effect. Management Science, 1997, 43(4): 546-558
|
| [31] |
Li G, Tian L, Zheng H. Information sharing in an online marketplace with co-opetitive sellers. Production and Operations Management, 2021, 30(10): 3713-3734
|
| [32] |
Li L (1985). Cournot oligopoly with information sharing. The RAND Journal of Economics: 521–536.
|
| [33] |
Li L, Zhang H. Confidentiality and information sharing in supply chain coordination. Management Science, 2008, 54(8): 1467-1481
|
| [34] |
Li Q, Zhou J. A horizontal capacity reservation game under asymmetric information. International Journal of Production Research, 2019, 57(4): 1103-1118
|
| [35] |
Lim L A. Optimal pricing decisions for an omnichannel supply chain with retail service. International Transactions in Operational Research, 2020, 27(6): 2927-2948
|
| [36] |
Liu L, Feng L, Xu B, Deng W. Operation strategies for an omni-channel supply chain: Who is better off taking on the online channel and offline service?. Electronic Commerce Research and Applications, 2020, 39: 100918
|
| [37] |
Lu J, Nageswaran L, Xu J, Kwak J K, Gavirneni S. Information sharing in omnichannel operations: Impact of information errors, 2024
|
| [38] |
MacCarthy B L, Zhang L, Muyldermans L. Best performance frontiers for buy-online-pickup-in-store order fulfilment. International Journal of Production Economics, 2019, 211: 251-264
|
| [39] |
Mandal K, Saha P. Forays into omnichannel: An online retailer’s strategies for managing product returns. European Journal of Operational Research, 2021, 292(2): 633-651
|
| [40] |
Mittendorf B, Shin J, Yoon D H. Manufacturer marketing initiatives and retailer information sharing. Quantitative Marketing and Economics, 2013, 11(2): 263-287
|
| [41] |
Nie J, Wang Q, Li G, Liu D. To share or not to share? When information sharing meets remanufacturing. Annals of Operations Research, 2023, 329(1): 815-846
|
| [42] |
Pei Y, Li M. The effects of information on competition on a hybrid retail platform. International Journal of Production Economics, 2023, 260: 108843
|
| [43] |
Pereira M M, Frazzon E M. A data-driven approach to adaptive synchronization of demand and supply in omni-channel retail supply chains. International Journal of Information Management, 2021, 57: 102165
|
| [44] |
Ram B, Lai K K, Xiao F. Retail reimagined: Pricing optimization in single channel, multi-channel and omni-channel retailing. Annals of Operations Research, 20241-26
|
| [45] |
Ren X, Windle R J, Evers P T. Channel transparency and omnichannel retailing: The impact of sharing retail store product availability information. Journal of Operations Management, 2023, 69(2): 217-245
|
| [46] |
Saha S, Bhattacharya K. Buy online and pick up in-store: Implications for the store inventory. European Journal of Operational Research, 2021, 294(3): 906-921
|
| [47] |
Shang W, Ha A Y, Tong S. Information sharing in a supply chain with a common retailer. Management Science, 2016, 62(1): 245-263
|
| [48] |
Shen F. Industry voice: Win together: Huawei’s ecosystem partners grow from 500 to 28,000, 2020
|
| [49] |
Shi X, Dong C, Cheng T C E. Does the buy-online- and-pick-up-in-store strategy with pre-orders benefit a retailer with the consideration of returns?. International Journal of Production Economics, 2018, 206: 134-145
|
| [50] |
Shin D, Zeevi A. Product quality and information sharing in the presence of reviews. Management Science, 2024, 70(3): 1428-1447
|
| [51] |
Tang Y, Sethi S P, Wang Y. Games of supplier encroachment channel selection and e-tailer’s information sharing. Production and Operations Management, 2023, 32(11): 3650-3664
|
| [52] |
Tsay A A, Agrawal N. Channel dynamics under price and service competition. Manufacturing & Service Operations Management, 2000, 2(4): 372-391
|
| [53] |
Vives X. Duopoly information equilibrium: Cournot and Bertrand. Journal of Economic Theory, 1984, 34(1): 71-94
|
| [54] |
Wang Y, Ha A Y, Tong S. Sharing manufacturers demand information in a supply chain with price and service effort competition. Manufacturing & Service Operations Management, 2022, 24(3): 1698-1713
|
| [55] |
Wang Y, Tang W, Zhao R. Information sharing and information concealment in the presence of a dominant retailer. Computers & Industrial Engineering, 2018, 121: 36-50
|
| [56] |
Wu J, Jiang F, He Y. Pricing and horizontal information sharing in a supply chain with capacity constraint. Operations Research Letters, 2018, 46(4): 402-408
|
| [57] |
Wu J, Wang H, Shang J. Multi-sourcing and information sharing under competition and supply uncertainty. European Journal of Operational Research, 2019, 278(2): 658-671
|
| [58] |
Xie P, Shi R, Chen H, Xu D. Reactive or proactive? An online retailer’s omnichannel strategy for managing consumer returns. Annals of Operations Research, 2026, 359: 1903-1934
|
| [59] |
Yan B, Chen Y R, Zhou X T, Fang J. Consumer behavior in the omni-channel supply chain under social networking services. Industrial Management & Data Systems, 2019, 119(8): 1785-1801
|
| [60] |
Yang X, Zhang D. Quick response and omnichannel retail operations with the ship-to-store program. International Transactions in Operational Research, 2020, 27(6): 3007-3030
|
| [61] |
Zha Y, Li Q, Huang T, Yu Y. Strategic information sharing of online platforms as resellers or marketplaces. Marketing Science, 2023, 42(4): 659-678
|
| [62] |
Zhang J, Xu Q, He Y. Omnichannel retail operations with consumer returns and order cancellation. Transportation Research Part E: Logistics and Transportation Review, 2018, 118: 308-324
|
| [63] |
Zhang S, Zhang J. Agency selling or reselling: E-tailer information sharing with supplier offline entry. European Journal of Operational Research, 2020, 280(1): 134-151
|
| [64] |
Zhang W, He Y, Gou Q, Yang W. Optimal advance selling strategy with information provision for omnichannel retailers. Annals of Operations Research, 2023, 329(1): 573-602
|
| [65] |
Zhang Z, Ren D, Lan Y, Yang S. Price competition and blockchain adoption in retailing markets. European Journal of Operational Research, 2022, 300(2): 647-660
|
| [66] |
Zheng S, Yu Y. Manufacturer encroachment with equal pricing strategy. Transportation Research Part E: Logistics and Transportation Review, 2021, 152: 102346
|
Rights & permissions
Systems Engineering Society of China and Springer-Verlag GmbH Germany
Just Accepted
This article has successfully passed peer review and final editorial review, and will soon enter typesetting, proofreading and other publishing processes. The currently displayed version is the accepted final manuscript. The officially published version will be updated with format, DOI and citation information upon launch. We recommend that you pay attention to subsequent journal notifications and preferentially cite the officially published version. Thank you for your support and cooperation.