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Effect of BOPS implementation for omnichannel retailing with contingent free shipping policy

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  • Li, Ning

Abstract

This paper studies the effect of buy-online-and-pick-up-in-store (BOPS) implementation for an omnichannel retailer providing online and offline channels, where product price and free-shipping threshold are decision variables. Especially, for the online channel, the retailer employs a contingent free shipping (CFS) policy. Based on the different characteristics of purchasing channels, we first construct the utility functions of purchasing channels and then employ the principle of maximum utility to obtain demand functions. Further, we develop optimization problem models with and without BOPS channels to study the effect of BOPS. Then, based on the original problem, we consider two extension models (i.e., the difficulty of finding suitable add-on product and the market competition). Finally, we conduct some numerical experiments to obtain some managerial insights about the BOPS implementation. Our results show that the BOPS implementation can increase the total demand. However, the BOPS channel is beneficial for omnichannel retailers only under the small BOPS hassle cost and the lower BOPS operation cost. Besides, when the CFS policy has less attractiveness to online customers, the BOPS implementation is more beneficial to omnichannel retailers.

Suggested Citation

  • Li, Ning, 2026. "Effect of BOPS implementation for omnichannel retailing with contingent free shipping policy," International Journal of Production Economics, Elsevier, vol. 294(C).
  • Handle: RePEc:eee:proeco:v:294:y:2026:i:c:s0925527326000277
    DOI: 10.1016/j.ijpe.2026.109936
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    References listed on IDEAS

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    1. Huang, Wen-Hsien & Cheng, Yi-Ching, 2015. "Threshold free shipping policies for internet shoppers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 193-203.
    2. Tran, Minh Tam & Rekik, Yacine & Hadj-Hamou, Khaled, 2024. "Optimal pricing for dual-channel retailing with stochastic attraction demand model," International Journal of Production Economics, Elsevier, vol. 268(C).
    3. Fan Lu & Gendao Li, 2025. "Fee or free? Re-think the role of service fees in omnichannel retailing after the pandemic," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 76(10), pages 2039-2059, October.
    4. Zhang, Yuankai & Sun, Lijun & Hu, Xiangpei & Zhao, Chen, 2019. "Order consolidation for the last-mile split delivery in online retailing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 309-327.
    5. Xianjun Geng & Yinliang (Ricky) Tan & Lai Wei, 2018. "How Add†on Pricing Interacts with Distribution Contracts," Production and Operations Management, Production and Operations Management Society, vol. 27(4), pages 605-623, April.
    6. Huang, Wen-Hsien & Shen, George C. & Liang, Che-Ling, 2019. "The effect of threshold free shipping policies on online shoppers' willingness to pay for shipping," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 105-112.
    7. Becerril-Arreola, Rafael & Leng, Mingming & Parlar, Mahmut, 2013. "Online retailers’ promotional pricing, free-shipping threshold, and inventory decisions: A simulation-based analysis," European Journal of Operational Research, Elsevier, vol. 230(2), pages 272-283.
    8. Jiu, Song, 2022. "Robust omnichannel retail operations with the implementation of ship-from-store," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    9. Michael Lewis & Vishal Singh & Scott Fay, 2006. "An Empirical Study of the Impact of Nonlinear Shipping and Handling Fees on Purchase Incidence and Expenditure Decisions," Marketing Science, INFORMS, vol. 25(1), pages 51-64, 01-02.
    10. Fei Gao & Xuanming Su, 2017. "Omnichannel Retail Operations with Buy-Online-and-Pick-up-in-Store," Management Science, INFORMS, vol. 63(8), pages 2478-2492, August.
    11. Yang, Lu & Li, Xiangyong & Zhong, Ning, 2022. "Omnichannel retail operations with mixed fulfillment strategies," International Journal of Production Economics, Elsevier, vol. 254(C).
    12. Shuihua Han & Shan Chen & Kai Yang & Hongcan Li & Fanjing Yang & Zongwei Luo, 2024. "Free shipping policy for imported cross-border e-commerce platforms," Annals of Operations Research, Springer, vol. 335(3), pages 1537-1566, April.
    13. David R. Bell & Santiago Gallino & Antonio Moreno, 2018. "Offline Showrooms in Omnichannel Retail: Demand and Operational Benefits," Management Science, INFORMS, vol. 64(4), pages 1629-1651, April.
    14. Maryam Kolyaei & Lele Zhang & Michelle Blom, 2025. "Inventory replenishment and fulfilment decisions for an omnichannel retailer: a reinforcement learning-based method," International Journal of Production Research, Taylor & Francis Journals, vol. 63(24), pages 9571-9592, December.
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