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‘Buy online and pick up in-store’: Implications for the store inventory

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  • Saha, Kushal
  • Bhattacharya, Subir

Abstract

‘Buy online and pick up in-store’ (BOPS), wherein a customer buys the product online and picks it up from the physical store at her convenience, is fast gaining popularity. However, BOPS service complicates the store's inventory policy as BOPS orders, while waiting to be picked up, block inventory and thus delay replenishment requests. The store now has to maintain a base-stock level that is optimal considering both walk-in and BOPS orders. We discuss an inventory control policy that suits this situation. The problem is accentuated when the online channel and the physical store are under different ownerships, since the revenue from BOPS orders will now get shared between the two. In such a scenario, the store may opt for an inventory policy that favours walk-in orders over BOPS requests, as every BOPS order fetches less revenue than every walk-in customer. The extent of restriction on BOPS orders will depend on the revenue-sharing policy and also on the relative frequencies of walk-in and BOPS demands. We discuss two inventory policies that can help the store prioritize walk-in demands over BOPS demands. We compare the performances of the policies proposed, and show that each policy has its claim to supremacy over others in different operating environments, characterized by the input parameters.

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  • Saha, Kushal & Bhattacharya, Subir, 2021. "‘Buy online and pick up in-store’: Implications for the store inventory," European Journal of Operational Research, Elsevier, vol. 294(3), pages 906-921.
  • Handle: RePEc:eee:ejores:v:294:y:2021:i:3:p:906-921
    DOI: 10.1016/j.ejor.2020.10.006
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    as
    1. Andrew J. Clark & Herbert Scarf, 2004. "Optimal Policies for a Multi-Echelon Inventory Problem," Management Science, INFORMS, vol. 50(12_supple), pages 1782-1790, December.
    2. Yao, Dong-Qing & Yue, Xiaohang & Wang, Xiaoyin & Liu, John J., 2005. "The impact of information sharing on a returns policy with the addition of a direct channel," International Journal of Production Economics, Elsevier, vol. 97(2), pages 196-209, August.
    3. MacCarthy, Bart L. & Zhang, Lina & Muyldermans, Luc, 2019. "Best Performance Frontiers for Buy-Online-Pickup-in-Store order fulfilment," International Journal of Production Economics, Elsevier, vol. 211(C), pages 251-264.
    4. Santiago Gallino & Antonio Moreno, 2014. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information," Management Science, INFORMS, vol. 60(6), pages 1434-1451, June.
    5. Cai, Ya-Jun & Lo, Chris K.Y., 2020. "Omni-channel management in the new retailing era: A systematic review and future research agenda," International Journal of Production Economics, Elsevier, vol. 229(C).
    6. Tempelmeier, Horst, 2006. "Supply chain inventory optimization with two customer classes in discrete time," European Journal of Operational Research, Elsevier, vol. 174(1), pages 600-621, October.
    7. Nesim Erkip & Warren H. Hausman & Steven Nahmias, 1990. "Optimal Centralized Ordering Policies in Multi-Echelon Inventory Systems with Correlated Demands," Management Science, INFORMS, vol. 36(3), pages 381-392, March.
    8. Chiang, Wei-yu Kevin, 2010. "Product availability in competitive and cooperative dual-channel distribution with stock-out based substitution," European Journal of Operational Research, Elsevier, vol. 200(1), pages 111-126, January.
    9. Bao, Lina & Liu, Zhiying & Yu, Yimin & Zhang, Wei, 2018. "On the decomposition property for a dynamic inventory rationing problem with multiple demand classes and backorder," European Journal of Operational Research, Elsevier, vol. 265(1), pages 99-106.
    10. Andersson, Jonas & Melchiors, Philip, 2001. "A two-echelon inventory model with lost sales," International Journal of Production Economics, Elsevier, vol. 69(3), pages 307-315, February.
    11. Stephen C. Graves, 1985. "A Multi-Echelon Inventory Model for a Repairable Item with One-for-One Replenishment," Management Science, INFORMS, vol. 31(10), pages 1247-1256, October.
    12. Stenius, Olof & Marklund, Johan & Axsäter, Sven, 2018. "Sustainable multi-echelon inventory control with shipment consolidation and volume dependent freight costs," European Journal of Operational Research, Elsevier, vol. 267(3), pages 904-916.
    13. Teunter, Ruud H. & Klein Haneveld, Willem K., 2008. "Dynamic inventory rationing strategies for inventory systems with two demand classes, Poisson demand and backordering," European Journal of Operational Research, Elsevier, vol. 190(1), pages 156-178, October.
    14. Antony Svoronos & Paul Zipkin, 1991. "Evaluation of One-for-One Replenishment Policies for Multiechelon Inventory Systems," Management Science, INFORMS, vol. 37(1), pages 68-83, January.
    15. Fangruo Chen, 2000. "Optimal Policies for Multi-Echelon Inventory Problems with Batch Ordering," Operations Research, INFORMS, vol. 48(3), pages 376-389, June.
    16. Yao, Dong-Qing & Yue, Xiaohang & Mukhopadhyay, Samar K. & Wang, Ziping, 2009. "Strategic inventory deployment for retail and e-tail stores," Omega, Elsevier, vol. 37(3), pages 646-658, June.
    17. Takahashi, Katsuhiko & Aoi, Takahiko & Hirotani, Daisuke & Morikawa, Katsumi, 2011. "Inventory control in a two-echelon dual-channel supply chain with setup of production and delivery," International Journal of Production Economics, Elsevier, vol. 133(1), pages 403-415, September.
    18. Kevin Chiang, Wei-yu & Monahan, George E., 2005. "Managing inventories in a two-echelon dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 162(2), pages 325-341, April.
    19. 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.
    20. Seifert, Ralf W. & Thonemann, Ulrich W. & Sieke, Marcel A., 2006. "Integrating direct and indirect sales channels under decentralized decision-making," International Journal of Production Economics, Elsevier, vol. 103(1), pages 209-229, September.
    21. Huanan Zhang & Xiuli Chao & Cong Shi, 2020. "Closing the Gap: A Learning Algorithm for Lost-Sales Inventory Systems with Lead Times," Management Science, INFORMS, vol. 66(5), pages 1962-1980, May.
    22. Papier, Felix & Thonemann, Ulrich W., 2011. "Capacity rationing in rental systems with two customer classes and batch arrivals," Omega, Elsevier, vol. 39(1), pages 73-85, January.
    23. Shi, Xiutian & Dong, Ciwei & Cheng, T.C.E., 2018. "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, Elsevier, vol. 206(C), pages 134-145.
    24. Marc A. De Bodt & Stephen C. Graves, 1985. "Continuous-Review Policies for a Multi-Echelon Inventory Problem with Stochastic Demand," Management Science, INFORMS, vol. 31(10), pages 1286-1299, October.
    25. Xu, Haoxuan & Gong, Yeming (Yale) & Chu, Chengbin & Zhang, Jinlong, 2017. "Dynamic lot-sizing models for retailers with online channels," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 171-184.
    26. Haoxuan Xu & Yeming Gong & Chengbin Chu & Jinlong Zhang, 2017. "Dynamic Lot-Sizing Models for Retailers with Online Channels," Post-Print hal-02311919, HAL.
    27. Cao, James & So, Kut C. & Yin, Shuya, 2016. "Impact of an “online-to-store” channel on demand allocation, pricing and profitability," European Journal of Operational Research, Elsevier, vol. 248(1), pages 234-245.
    28. Stephen A. Smith, 1977. "Optimal Inventories for an (S - 1, S) System with No Backorders," Management Science, INFORMS, vol. 23(5), pages 522-528, January.
    29. Jin, Ming & Li, Gang & Cheng, T.C.E., 2018. "Buy online and pick up in-store: Design of the service area," European Journal of Operational Research, Elsevier, vol. 268(2), pages 613-623.
    30. David A. Goldberg & Dmitriy A. Katz-Rogozhnikov & Yingdong Lu & Mayank Sharma & Mark S. Squillante, 2016. "Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times," Mathematics of Operations Research, INFORMS, vol. 41(3), pages 898-913, August.
    31. Karin T. Möllering & Ulrich W. Thonemann, 2008. "An optimal critical level policy for inventory systems with two demand classes," Naval Research Logistics (NRL), John Wiley & Sons, vol. 55(7), pages 632-642, October.
    32. Topan, E. & van der Heijden, M.C., 2020. "Operational level planning of a multi-item two-echelon spare parts inventory system with reactive and proactive interventions," European Journal of Operational Research, Elsevier, vol. 284(1), pages 164-175.
    33. Johansson, Lina & Olsson, Fredrik, 2018. "Age-based inventory control in a multi-echelon system with emergency replenishments," European Journal of Operational Research, Elsevier, vol. 265(3), pages 951-961.
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    2. Wang, Ronghui & Nan, Guofang & Kou, Gang & Li, Minqiang, 2023. "Separation or integration: The game between retailers with online and offline channels," European Journal of Operational Research, Elsevier, vol. 307(3), pages 1348-1359.
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    6. Vyt, Dany & Jara, Magali & Mevel, Olivier & Morvan, Thierry & Morvan, Nélida, 2022. "The impact of convenience in a click and collect retail setting: A consumer-based approach," International Journal of Production Economics, Elsevier, vol. 248(C).

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