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Do customers always adopt buy-online-and-pick-up-in-store service? Consideration of location-based store density in omni-channel retailing

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  • Li, Qi
  • Wang, Quansheng
  • Song, Peijian

Abstract

An increasing number of retailers and researchers regard buy-online-and-pick-up-in-store (BOPS) as an important strategy of omni-channel operation. Although many studies focus on the implementation results of the BOPS mode, few explore the antecedent variables that shape its effects. By analyzing 420,020 online transactions (including 33,546 BOPS orders) generated by 110,909 customers via an omni-channel retailer, we empirically examine the impact of retailers' store density at different distances from customers' locations on BOPS adoption behavior. User characteristics, including channel preference and online purchase experience are considered as boundary conditions in this study. We control for relevant factors, conduct several additional analyses, and perform various robustness checks to validate the consistency of our results. Our research shows the significant positive effects of retailers' store density in medium distances on customers' BOPS adoption. However, retailers' store density at short-distance has a negative influence on customers' BOPS adoption. We also find that channel preference and online purchase experience show different moderating effects in the influence of retailers' store density at two difference distances on customers’ BOPS adoption. Our findings generate important theoretical and managerial implications, and suggestions for future research are discussed in detail.

Suggested Citation

  • Li, Qi & Wang, Quansheng & Song, Peijian, 2022. "Do customers always adopt buy-online-and-pick-up-in-store service? Consideration of location-based store density in omni-channel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    • Handle: RePEc:eee:joreco:v:68:y:2022:i:c:s0969698922001655
    DOI: 10.1016/j.jretconser.2022.103072
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    1. 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.
    2. Luo, Meiling & Li, Gang & Chen, Xudong, 2021. "Competitive location-based mobile coupon targeting strategy," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    3. 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.
    4. Roggeveen, Anne L. & Grewal, Dhruv & Schweiger, Elisa B., 2020. "The DAST Framework for Retail Atmospherics: The Impact of In- and Out-of-Store Retail Journey Touchpoints on the Customer Experience," Journal of Retailing, Elsevier, vol. 96(1), pages 128-137.
    5. Ketelaar, Paul E. & Bernritter, Stefan F. & van Woudenberg, Thabo J. & Rozendaal, Esther & Konig, Ruben P. & Hühn, Arief Ernst & Van Gisbergen, Marnix S. & Janssen, Loes, 2018. "“Opening” location-based mobile ads: How openness and location congruency of location-based ads weaken negative effects of intrusiveness on brand choice," Journal of Business Research, Elsevier, vol. 91(C), pages 277-285.
    6. Fei Gao & Xuanming Su, 2017. "Online and Offline Information for Omnichannel Retailing," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 84-98, February.
    7. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    8. Calder, Bobby J & Burnkrant, Robert E, 1977. "Interpersonal Influence on Consumer Behavior: An Attribution Theory Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(1), pages 29-38, June.
    9. 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.
    10. 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.
    11. Li, Zonghuo & Wang, Di & Yang, Wensheng & Jin, Hyun Seung, 2022. "Price, online coupon, and store service effort decisions under different omnichannel retailing models," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    12. Grewal, Dhruv & Roggeveen, Anne L., 2020. "Understanding Retail Experiences and Customer Journey Management," Journal of Retailing, Elsevier, vol. 96(1), pages 3-8.
    13. Neslin, Scott A. & Shankar, Venkatesh, 2009. "Key Issues in Multichannel Customer Management: Current Knowledge and Future Directions," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 70-81.
    14. Li, Zonghuo & Yang, Wensheng & Jin, Hyun Seung & Wang, Di, 2021. "Omnichannel retailing operations with coupon promotions," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    15. Collier, Joel E. & Moore, Robert S. & Horky, Alisha & Moore, Melissa L., 2015. "Why the little things matter: Exploring situational influences on customers' self-service technology decisions," Journal of Business Research, Elsevier, vol. 68(3), pages 703-710.
    16. Souiden, Nizar & Chaouali, Walid & Baccouche, Mona, 2019. "Consumers’ attitude and adoption of location-based coupons: The case of the retail fast food sector," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 116-132.
    17. Niu, Baozhuang & Mu, Zihao & Li, Baixun, 2019. "O2O results in traffic congestion reduction and sustainability improvement: Analysis of “Online-to-Store” channel and uniform pricing strategy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 481-505.
    18. Jean-Pierre Dubé & Zheng Fang & Nathan Fong & Xueming Luo, 2017. "Competitive Price Targeting with Smartphone Coupons," Marketing Science, INFORMS, vol. 36(6), pages 944-975, November.
    19. Zheng Fang & Bin Gu & Xueming Luo & Yunjie Xu, 2015. "Contemporaneous and Delayed Sales Impact of Location-Based Mobile Promotions," Information Systems Research, INFORMS, vol. 26(3), pages 552-564, September.
    20. Campo, Katia & Lamey, Lien & Breugelmans, Els & Melis, Kristina, 2021. "Going Online for Groceries: Drivers of Category-Level Share of Wallet Expansion," Journal of Retailing, Elsevier, vol. 97(2), pages 154-172.
    21. Herhausen, Dennis & Binder, Jochen & Schoegel, Marcus & Herrmann, Andreas, 2015. "Integrating Bricks with Clicks: Retailer-Level and Channel-Level Outcomes of Online–Offline Channel Integration," Journal of Retailing, Elsevier, vol. 91(2), pages 309-325.
    22. Barwitz, Niklas & Maas, Peter, 2018. "Understanding the Omnichannel Customer Journey: Determinants of Interaction Choice," Journal of Interactive Marketing, Elsevier, vol. 43(C), pages 116-133.
    23. Chris Forman & Anindya Ghose & Avi Goldfarb, 2009. "Competition Between Local and Electronic Markets: How the Benefit of Buying Online Depends on Where You Live," Management Science, INFORMS, vol. 55(1), pages 47-57, January.
    24. Mandal, Prasenjit & Basu, Preetam & Saha, Kushal, 2021. "Forays into omnichannel: An online retailer’s strategies for managing product returns," European Journal of Operational Research, Elsevier, vol. 292(2), pages 633-651.
    25. Santiago Gallino & Antonio Moreno & Ioannis Stamatopoulos, 2017. "Channel Integration, Sales Dispersion, and Inventory Management," Management Science, INFORMS, vol. 63(9), pages 2813-2831, September.
    26. Anuj Kumar & Amit Mehra & Subodha Kumar, 2019. "Why Do Stores Drive Online Sales? Evidence of Underlying Mechanisms from a Multichannel Retailer," Service Science, INFORMS, vol. 30(1), pages 319-338, March.
    27. Peijian Song & Quansheng Wang & Hefu Liu & Qi Li, 2020. "The Value of Buy‐Online‐and‐Pickup‐in‐Store in Omni‐Channel: Evidence from Customer Usage Data," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 995-1010, April.
    28. Anantaram Balakrishnan & Shankar Sundaresan & Bo Zhang, 2014. "Browse-and-Switch: Retail-Online Competition under Value Uncertainty," Production and Operations Management, Production and Operations Management Society, vol. 23(7), pages 1129-1145, July.
    29. Sonja Gensler & Peter Verhoef & Martin Böhm, 2012. "Understanding consumers’ multichannel choices across the different stages of the buying process," Marketing Letters, Springer, vol. 23(4), pages 987-1003, December.
    30. Hou, Rui & Zhao, You & Zhu, Mengqiang & Lin, Xiaogang, 2021. "Price and quality decisions in a vertically-differentiated supply chain with an “Online-to-Store†channel," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    31. 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.
    32. Zhang, Peng & He, Yong & Zhao, Xuan, 2019. "“Preorder-online, pickup-in-store” strategy for a dual-channel retailer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 27-47.
    33. 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.
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