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The impact of convenience in a click and collect retail setting: A consumer-based approach

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  • Vyt, Dany
  • Jara, Magali
  • Mevel, Olivier
  • Morvan, Thierry
  • Morvan, Nélida

Abstract

While click and collect (C&C) is a growing omni-channel grocery shopping model spreading out in Europe and in the US, little attention has been paid to the design of convenience measure in this setting is under researched. In particular the role of the digital feature and its impact on consumer response. We explore the impact of C&C on consumer response through the customer's perception, from his digital to his physical trip. This paper studies customers' behaviors toward their usual retailer and their relationship with them toward the theory of services and more precisely the Service dominant logic (S-D-L). Cconsumers response is analyzed through the prism of convenience, especially by transposing usual measures: access, functional, process, relational to the C&C setting and providing a new one: digital convenience. The conceptual model has been tested empirically on a sample of 1078 consumers and responses are analyzed and decomposed by using Path-PLS structural equation modeling. Our evidence also suggests, that in a whole, each feature of convenience positively influence consumer response with different intensity levels. These findings provide specific recommendations for each C&C system. Thus, functional convenience has the strongest contribution of the model and explains 31.4% of customer response. Further segmented approaches of the causal model prove that fulfillment of C&C has a moderating effect on the relationship between convenience and consumer response. Access convenience remains a prerequisite for C&C in a whole, but somewhat surprisingly our results make evidence that it has a negative impact in a drive-in system. We show that digital convenience is clearly discriminant according the type of C&C.

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  • 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).
  • Handle: RePEc:eee:proeco:v:248:y:2022:i:c:s0925527322000846
    DOI: 10.1016/j.ijpe.2022.108491
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    as
    1. Gahinet, Marie-Christine & Cliquet, Gérard, 2018. "Proximity and time in convenience store patronage: Kaïros more than chronos," Journal of Retailing and Consumer Services, Elsevier, vol. 43(C), pages 1-9.
    2. 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.
    3. Lagorio, Alexandra & Pinto, Roberto, 2021. "Food and grocery retail logistics issues: A systematic literature review," Research in Transportation Economics, Elsevier, vol. 87(C).
    4. G. Cliquet, 1988. "Les modèles gravitaires et leur évolution," Post-Print hal-02011443, HAL.
    5. Yuen, Kum Fai & Wang, Xueqin & Ma, Fei & Wong, Yiik Diew, 2019. "The determinants of customers’ intention to use smart lockers for last-mile deliveries," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 316-326.
    6. 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).
    7. Blandine Labbé-Pinlon & Cindy Lombart & Didier Louis, 2016. "Impact de la proximité perçue d’un magasin sur la fidélité des clients : le cas des magasins d’enseignes alimentaires de proximité," Post-Print hal-01296917, HAL.
    8. Craig, Steven G. & Hoang, Edward C. & Kohlhase, Janet E., 2017. "Does closeness in virtual space complement urban space?," Socio-Economic Planning Sciences, Elsevier, vol. 58(C), pages 22-29.
    9. Sunil Chopra, 2016. "How omni-channel can be the future of retailing," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(2), pages 135-144, June.
    10. Gasparin, Isadora & Panina, Ekaterina & Becker, Larissa & Yrjölä, Mika & Jaakkola, Elina & Pizzutti, Cristiane, 2022. "Challenging the "integration imperative": A customer perspective on omnichannel journeys," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    11. YU, Jie & Subramanian, Nachiappan & Ning, Kun & Edwards, David, 2015. "Product delivery service provider selection and customer satisfaction in the era of internet of things: A Chinese e-retailers’ perspective," International Journal of Production Economics, Elsevier, vol. 159(C), pages 104-116.
    12. John Olsson & Daniel Hellström & Henrik Pålsson, 2019. "Framework of Last Mile Logistics Research: A Systematic Review of the Literature," Sustainability, MDPI, vol. 11(24), pages 1-25, December.
    13. 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.
    14. Magali Jara & Dany Vyt & Olivier Mevel & Thierry Morvan & Nélida Morvan, 2018. "Measuring customers benefits of click and collect," Post-Print halshs-01806403, HAL.
    15. Blut, Markus, 2016. "E-Service Quality: Development of a Hierarchical Model," Journal of Retailing, Elsevier, vol. 92(4), pages 500-517.
    16. Karine Picot-Coupey & Elodie Huré & Gérard Cliquet & Christine Petr, 2009. "Grocery shopping and Internet : exploring French consumers' perceptions of the hypermarket and cybermarket formats," Post-Print halshs-00479109, HAL.
    17. Pernot, Delphine, 2021. "Internet shopping for Everyday Consumer Goods: An examination of the purchasing and travel practices of click and pickup outlet customers," Research in Transportation Economics, Elsevier, vol. 87(C).
    18. 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.
    19. Acquila-Natale, Emiliano & Iglesias-Pradas, Santiago, 2020. "How to measure quality in multi-channel retailing and not die trying," Journal of Business Research, Elsevier, vol. 109(C), pages 38-48.
    20. Siawsolit, Chokdee & Gaukler, Gary M., 2021. "Offsetting omnichannel grocery fulfillment cost through advance ordering of perishables," International Journal of Production Economics, Elsevier, vol. 239(C).
    21. Vakulenko, Yulia & Shams, Poja & Hellström, Daniel & Hjort, Klas, 2019. "Service innovation in e-commerce last mile delivery: Mapping the e-customer journey," Journal of Business Research, Elsevier, vol. 101(C), pages 461-468.
    22. Duarte, Paulo & e Silva, Susana Costa, 2020. "Need-for-touch and online purchase propensity: A comparative study of Portuguese and Chinese consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    23. Vyt, Dany & Jara, Magali & Cliquet, Gérard, 2017. "Grocery pickup creation of value: Customers’ benefits vs. spatial dimension," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 145-153.
    24. Marie-Christine Gahinet & Gérard Cliquet, 2018. "Proximity and time in convenience store patronage: Kaïros more than chronos," Post-Print halshs-01806495, HAL.
    25. Blut, Markus & Chowdhry, Nivriti & Mittal, Vikas & Brock, Christian, 2015. "E-Service Quality: A Meta-Analytic Review," Journal of Retailing, Elsevier, vol. 91(4), pages 679-700.
    26. Dany Vyt & Magali Jara & Gérard Cliquet, 2017. "Grocery pickup creation of value: Customers’ benefits vs. spatial dimension," Post-Print halshs-02024284, HAL.
    27. Xu, Xun & Munson, Charles L. & Zeng, Shuo, 2017. "The impact of e-service offerings on the demand of online customers," International Journal of Production Economics, Elsevier, vol. 184(C), pages 231-244.
    28. Cho, Yun Kyung, 2015. "Creating customer repurchase intention in Internet retailing: The effects of multiple service events and product type," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 213-222.
    29. Melkonyan, Ani & Gruchmann, Tim & Lohmar, Fabian & Kamath, Vasanth & Spinler, Stefan, 2020. "Sustainability assessment of last-mile logistics and distribution strategies: The case of local food networks," International Journal of Production Economics, Elsevier, vol. 228(C).
    30. Xu, Xun & Jackson, Jonathan E., 2019. "Examining customer channel selection intention in the omni-channel retail environment," International Journal of Production Economics, Elsevier, vol. 208(C), pages 434-445.
    31. Chen, Shu-Ching & Quester, Pascale G., 2009. "A value-based perspective of market orientation and customer service," Journal of Retailing and Consumer Services, Elsevier, vol. 16(3), pages 197-206.
    32. Valerio Gatta & Edoardo Marcucci & Ila Maltese & Gabriele Iannaccone & Jiarui Fan, 2021. "E-Groceries: A Channel Choice Analysis in Shanghai," Sustainability, MDPI, vol. 13(7), pages 1-18, March.
    33. Aw, Eugene Cheng-Xi & Kamal Basha, Norazlyn & Ng, Siew Imm & Ho, Jo Ann, 2021. "Searching online and buying offline: Understanding the role of channel-, consumer-, and product-related factors in determining webrooming intention," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    34. Bjørgen, Astrid & Bjerkan, Kristin Ystmark & Hjelkrem, Odd Andre, 2021. "E-groceries: Sustainable last mile distribution in city planning," Research in Transportation Economics, Elsevier, vol. 87(C).
    35. Maltese, Ila & Le Pira, Michela & Marcucci, Edoardo & Gatta, Valerio & Evangelinos, Christos, 2021. "Grocery or @grocery: A stated preference investigation in Rome and Milan," Research in Transportation Economics, Elsevier, vol. 87(C).
    36. Bijmolt, Tammo H.A. & Broekhuis, Manda & de Leeuw, Sander & Hirche, Christian & Rooderkerk, Robert P. & Sousa, Rui & Zhu, Stuart X., 2021. "Challenges at the marketing–operations interface in omni-channel retail environments," Journal of Business Research, Elsevier, vol. 122(C), pages 864-874.
    37. Holzapfel, Andreas & Hübner, Alexander & Kuhn, Heinrich & Sternbeck, Michael G., 2016. "Delivery pattern and transportation planning in grocery retailing," European Journal of Operational Research, Elsevier, vol. 252(1), pages 54-68.
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