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Online channel adoption in supermarket retailing

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  • Frasquet, Marta
  • Ieva, Marco
  • Ziliani, Cristina

Abstract

Introducing a new online channel is a crucial decision for brick-and-mortar retailers that requires insight and forecasts into customers' adoption and subsequent behaviour. The aim of this study is to analyse the dynamics in the behavioural heterogeneity of (new) multichannel supermarket customers when the online channel is introduced. A Latent Class Analysis (LCA) was conducted on 1151 adopters of the new online channel of a supermarket retailer to segment customers. We employed an extended “Recency, Frequency and Monetary (RFM)†model that includes customers’ purchases prior to the introduction of the new channel. Results show that adopters of a new channel are not a homogenous group of customers displaying a similar behaviour: two segments – or 35% of the sample – quit the channel after using it for some time, another segment (5%) left the company altogether, the other four segments remained multichannel to different degrees, with one shifting shopping substantially to online. Based on these results, the paper provides directions to retailers for developing Customer Relationship Management (CRM) strategies to manage the different customer segments and support channel performance evaluation and channel management decisions in a multichannel context.

Suggested Citation

  • Frasquet, Marta & Ieva, Marco & Ziliani, Cristina, 2021. "Online channel adoption in supermarket retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
  • Handle: RePEc:eee:joreco:v:59:y:2021:i:c:s0969698920313825
    DOI: 10.1016/j.jretconser.2020.102374
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    References listed on IDEAS

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    1. Kazem Nasserinejad & Joost van Rosmalen & Wim de Kort & Emmanuel Lesaffre, 2017. "Comparison of Criteria for Choosing the Number of Classes in Bayesian Finite Mixture Models," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-23, January.
    2. Hernant, Mikael & Rosengren, Sara, 2017. "Now what? Evaluating the sales effects of introducing an online store," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 305-313.
    3. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    4. Singh, Reema & Rosengren, Sara, 2020. "Why do online grocery shoppers switch? An empirical investigation of drivers of switching in online grocery," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    5. Nakano, Satoshi & Kondo, Fumiyo N., 2018. "Customer segmentation with purchase channels and media touchpoints using single source panel data," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 142-152.
    6. Dholakia, Utpal M. & Kahn, Barbara E. & Reeves, Randy & Rindfleisch, Aric & Stewart, David & Taylor, Earl, 2010. "Consumer Behavior in a Multichannel, Multimedia Retailing Environment," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 86-95.
    7. Melis, Kristina & Campo, Katia & Breugelmans, Els & Lamey, Lien, 2015. "The Impact of the Multi-channel Retail Mix on Online Store Choice: Does Online Experience Matter?," Journal of Retailing, Elsevier, vol. 91(2), pages 272-288.
    8. Brengman, Malaika & Geuens, Maggie & Weijters, Bert & Smith, Scott M. & Swinyard, William R., 2005. "Segmenting Internet shoppers based on their Web-usage-related lifestyle: a cross-cultural validation," Journal of Business Research, Elsevier, vol. 58(1), pages 79-88, January.
    9. Ashish Kumar & Ram Bezawada & Minakshi Trivedi, 2018. "The Effects of Multichannel Shopping on Customer Spending, Customer Visit Frequency, and Customer Profitability," Journal of the Association for Consumer Research, University of Chicago Press, vol. 3(3), pages 294-311.
    10. Park, Joonyong & Kim, Renee B., 2018. "A new approach to segmenting multichannel shoppers in Korea and the U.S," Journal of Retailing and Consumer Services, Elsevier, vol. 45(C), pages 163-178.
    11. Pauwels, Koen & Neslin, Scott A., 2015. "Building With Bricks and Mortar: The Revenue Impact of Opening Physical Stores in a Multichannel Environment," Journal of Retailing, Elsevier, vol. 91(2), pages 182-197.
    12. V. Kumar & Werner Reinartz, 2018. "Customer Relationship Management," Springer Texts in Business and Economics, Springer, edition 3, number 978-3-662-55381-7, June.
    13. Alexander, Bethan & Blazquez Cano, Marta, 2020. "Store of the future: Towards a (re)invention and (re)imagination of physical store space in an omnichannel context," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    14. Shokouhyar, Sajjad & Shokoohyar, Sina & Safari, Sepehr, 2020. "Research on the influence of after-sales service quality factors on customer satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    15. Sands, Sean & Ferraro, Carla & Campbell, Colin & Pallant, Jason, 2016. "Segmenting multichannel consumers across search, purchase and after-sales," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 62-71.
    16. Melis, Kristina & Campo, Katia & Lamey, Lien & Breugelmans, Els, 2016. "A Bigger Slice of the Multichannel Grocery Pie: When Does Consumers’ Online Channel Use Expand Retailers’ Share of Wallet?," Journal of Retailing, Elsevier, vol. 92(3), pages 268-286.
    17. Beckers, Joris & Cárdenas, Ivan & Verhetsel, Ann, 2018. "Identifying the geography of online shopping adoption in Belgium," Journal of Retailing and Consumer Services, Elsevier, vol. 45(C), pages 33-41.
    18. Konuş, Umut & Verhoef, Peter C. & Neslin, Scott A., 2008. "Multichannel Shopper Segments and Their Covariates," Journal of Retailing, Elsevier, vol. 84(4), pages 398-413.
    19. De Keyser, Arne & Schepers, Jeroen & Konuş, Umut, 2015. "Multichannel customer segmentation: Does the after-sales channel matter? A replication and extension," International Journal of Research in Marketing, Elsevier, vol. 32(4), pages 453-456.
    20. Li, Jing & Konuş, Umut & Pauwels, Koen & Langerak, Fred, 2015. "The Hare and the Tortoise: Do Earlier Adopters of Online Channels Purchase More?," Journal of Retailing, Elsevier, vol. 91(2), pages 289-308.
    21. Haughton, Dominique & Legrand, Pascal & Woolford, Sam, 2009. "Review of Three Latent Class Cluster Analysis Packages: Latent Gold, poLCA, and MCLUST," The American Statistician, American Statistical Association, vol. 63(1), pages 81-91.
    22. Li, Xi & Dahana, Wirawan Dony & Li, Tongmao & Yuan, Jingbo, 2021. "Behavioral changes of multichannel customers: Their persistence and influencing factors," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    23. Liu, Feng & Zhao, Shaoqiong & Li, Yang, 2017. "How many, how often, and how new? A multivariate profiling of mobile app users," Journal of Retailing and Consumer Services, Elsevier, vol. 38(C), pages 71-80.
    24. Breugelmans, Els & Campo, Katia, 2016. "Cross-Channel Effects of Price Promotions: An Empirical Analysis of the Multi-Channel Grocery Retail Sector," Journal of Retailing, Elsevier, vol. 92(3), pages 333-351.
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