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Technology-enabled personalization: Impact of smart technology choice on consumer shopping behavior

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  • Riegger, Anne-Sophie
  • Merfeld, Katrin
  • Klein, Jan F.
  • Henkel, Sven

Abstract

Smart technologies promise to enhance customer experience to new levels in next-generation retail stores. Offline retailers increasingly employ technology-enabled personalization (TEP) strategies to digitally enhance in-store customer experience. To send personalized messages to in-store customers, retailers can choose from two types of smart devices: customer-owned smartphones or retailer-owned immersive screens. Although these smart devices may largely determine customers’ experiences in future retail, research rarely addresses device-related determinants of the effectiveness of personalized messages in stores. Building on assemblage theory, the authors consider the role of these devices in influencing customer experience and eventually consumer shopping behavior. Through two experiments and a mediated moderation analysis, they investigate the interplay of personalized content and device technology in customers’ response to TEP. The results illustrate that consumers react differently to message content depending on the device through which it is conveyed; that is, personalized (standardized) messages are more effective on customer-owned smartphones (retailer-owned screens) because they become integrated into (remain separate from) the customer's extended self. Relational customer experiences, or the extent to which a customer feels positively connected to store assemblages, mediate the effect on shopping behavior. To build TEP strategies, retailers should therefore use smart devices integrated into customers’ extended selves.

Suggested Citation

  • Riegger, Anne-Sophie & Merfeld, Katrin & Klein, Jan F. & Henkel, Sven, 2022. "Technology-enabled personalization: Impact of smart technology choice on consumer shopping behavior," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    • Handle: RePEc:eee:tefoso:v:181:y:2022:i:c:s0040162522002773
    DOI: 10.1016/j.techfore.2022.121752
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    References listed on IDEAS

    as
    1. Bleier, Alexander & Eisenbeiss, Maik, 2015. "The Importance of Trust for Personalized Online Advertising," Journal of Retailing, Elsevier, vol. 91(3), pages 390-409.
    2. Pantano, Eleonora & Viassone, Milena, 2014. "Demand pull and technology push perspective in technology-based innovations for the points of sale: The retailers evaluation," Journal of Retailing and Consumer Services, Elsevier, vol. 21(1), pages 43-47.
    3. Bock, Dora E. & Mangus, Stephanie M. & Folse, Judith Anne Garretson, 2016. "The road to customer loyalty paved with service customization," Journal of Business Research, Elsevier, vol. 69(10), pages 3923-3932.
    4. Barbara E. Kahn & J. Jeffrey Inman & Peter C. Verhoef, 2018. "Introduction to Special Issue: Consumer Response to the Evolving Retailing Landscape," Journal of the Association for Consumer Research, University of Chicago Press, vol. 3(3), pages 255-259.
    5. Dhruv Grewal & Stephanie M. Noble & Anne L. Roggeveen & Jens Nordfalt, 2020. "The future of in-store technology," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 96-113, January.
    6. Donna L Hoffman & Thomas P Novak & Eileen FischerEditor & Robert KozinetsAssociate Editor, 2018. "Consumer and Object Experience in the Internet of Things: An Assemblage Theory Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1178-1204.
    7. Riegger, Anne-Sophie & Klein, Jan F. & Merfeld, Katrin & Henkel, Sven, 2021. "Technology-enabled personalization in retail stores: Understanding drivers and barriers," Journal of Business Research, Elsevier, vol. 123(C), pages 140-155.
    8. Tao Tony Gao & Andrew J. Rohm & Fareena Sultan & Margherita Pagani, 2013. "Consumers un-tethered : A three-market empirical study of consumers' mobile marketing acceptance," Post-Print hal-02313086, HAL.
    9. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    10. Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
    11. Willems, Kim & Smolders, Annelien & Brengman, Malaika & Luyten, Kris & Schöning, Johannes, 2017. "The path-to-purchase is paved with digital opportunities: An inventory of shopper-oriented retail technologies," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 228-242.
    12. von Briel, Frederik, 2018. "The future of omnichannel retail: A four-stage Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 217-229.
    13. Kunchamboo, Vimala & Lee, Christina K.C. & Brace-Govan, Jan, 2017. "Nature as extended-self: Sacred nature relationship and implications for responsible consumption behavior," Journal of Business Research, Elsevier, vol. 74(C), pages 126-132.
    14. Shankar, Venkatesh & Inman, J. Jeffrey & Mantrala, Murali & Kelley, Eileen & Rizley, Ross, 2011. "Innovations in Shopper Marketing: Current Insights and Future Research Issues," Journal of Retailing, Elsevier, vol. 87(S1), pages 29-42.
    15. Belk, Russell W, 1988. "Possessions and the Extended Self," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 139-168, September.
    16. Wong, W.K. & Leung, S.Y.S. & Guo, Z.X. & Zeng, X.H. & Mok, P.Y., 2012. "Intelligent product cross-selling system with radio frequency identification technology for retailing," International Journal of Production Economics, Elsevier, vol. 135(1), pages 308-319.
    17. Thomas P. Novak & Donna L. Hoffman, 2019. "Relationship journeys in the internet of things: a new framework for understanding interactions between consumers and smart objects," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 216-237, March.
    18. Jean-Noël Kapferer & Gilles Laurent, 1985. "Measuring consumer involvement profiles," Post-Print hal-00786781, HAL.
    19. Cloarec, Julien, 2020. "The personalization–privacy paradox in the attention economy," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    20. Sirgy, M Joseph, 1982. "Self-Concept in Consumer Behavior: A Critical Review," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(3), pages 287-300, December.
    21. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    22. Gao, Tao (Tony) & Rohm, Andrew J. & Sultan, Fareena & Pagani, Margherita, 2013. "Consumers un-tethered: A three-market empirical study of consumers' mobile marketing acceptance," Journal of Business Research, Elsevier, vol. 66(12), pages 2536-2544.
    23. Roy, Sanjit Kumar & Balaji, M S & Sadeque, Saalem & Nguyen, Bang & Melewar, T C, 2017. "Constituents and consequences of smart customer experience in retailing," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 257-270.
    24. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.
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