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Effect of location-based advertising filtering mechanism in smart service

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  • Shieh, Chih-Hui
  • Ling, I-Ling
  • Chen, Yenming J.
  • Liu, Yi-Fen

Abstract

Location-based advertising (LBA) refers to the delivery of marketing messages to mobile devices based on consumer location. The literature finds that LBA improves marketing effectiveness; however, distrust threatens consumers’ acceptance of LBA. This research suggests that an LBA filtering mechanism, which allows consumers to select advertising categories according to their preferences autonomously, may overcome the distrust. Its effect was empirically investigated in a smart retailing service platform. Two field experiments were conducted in a large shopping center with a total of 360 consumers. The results reveal that filtered (vs. unfiltered) LBA leads to more favorable behavioral intention through serial mediation of reduced psychological distance and enhanced trust. Moreover, the effect of LBA filtering in reducing psychological distance is more prominent for consumers with a prevention (vs. promotion) focus and with (vs. without) a purchase plan. The findings have implications for the system design and marketing of LBA.

Suggested Citation

  • Shieh, Chih-Hui & Ling, I-Ling & Chen, Yenming J. & Liu, Yi-Fen, 2025. "Effect of location-based advertising filtering mechanism in smart service," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:joreco:v:82:y:2025:i:c:s0969698924004090
    DOI: 10.1016/j.jretconser.2024.104113
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    as
    1. Cheng, Junjun & Chen, Bo & Huang, Zihang, 2023. "Collective-based ad transparency in targeted hotel advertising: Consumers’ regulatory focus underlying the crowd safety effect," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    2. David E. Bell, 1982. "Regret in Decision Making under Uncertainty," Operations Research, INFORMS, vol. 30(5), pages 961-981, October.
    3. Cassie Mogilner & Jennifer L. Aaker & Ginger L. Pennington, 2008. "Time Will Tell: The Distant Appeal of Promotion and Imminent Appeal of Prevention," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(5), pages 670-681, August.
    4. Behera, Rajat Kumar & Gunasekaran, Angappa & Gupta, Shivam & Kamboj, Shampy & Bala, Pradip Kumar, 2020. "Personalized digital marketing recommender engine," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    5. Khan, Asad & Rezaei, Sajad & Valaei, Naser, 2022. "Social commerce advertising avoidance and shopping cart abandonment: A fs/QCA analysis of German consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    6. Christine Bauer & Christine Strauss, 2016. "Location-based advertising on mobile devices," Management Review Quarterly, Springer, vol. 66(3), pages 159-194, June.
    7. Edward Shih-Tse Wang & Ruenn-Lien Lin, 2017. "Perceived quality factors of location-based apps on trust, perceived privacy risk, and continuous usage intention," Behaviour and Information Technology, Taylor & Francis Journals, vol. 36(1), pages 2-10, January.
    8. Michelle Andrews & Xueming Luo & Zheng Fang & Anindya Ghose, 2016. "Mobile Ad Effectiveness: Hyper-Contextual Targeting with Crowdedness," Marketing Science, INFORMS, vol. 35(2), pages 218-233, March.
    9. Crowe, Ellen & Higgins, E. Tory, 1997. "Regulatory Focus and Strategic Inclinations: Promotion and Prevention in Decision-Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 69(2), pages 117-132, February.
    10. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    11. Darke, Peter R. & Brady, Michael K. & Benedicktus, Ray L. & Wilson, Andrew E., 2016. "Feeling Close From Afar: The Role of Psychological Distance in Offsetting Distrust in Unfamiliar Online Retailers," Journal of Retailing, Elsevier, vol. 92(3), pages 287-299.
    12. Dowling, Grahame R & Staelin, Richard, 1994. "A Model of Perceived Risk and Intended Risk-Handling Activity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(1), pages 119-134, June.
    13. 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.
    14. Rook, Dennis W & Fisher, Robert J, 1995. "Normative Influences on Impulsive Buying Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(3), pages 305-313, December.
    15. William Black & Barry J. Babin, 2019. "Multivariate Data Analysis: Its Approach, Evolution, and Impact," Springer Books, in: Barry J. Babin & Marko Sarstedt (ed.), The Great Facilitator, pages 121-130, Springer.
    16. R. Filieri & J. Luan & J. Xiao & H. Qingqing & B. Zhu & T. Wang, 2023. "Product information and green consumption: An integrated perspective of regulatory focus, self-construal, and temporal distance," Post-Print hal-04781818, HAL.
    17. Thapa, Sajani & Guzmán, Francisco & Paswan, Audhesh, 2024. "We are just 10 feet away! How does location-based advertising affect consumer-brand engagement?," Journal of Business Research, Elsevier, vol. 172(C).
    18. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    19. 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.
    20. Zeelenberg, Marcel & Beattie, Jane & van der Pligt, Joop & de Vries, Nanne K., 1996. "Consequences of Regret Aversion: Effects of Expected Feedback on Risky Decision Making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(2), pages 148-158, February.
    21. Wu, Cheng-Lung & Ma, Ngai Ki, 2022. "The impact of customised mobile marketing on passenger shopping behaviour in the airport terminal," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    22. Alzaidi, Maram Saeed & Agag, Gomaa, 2022. "The role of trust and privacy concerns in using social media for e-retail services: The moderating role of COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    23. Park, C Whan & Iyer, Easwar S & Smith, Daniel C, 1989. "The Effects of Situational Factors on In-Store Grocery Shopping Behavior: The Role of Store Environment and Time Available for Shopping," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(4), pages 422-433, March.
    24. Meents, Selmar & Verhagen, Tibert & Merikivi, Jani & Weltevreden, Jesse, 2020. "Persuasive location-based messaging to increase store visits: An exploratory study of fashion shoppers," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    25. Rook, Dennis W, 1987. "The Buying Impulse," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(2), pages 189-199, September.
    26. Simonson, Itamar, 1992. "The Influence of Anticipating Regret and Responsibility on Purchase Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 105-118, June.
    27. Benedicktus, Ray L. & Brady, Michael K. & Darke, Peter R. & Voorhees, Clay M., 2010. "Conveying Trustworthiness to Online Consumers: Reactions to Consensus, Physical Store Presence, Brand Familiarity, and Generalized Suspicion," Journal of Retailing, Elsevier, vol. 86(4), pages 322-335.
    28. Angela Y. Lee & Punam Anand Keller & Brian Sternthal, 2010. "Value from Regulatory Construal Fit: The Persuasive Impact of Fit between Consumer Goals and Message Concreteness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(5), pages 735-747, February.
    29. Stefan F. Bernritter & Paul E. Ketelaar & Francesca Sotgiu, 2021. "Behaviorally targeted location-based mobile marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 677-702, July.
    30. Thompson, Craig J & Locander, William B & Pollio, Howard R, 1990. "The Lived Meaning of Free Choice: An Existential-Phenomenological Description of Everyday Consumer Experiences of Contemporary Married Women," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(3), pages 346-361, December.
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