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Ethics of mobile behavioral advertising: Antecedents and outcomes of perceived ethical value of advertised brands

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  • Mpinganjira, Mercy
  • Maduku, Daniel K.

Abstract

The practice of mobile behavioral advertising, which involves monitoring and analyzing customer mobile browsing behavior and location in order to provide behavior-based personalized advertisements, is on the increase. This study investigated consumer perceptions of the ethical value of the brands advertised using mobile behavioral advertising, and the precursors and outcomes of these perceptions. Data was collected in Gauteng, South Africa from 500 consumers who indicated that they had previously been targeted by mobile behavioral advertising. Structural equation modeling was used to analyze the data. The results suggest that perceived privacy control, desire for privacy, privacy concerns, and attitude towards mobile behavioral advertising exert a significant influence on consumers' perception of brand ethical value. Perceived brand ethical value was found to affect advertisement avoidance and brand customer relationship quality as denoted by brand romance. Marketers can use the study's findings to manage their mobile behavioral advertising practices better.

Suggested Citation

  • Mpinganjira, Mercy & Maduku, Daniel K., 2019. "Ethics of mobile behavioral advertising: Antecedents and outcomes of perceived ethical value of advertised brands," Journal of Business Research, Elsevier, vol. 95(C), pages 464-478.
  • Handle: RePEc:eee:jbrese:v:95:y:2019:i:c:p:464-478
    DOI: 10.1016/j.jbusres.2018.07.037
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    1. Gefen, David & Straub, Detmar W., 2004. "Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services," Omega, Elsevier, vol. 32(6), pages 407-424, December.
    2. Bleier, Alexander & Eisenbeiss, Maik, 2015. "The Importance of Trust for Personalized Online Advertising," Journal of Retailing, Elsevier, vol. 91(3), pages 390-409.
    3. Grazia Cecere & Fabrice Rochelandet, 2013. "Privacy intrusiveness and web audiences : empirical evidence," Grenoble Ecole de Management (Post-Print) hal-01274288, HAL.
    4. Falk, Armin & Fischbacher, Urs, 2006. "A theory of reciprocity," Games and Economic Behavior, Elsevier, vol. 54(2), pages 293-315, February.
    5. Cecere, Grazia & Rochelandet, Fabrice, 2013. "Privacy intrusiveness and web audiences: Empirical evidence," Telecommunications Policy, Elsevier, vol. 37(10), pages 1004-1014.
    6. Syed Sardar Muhammad & Bidit Lal Dey & Vishanth Weerakkody, 2018. "Analysis of Factors that Influence Customers’ Willingness to Leave Big Data Digital Footprints on Social Media: A Systematic Review of Literature," Information Systems Frontiers, Springer, vol. 20(3), pages 559-576, June.
    7. Janet Adams & Armen Tashchian & Ted Shore, 2001. "Codes of Ethics as Signals for Ethical Behavior," Journal of Business Ethics, Springer, vol. 29(3), pages 199-211, February.
    8. Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.
    9. Jeffrey T. Child & Judy C. Pearson & Sandra Petronio, 2009. "Blogging, communication, and privacy management: Development of the Blogging Privacy Management Measure," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(10), pages 2079-2094, October.
    10. Kirsten Martin, 2016. "Understanding Privacy Online: Development of a Social Contract Approach to Privacy," Journal of Business Ethics, Springer, vol. 137(3), pages 551-569, September.
    11. Krishen, Anjala S. & Raschke, Robyn L. & Close, Angeline G. & Kachroo, Pushkin, 2017. "A power-responsibility equilibrium framework for fairness: Understanding consumers' implicit privacy concerns for location-based services," Journal of Business Research, Elsevier, vol. 73(C), pages 20-29.
    12. Nicklin, Jessica M. & Greenbaum, Rebecca & McNall, Laurel A. & Folger, Robert & Williams, Kevin J., 2011. "The importance of contextual variables when judging fairness: An examination of counterfactual thoughts and fairness theory," Organizational Behavior and Human Decision Processes, Elsevier, vol. 114(2), pages 127-141, March.
    13. Jenny Doorn & Janny Hoekstra, 2013. "Customization of online advertising: The role of intrusiveness," Marketing Letters, Springer, vol. 24(4), pages 339-351, December.
    14. 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.
    15. Huang, Min-Hsin, 2015. "The influence of relationship marketing investments on customer gratitude in retailing," Journal of Business Research, Elsevier, vol. 68(6), pages 1318-1323.
    16. 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.
    17. Avi Goldfarb & Catherine Tucker, 2011. "Rejoinder--Implications of "Online Display Advertising: Targeting and Obtrusiveness"," Marketing Science, INFORMS, vol. 30(3), pages 413-415, 05-06.
    18. Ulrich,Peter, 2008. "Integrative Economic Ethics," Cambridge Books, Cambridge University Press, number 9780521877961, October.
    19. Grazia Cecere & Fabrice Rochelandet, 2013. "Privacy intrusiveness and web audiences : empirical evidence," Grenoble Ecole de Management (Post-Print) hal-01274280, HAL.
    20. Kamran-Disfani, Omid & Mantrala, Murali K. & Izquierdo-Yusta, Alicia & Martínez-Ruiz, María Pilar, 2017. "The impact of retail store format on the satisfaction-loyalty link: An empirical investigation," Journal of Business Research, Elsevier, vol. 77(C), pages 14-22.
    21. Naresh K. Malhotra & Sung S. Kim & James Agarwal, 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model," Information Systems Research, INFORMS, vol. 15(4), pages 336-355, December.
    22. Kwon, Wi-Suk & Lennon, Sharron J., 2009. "What induces online loyalty? Online versus offline brand images," Journal of Business Research, Elsevier, vol. 62(5), pages 557-564, May.
    23. Syed Alwi, Sharifah Faridah & Muhammad Ali, Sulaiman & Nguyen, Bang, 2017. "The Importance of Ethics in Branding: Mediating Effects of Ethical Branding on Company Reputation and Brand Loyalty," Business Ethics Quarterly, Cambridge University Press, vol. 27(3), pages 393-422, July.
    24. Sergio Roman, 2007. "The Ethics of Online Retailing: A Scale Development and Validation from the Consumers’ Perspective," Journal of Business Ethics, Springer, vol. 72(2), pages 131-148, May.
    25. Muhammad Alshurideh & B. H. Al Kurdi & Anu Vij, Zaid Obiedat & Abdallah Naser, 2016. "Marketing Ethics and Relationship Marketing - An Empirical Study that Measure the Effect of Ethics Practices Application on Maintaining Relationships with Customers," International Business Research, Canadian Center of Science and Education, vol. 9(9), pages 78-90, September.
    26. David S. Evans, 2009. "The Online Advertising Industry: Economics, Evolution, and Privacy," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 37-60, Summer.
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