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The “Other” Agent: Interaction with AI and Its Implications on Social Presence Perceptions of Online Customer Experience

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The Role of Digital Technologies in Shaping the Post-Pandemic World (I3E 2022)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 13454))

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Abstract

Advancements in Artificial Intelligence (AI) such as digital assistants and conversational agents are being adopted fast and wide across consumer industries such as e-commerce, where they act as frontline service agents and interact with customers in service encounters. It is suggested that technology is no longer only the mediator of communication between customers and a company but has potential to become the “other’’ with whom customers interact. Based on this idea, this research adopts Social Response Theory to measure the effects of anthropomorphism of AI, para-social interaction with AI and personalization on perceived social presence of the customer experience, customer loyalty and intentions to engage in eWOM. An online survey with a sample of online consumers, who have previously engaged with a form of AI-technology, is conducted. Quantitative analysis of the data through CFA and SEM shows that perceived social presence has a strong effect on both customer intentions to engage in eWOM and customer loyalty. Further, social presence serves as a mediator for the relationship between an anthropomorphism of AI and para-social interaction with AI on eWOM intentions and customer loyalty. A discussion of these findings and implications concludes this paper.

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References

  • Abrantes, J., Seabra, C., Lages, C., Jayawardhena, C.: Drivers of in-group and out-of-group electronic word-of-mouth (eWOM). Eur. J. Mark. 47(7), 1067–1088 (2013)

    Article  Google Scholar 

  • Aggarwal, P., McGill, A.: Is that car smiling at me? Schema congruity as a basis for evaluating anthropomorphized products. J. Consum. Res. 34(4), 468–479 (2007)

    Article  Google Scholar 

  • Barnes, K., Coughlin, F., O’Leary, H., Bruck, N., Bazin, G., Kaufmann, W.: Anxiety-like behavior in Rett syndrome: characteristics and assessment by anxiety scales. J. Neurodev. Disord. 7(1), 30–44 (2015)

    Article  Google Scholar 

  • Bell, E., Bryman, A., Harley, B.: Business Research Methods, 5th edn. Oxford University Press, Oxford (2018)

    Google Scholar 

  • Bleier, A., Harmeling, C., Palmatier, R.: Creating effective online customer experiences. J. Mark. 83(2), 98–119 (2019)

    Article  Google Scholar 

  • Boden, M.A.: Mind as Machine: a history of cognitive science, vol. 1. Oxford University Press, Oxford (2006)

    Google Scholar 

  • Brandtzaeg, P., Følstad, A.: Chatbots: changing user needs and motivations. Interactions 25(5), 38–43 (2018)

    Article  Google Scholar 

  • Brill, T., Munoz, L., Miller, R.: Siri, Alexa, and other digital assistants: a study of customer satisfaction with artificial intelligence applications. J. Mark. Manag. 35(15–16), 1401–1436 (2019)

    Article  Google Scholar 

  • Canbek, N., Mutlu, M.: On the track of artificial intelligence: learning with intelligent personal assistants. Int. J. Hum. Sci. 13(1), 592–601 (2016)

    Google Scholar 

  • Cherif, E., Lemoine, J.: Anthropomorphic virtual assistants and the reactions of internet users: an experiment on the assistant’s voice. Rech. Appl. Mark. 34(1), 28–47 (2019)

    Google Scholar 

  • Choi, J., Lee, H., Kim, Y.: The influence of social presence on customer intention to resuse online recommender systems: the roles of personalisation and product type. Int. J. Electron. Commer. 16(1), 129–153 (2011)

    Article  Google Scholar 

  • Davenport, T., Guha, A., Grewal, D., Bressgott, T.: How artificial intelligence will change the future of marketing. J. Acad. Mark. Sci. 48(1), 24–42 (2019). https://doi.org/10.1007/s11747-019-00696-0

    Article  Google Scholar 

  • Diederich, S., Brendel, A.B., Kolbe, L.M.: Designing anthropomorphic enterprise conversational agents. Bus. Inf. Syst. Eng. 62(3), 193–209 (2020). https://doi.org/10.1007/s12599-020-00639-y

    Article  Google Scholar 

  • Duan, Y., Edwards, J., Dwivedi, Y.: Artificial intelligence for decision making in the era of big data – evolution, challenges and research agenda. Int. J. Inf. Manage. 48, 63–71 (2019)

    Article  Google Scholar 

  • Edwards, A., Edwards, C., Westerman, D., Spence, P.: Initial expectations, interactions and beyond with social robots. Comput. Hum. Behav. 90, 308–314 (2019)

    Article  Google Scholar 

  • Epley, N.: A mind like mine: the exceptionally ordinary underpinnings of anthropomorphism. J. Assoc. Consum. Res. 3(4), 591–598 (2018)

    Article  Google Scholar 

  • Epley, N., Waytz, A., Cacioppo, J.: On seeing human: a three factor theory of anthropomorphism. Psychol. Rev. 114(4), 864–886 (2007)

    Article  Google Scholar 

  • Gefen, D., Karahanna, E., Straub, D.: Trust and TAM in online shopping: an integrated model. MIS Q. 27(1), 51–90 (2003)

    Article  Google Scholar 

  • Grewal, D., Hulland, J., Kopalle, P., Karahanna, E.: The future of technology and marketing: a multidisciplinary perspective. J. Acad. Mark. Sci. 48(1), 1–8 (2020)

    Article  Google Scholar 

  • Gunkel, D.: Communication and artificial intelligence: opportunities and challenges for the 21st century. Futures Commun. 1(1), 1–25 (2012)

    Google Scholar 

  • Gutierrez, A., O’Leary, S., Rana, N., Dwivedi, Y., Calle, T.: Using privacy calculus theory to explore entrepreneurial directions in mobile location-based advertising: identifying intrusiveness as the critical risk factor. Comput. Hum. Behav. 95, 295–306 (2019)

    Article  Google Scholar 

  • Guzman, A.L.: Ontological boundaries between humans and computers and the implications for human-machine communication. Hum.-Mach. Commun. 1, 37–54 (2020)

    Article  Google Scholar 

  • Haenlein, M., Kaplan, A.: A brief history of artificial intelligence: on the past, present, and future of artificial intelligence. Calif. Manag. Rev. 61(4), 5–14 (2019)

    Article  Google Scholar 

  • Hair, J., Black, W., Babin, B., Anderson, R.: Multivariate data analysis. Pearson Prentice Hall, New Jersey (2010)

    Google Scholar 

  • Hair, J., Money, A., Samouel, P., Page, M.: Research Methods for Business. Wiley. Hoboken (2007)

    Book  Google Scholar 

  • Hartmann, T., Goldhoorn, C.: Horton and Wohl revisited: exploring viewers’ experience of parasocial interaction. J. Commun. 61, 1104–1121 (2011)

    Article  Google Scholar 

  • Hennig-Thurau, T., Gwinner, K., Walsh, G., Gremler, D.: Electronic word-of-mouth via consumer-opinion platforms: what motivates consumers to articulate themselves on the internet? J. Interact. Mark. 18, 38–52 (2004)

    Article  Google Scholar 

  • Hofacker, C., Corsaro, D.: Dystopia and utopia in digital services. J. Mark. Manag. 36(5–6), 412–419 (2020)

    Article  Google Scholar 

  • Holzwarth, M., Janiszweski, C., Neumann, M.: The influence of avatars on online consumer shopping behavior. J. Mark. 70(4), 19–36 (2006)

    Article  Google Scholar 

  • Huang, M., Rust, R.: Artificial intelligence in service. J. Serv. Res. 21(2), 155–172 (2018)

    Article  Google Scholar 

  • Keeling, K., McGoldrick, P., Beatty, S.: Avatars as salespeople: communication style, trust, and intentions. J. Bus. Res. 63, 793–800 (2010)

    Article  Google Scholar 

  • Kim, S., Schmitt, B., Thalmann, N.: Eliza in the uncanny valley: anthropomorphizing consumer robots increases their perceived warmth but decreases liking. Mark. Lett. 30(1), 1–12 (2019)

    Article  Google Scholar 

  • Kim, H., McGill, A.: Minions for the rich? Financial status changes how consumers see products with anthropomorphic features. J. Consum. Res. 45(2), 429–450 (2018)

    Article  Google Scholar 

  • Lu, L., Cai, R., Gursoy, D.: Developing and validating a service robot integration willingness scale. Int. J. Hosp. Manag. 80, 36–51 (2019)

    Article  Google Scholar 

  • Mende, M., Scott, M., van Doorn, J., Grewal, D., Shanks, I.: Service robots rising: how humanoid robots influence service experiences and elicit compensatory consumer responses. J. Mark. Res. 56(4), 535–656 (2019)

    Article  Google Scholar 

  • Nass, C., Moon, Y.: Machines and mindlessness: social responses to computers. J. Soc. Issues 56(1), 81–103 (2000)

    Article  Google Scholar 

  • Prentice, C., Nguyen, M.: Engaging and retaining customers with AI and employee service. J. Retail. Consum. Serv. 56, 102186 (2020)

    Article  Google Scholar 

  • Qiu, L., Benbasat, I.: Evaluating anthropomorphic product recommendation agents: a social relationship perspective to designing information systems. J. Manag. Inf. Syst. 25(4), 145–182 (2009)

    Article  Google Scholar 

  • Rai, A.: Explainable AI: from black box to glass box. J. Acad. Mark. Sci. 48(1), 137–141 (2020)

    Article  Google Scholar 

  • Ramaswamy, V., Ozcan, K.: Offerings as digitalised interactive platforms: a conceptual framework and implications. J. Mark. 82(4), 19–31 (2018)

    Article  Google Scholar 

  • Reeves, B., Nass, C.: The Media Equation: how people treat computers, television, and new media like real people and places. CSLI Publications. Stanford 10, 236605 (1996)

    Google Scholar 

  • Riskin, J. (ed.): Genesis Redux: Essays in the History and Philosophy of Artificial Life. University of Chicago Press, Chicago (2007)

    Google Scholar 

  • Saad, S., Abida, F.: Social interactivity and its impact on a user’s approach behaviour in commercial websites: a study case of virtual agent presence. J. Mark. Manag. 4(2), 63–80 (2016)

    Google Scholar 

  • Saunders, M., Lewis, P., Thornhill, A.: Research Methods for Business Students, 8th edn. Pearson Education Limited, Boston (2019)

    Google Scholar 

  • Schmitt, B.: Speciecism: an obstacle to AI and robot adoption. Mark. Lett. 31(1), 3–6 (2020)

    Article  Google Scholar 

  • Schweitzer, F., Belk, R., Jordan, W., Ortner, M.: Servant, friend or master? The relationships users build with voice-controlled smart devices. J. Mark. Manag. 35(7–8), 693–715 (2019)

    Article  Google Scholar 

  • Shankar, V.: How artificial intelligence (AI) is reshaping retailing. J. Retail. 94(4), vi–xi (2018)

    Article  Google Scholar 

  • Steinhoff, L., Arli, D., Weaven, S., Kozlenkova, I.V.: Online relationship marketing. J. Acad. Mark. Sci. 47(3), 369–393 (2018). https://doi.org/10.1007/s11747-018-0621-6

    Article  Google Scholar 

  • Thomaz, F., Salge, C., Karahanna, E., Hulland, J.: Learning from the dark web: leveraging conversational agents in the era of hyper-privacy to enhance marketing. J. Acad. Mark. Sci. 48(1), 43–63 (2020)

    Article  Google Scholar 

  • Van Doorn, J., et al.: Domo arigato Mr. Roboto: emergence of automated social presence in organizational frontlines and customers’ service experiences. J. Serv. Res. 20(1), 43–58 (2017)

    Article  Google Scholar 

  • Wilson, H., Daugherty, P.: Collaborative intelligence: humans and AI are joining forces. Harv. Bus. Rev. 96(4), 114–123 (2018)

    Google Scholar 

  • Yadav, M., Pavlou, P.: Technology-enabled interaction in digital environments: a conceptual foundation for current and future research. J. Acad. Mark. Sci. 48(1), 132–136 (2020)

    Article  Google Scholar 

Download references

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Correspondence to Bianca Kronemann .

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Kronemann, B., Kizgin, H., Rana, N. (2022). The “Other” Agent: Interaction with AI and Its Implications on Social Presence Perceptions of Online Customer Experience. In: Papagiannidis, S., Alamanos, E., Gupta, S., Dwivedi, Y.K., Mäntymäki, M., Pappas, I.O. (eds) The Role of Digital Technologies in Shaping the Post-Pandemic World. I3E 2022. Lecture Notes in Computer Science, vol 13454. Springer, Cham. https://doi.org/10.1007/978-3-031-15342-6_6

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  • DOI: https://doi.org/10.1007/978-3-031-15342-6_6

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