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AI anthropomorphism and its effect on users' self-congruence and self–AI integration: A theoretical framework and research agenda

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  • Alabed, Amani
  • Javornik, Ana
  • Gregory-Smith, Diana

Abstract

This paper examines how users of anthropomorphised artificially intelligent (AI) agents, which possess capabilities to mimic humanlike behaviour, relate psychologically to such agents in terms of their self-concept. The proposed conceptual framework specifies different levels of anthropomorphism of AI agents and, drawing on insights from psychology, marketing and human–computer interaction literature, establishes a conceptual link between AI anthropomorphism and self-congruence. The paper then explains how this can lead to self–AI integration, a novel concept that articulates the process of users integrating AI agents into their self-concept. However, these effects can depend on a range of moderating factors, such as consumer traits, situational factors, self-construal and social exclusion. Crucially, the conceptual framework specifies how these processes can lead to specific personal-, group- and societal-level consequences, such as emotional connection and digital dementia. The research agenda proposed on the basis of the conceptual framework identifies key areas of interest that should be tackled by future research concerning this important phenomenon.

Suggested Citation

  • Alabed, Amani & Javornik, Ana & Gregory-Smith, Diana, 2022. "AI anthropomorphism and its effect on users' self-congruence and self–AI integration: A theoretical framework and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:tefoso:v:182:y:2022:i:c:s0040162522003109
    DOI: 10.1016/j.techfore.2022.121786
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    as
    1. Yim, Mark Yi-Cheon & Baek, Tae Hyun & Sauer, Paul L., 2018. "I See Myself in Service and Product Consumptions: Measuring Self-transformative Consumption Vision (SCV) Evoked by Static and Rich Media," Journal of Interactive Marketing, Elsevier, vol. 44(C), pages 122-139.
    2. Bernd Schmitt, 2020. "Speciesism: an obstacle to AI and robot adoption," Marketing Letters, Springer, vol. 31(1), pages 3-6, March.
    3. Dhruv Grewal & John Hulland & Praveen K. Kopalle & Elena Karahanna, 2020. "The future of technology and marketing: a multidisciplinary perspective," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 1-8, January.
    4. Jennifer Edson Escalas & James R. Bettman, 2005. "Self-Construal, Reference Groups, and Brand Meaning," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(3), pages 378-389, December.
    5. Mao, Caixia & Koide, Ryu & Brem, Alexander & Akenji, Lewis, 2020. "Technology foresight for social good: Social implications of technological innovation by 2050 from a Global Expert Survey," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    6. Chiara Longoni & Andrea Bonezzi & Carey K Morewedge, 2019. "Resistance to Medical Artificial Intelligence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 46(4), pages 629-650.
    7. Kwak, Hyokjin & Puzakova, Marina & Rocereto, Joseph F., 2017. "When brand anthropomorphism alters perceptions of justice: The moderating role of self-construal," International Journal of Research in Marketing, Elsevier, vol. 34(4), pages 851-871.
    8. Jason Furman & Robert Seamans, 2019. "AI and the Economy," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 161-191.
    9. Sara Kim & Ann L. McGill, 2011. "Gaming with Mr. Slot or Gaming the Slot Machine? Power, Anthropomorphism, and Risk Perception," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(1), pages 94-107.
    10. Javornik, Ana & Marder, Ben & Pizzetti, Marta & Warlop, Luk, 2021. "Augmented self - The effects of virtual face augmentation on consumers' self-concept," Journal of Business Research, Elsevier, vol. 130(C), pages 170-187.
    11. 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.
    12. Rod Duclos & Alixandra Barasch, 2014. "Prosocial Behavior in Intergroup Relations: How Donor Self-Construal and Recipient Group-Membership Shape Generosity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(1), pages 93-108.
    13. McLean, Graeme & Osei-Frimpong, Kofi, 2019. "Chat now… Examining the variables influencing the use of online live chat," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 55-67.
    14. Felipe Thomaz & Carolina Salge & Elena Karahanna & John Hulland, 2020. "Learning from the Dark Web: leveraging conversational agents in the era of hyper-privacy to enhance marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 43-63, January.
    15. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    16. Lucy Gill-Simmen & Deborah J. MacInnis & Andreas B. Eisingerich & C. Whan Park, 2018. "Brand-self connections and brand prominence as drivers of employee brand attachment," AMS Review, Springer;Academy of Marketing Science, vol. 8(3), pages 128-146, December.
    17. Dwivedi, Yogesh K. & Hughes, Laurie & Ismagilova, Elvira & Aarts, Gert & Coombs, Crispin & Crick, Tom & Duan, Yanqing & Dwivedi, Rohita & Edwards, John & Eirug, Aled & Galanos, Vassilis & Ilavarasan, , 2021. "Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy," International Journal of Information Management, Elsevier, vol. 57(C).
    18. Kamolsook, Apinya & Badir, Yuosre F. & Frank, Björn, 2019. "Consumers' switching to disruptive technology products: The roles of comparative economic value and technology type," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 328-340.
    19. Stock, Ruth & Merkle, Moritz, 2018. "Can Humanoid Service Robots Perform Better Than Service Employees? A Comparison of Innovative Behavior Cues," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 110836, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    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. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    22. Büyükdağ, Naci & Kitapci, Olgun, 2021. "Antecedents of consumer-brand identification in terms of belonging brands," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    23. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    24. James A. Mourey & Jenny G. Olson & Carolyn Yoon, 2017. "Products as Pals: Engaging with Anthropomorphic Products Mitigates the Effects of Social Exclusion," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(2), pages 414-431.
    25. Markus Blut & Cheng Wang & Nancy V. Wünderlich & Christian Brock, 2021. "Understanding anthropomorphism in service provision: a meta-analysis of physical robots, chatbots, and other AI," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 632-658, July.
    26. Gwarlann de Kerviler & Carlos Rodriguez, 2019. "Luxury brand experiences and relationship quality for Millennials: The role of self-expansion," Post-Print hal-02114441, HAL.
    27. Sheeraz, Muhammad & Qadeer, Faisal & Masood, Mirha & Hameed, Imran, 2018. "Self-Congruence Facets and Emotional Brand Attachment: The Role of Product Involvement and Product Type," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 12(2), pages 598-616.
    28. Capatina, Alexandru & Kachour, Maher & Lichy, Jessica & Micu, Adrian & Micu, Angela-Eliza & Codignola, Federica, 2020. "Matching the future capabilities of an artificial intelligence-based software for social media marketing with potential users’ expectations," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    29. Fennis, Bob M. & Pruyn, Ad Th. H., 2007. "You are what you wear: Brand personality influences on consumer impression formation," Journal of Business Research, Elsevier, vol. 60(6), pages 634-639, June.
    30. Pankaj Aggarwal & Ann L. McGill, 2007. "Is That Car Smiling at Me? Schema Congruity as a Basis for Evaluating Anthropomorphized Products," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(4), pages 468-479, June.
    31. Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
    32. Fosso Wamba, Samuel & Bawack, Ransome Epie & Guthrie, Cameron & Queiroz, Maciel M. & Carillo, Kevin Daniel André, 2021. "Are we preparing for a good AI society? A bibliometric review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    33. Usakli, Ahmet & Baloglu, Seyhmus, 2011. "Brand personality of tourist destinations: An application of self-congruity theory," Tourism Management, Elsevier, vol. 32(1), pages 114-127.
    34. Hollenbeck, Candice R. & Kaikati, Andrew M., 2012. "Consumers' use of brands to reflect their actual and ideal selves on Facebook," International Journal of Research in Marketing, Elsevier, vol. 29(4), pages 395-405.
    35. Sheehan, Ben & Jin, Hyun Seung & Gottlieb, Udo, 2020. "Customer service chatbots: Anthropomorphism and adoption," Journal of Business Research, Elsevier, vol. 115(C), pages 14-24.
    36. Abosag, Ibrahim & Ramadan, Zahy B. & Baker, Tom & Jin, Zhongqi, 2020. "Customers' need for uniqueness theory versus brand congruence theory: The impact on satisfaction with social network sites," Journal of Business Research, Elsevier, vol. 117(C), pages 862-872.
    37. Lv, Xingyang & Liu, Yue & Luo, Jingjing & Liu, Yuqing & Li, Chunxiao, 2021. "Does a cute artificial intelligence assistant soften the blow? The impact of cuteness on customer tolerance of assistant service failure," Annals of Tourism Research, Elsevier, vol. 87(C).
    38. Vanitha Swaminathan & Karen M. Stilley & Rohini Ahluwalia, 2009. "When Brand Personality Matters: The Moderating Role of Attachment Styles," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(6), pages 985-1002, April.
    39. Berkeley J. Dietvorst & Joseph P. Simmons & Cade Massey, 2018. "Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them," Management Science, INFORMS, vol. 64(3), pages 1155-1170, March.
    40. Karanika, Katerina & Hogg, Margaret K., 2020. "Self–object relationships in consumers’ spontaneous metaphors of anthropomorphism, zoomorphism, and dehumanization," Journal of Business Research, Elsevier, vol. 109(C), pages 15-25.
    41. Xu, Yingzi & Shieh, Chih-Hui & van Esch, Patrick & Ling, I-Ling, 2020. "AI customer service: Task complexity, problem-solving ability, and usage intention," Australasian marketing journal, Elsevier, vol. 28(4), pages 189-199.
    42. Nicholas Epley, 2018. "A Mind like Mine: The Exceptionally Ordinary Underpinnings of Anthropomorphism," Journal of the Association for Consumer Research, University of Chicago Press, vol. 3(4), pages 591-598.
    43. Sevtap Unal & Tevfik Dalgic & Ezgi Akar, 2018. "How avatars help enhancing self-image congruence," International Journal of Internet Marketing and Advertising, Inderscience Enterprises Ltd, vol. 12(4), pages 374-395.
    44. Pankaj Aggarwal & Ann L. Mcgill, 2012. "When Brands Seem Human, Do Humans Act Like Brands? Automatic Behavioral Priming Effects of Brand Anthropomorphism," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(2), pages 307-323.
    45. Sirgy, M. Joseph & Grewal, Dhruv & Mangleburg, Tamara, 2000. "Retail Environment, Self-Congruity, and Retail Patronage: An Integrative Model and a Research Agenda," Journal of Business Research, Elsevier, vol. 49(2), pages 127-138, August.
    46. de Kerviler, Gwarlann & Rodriguez, Carlos M., 2019. "Luxury brand experiences and relationship quality for Millennials: The role of self-expansion," Journal of Business Research, Elsevier, vol. 102(C), pages 250-262.
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