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Impact of Gen-AI chatbots on consumer services experiences and behaviors: Focusing on the sensation of awe and usage intentions through a cybernetic lens

Author

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  • Pathak, Kanishka
  • Prakash, Gyan
  • Samadhiya, Ashutosh
  • Kumar, Anil
  • Luthra, Sunil

Abstract

Generative AI-based chatbots have surfaced as a magical tool, revolutionizing the service industry. Equipped with superior conversational traits and the ability to attune with the conversant, chatbots have forged a coherent bond with the conversant. The untapped potential of chatbots deserves a better understanding of how consumers interact with them. This study recruits the theory of cybernetics to shed light upon the mechanism of chatbot consumer interaction. The theory helps to explain the psychological perspectives of chatbot users and answers the all-important question as to how to craft a coherent communication by enhancing the antecedents to chatbot efficiency. A mixed-method approach is used to identify factors that add to the dynamics of chatbot efficiency, a sensation of awe, and usage intentions. In method 1, the grounded theory approach is used to identify themes and factors to develop a conceptual model. In method 2, the conceptual model devised is subjected to empirical testing through Partial Least Square Structural Equation Modeling. The theory of cybernetics highlights the importance of information exchange and attunement which leads to higher usage intention in chatbots. The results disseminate the indispensability of AI-enabled chatbots for retailing businesses to attain commercial competency.

Suggested Citation

  • Pathak, Kanishka & Prakash, Gyan & Samadhiya, Ashutosh & Kumar, Anil & Luthra, Sunil, 2025. "Impact of Gen-AI chatbots on consumer services experiences and behaviors: Focusing on the sensation of awe and usage intentions through a cybernetic lens," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:joreco:v:82:y:2025:i:c:s0969698924004168
    DOI: 10.1016/j.jretconser.2024.104120
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    as
    1. Pham, Hong Chuong & Duong, Cong Doanh & Nguyen, Giang Khanh Huyen, 2024. "What drives tourists’ continuance intention to use ChatGPT for travel services? A stimulus-organism-response perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    2. Anouk S Bergner & Christian Hildebrand & Gerald Häubl & J Jeffrey Inman & Richard J Lutz & Ellie J Kyung, 2023. "Machine Talk: How Verbal Embodiment in Conversational AI Shapes Consumer–Brand Relationships," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 50(4), pages 742-764.
    3. Isaac Vaghefi & Bogdan Negoita & Liette Lapointe, 2023. "The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites," Information Systems Research, INFORMS, vol. 34(1), pages 85-110, March.
    4. Santiago Melián-González & Desiderio Gutiérrez-Taño & Jacques Bulchand-Gidumal, 2021. "Predicting the intentions to use chatbots for travel and tourism," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(2), pages 192-210, January.
    5. Giorgio Mion & Vania Vigolo & Angelo Bonfanti & Riccardo Tessari, 2023. "The Virtuousness of Ethical Networks: How to Foster Virtuous Practices in Nonprofit Organizations," Journal of Business Ethics, Springer, vol. 188(1), pages 107-123, November.
    6. Markovitch, Dmitri G. & Stough, Rusty A. & Huang, Dongling, 2024. "Consumer reactions to chatbot versus human service: An investigation in the role of outcome valence and perceived empathy," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    7. Logg, Jennifer M. & Minson, Julia A. & Moore, Don A., 2019. "Algorithm appreciation: People prefer algorithmic to human judgment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 90-103.
    8. repec:dar:wpaper:137446 is not listed on IDEAS
    9. Zhou, Cheng & Chang, Qian, 2024. "Informational or emotional? Exploring the relative effects of chatbots’ self-recovery strategies on consumer satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    10. Sehgal, Nidhi & Jham, Vimi & Malhotra, Gunjan, 2023. "Does green brand anthropomorphism influence repurchase intention? Understanding the impact of brand warmth, psychological ownership, and self-brand congruity," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    11. Zhang, Yaqiong & Wang, Shifu, 2023. "The influence of anthropomorphic appearance of artificial intelligence products on consumer behavior and brand evaluation under different product types," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    12. Martin Reisenbichler & Thomas Reutterer & David A. Schweidel & Daniel Dan, 2022. "Frontiers: Supporting Content Marketing with Natural Language Generation," Marketing Science, INFORMS, vol. 41(3), pages 441-452, May.
    13. Mehmood, Khalid & Kautish, Pradeep & Shah, Tejas R., 2024. "Embracing digital companions: Unveiling customer engagement with anthropomorphic AI service robots in cross-cultural context," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    14. Suresh Malodia & Shaphali Gupta & Anand Kumar Jaiswal, 2020. "Reverse innovation: a conceptual framework," Journal of the Academy of Marketing Science, Springer, vol. 48(5), pages 1009-1029, September.
    15. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril & Papadopoulos, Thanos, 2023. "Dynamic digital capabilities and supply chain resilience: The role of government effectiveness," International Journal of Production Economics, Elsevier, vol. 258(C).
    16. Christian Maier & Sven Laumer & Jason Bennett Thatcher & Jakob Wirth & Tim Weitzel, 2022. "Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation," Information Systems Research, INFORMS, vol. 33(2), pages 489-514, June.
    17. Reed, M.S. & Ferré, M. & Martin-Ortega, J. & Blanche, R. & Lawford-Rolfe, R. & Dallimer, M. & Holden, J., 2021. "Evaluating impact from research: A methodological framework," Research Policy, Elsevier, vol. 50(4).
    18. Georg Meyer & Gediminas Adomavicius & Paul E. Johnson & Mohamed Elidrisi & William A. Rush & JoAnn M. Sperl-Hillen & Patrick J. O'Connor, 2014. "A Machine Learning Approach to Improving Dynamic Decision Making," Information Systems Research, INFORMS, vol. 25(2), pages 239-263, June.
    19. Qin, Huanyu & Xie, Zhipeng & Ding, Chen & Wang, Jingyuan & Xu, Yi, 2024. "Healing or hesitation? The impact of anthropomorphism on consumers' repair intentions for products," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    20. Ekaterina Jussupow & Kai Spohrer & Armin Heinzl & Joshua Gawlitza, 2021. "Augmenting Medical Diagnosis Decisions? An Investigation into Physicians’ Decision-Making Process with Artificial Intelligence," Information Systems Research, INFORMS, vol. 32(3), pages 713-735, September.
    21. Shiri Melumad & Michel Tuan Pham & Darren W Dahl & Amna Kirmani & Peter R Darke, 2020. "The Smartphone as a Pacifying Technology [Diagnostic Instruments for Behavioural Addiction: An Overview]," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 47(2), pages 237-255.
    22. Mariani, Marcello M. & Hashemi, Novin & Wirtz, Jochen, 2023. "Artificial intelligence empowered conversational agents: A systematic literature review and research agenda," Journal of Business Research, Elsevier, vol. 161(C).
    23. Shahzad, Muhammad Farrukh & Xu, Shuo & An, Xin & Javed, Iqra, 2024. "Assessing the impact of AI-chatbot service quality on user e-brand loyalty through chatbot user trust, experience and electronic word of mouth," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    24. Ruyi Ge & Zhiqiang (Eric) Zheng & Xuan Tian & Li Liao, 2021. "Human–Robot Interaction: When Investors Adjust the Usage of Robo-Advisors in Peer-to-Peer Lending," Information Systems Research, INFORMS, vol. 32(3), pages 774-785, September.
    25. Xueming Luo & Siliang Tong & Zheng Fang & Zhe Qu, 2019. "Frontiers: Machines vs. Humans: The Impact of Artificial Intelligence Chatbot Disclosure on Customer Purchases," Marketing Science, INFORMS, vol. 38(6), pages 937-947, November.
    26. Aldhamiri, Ali & Carlson, Jamie & Vilches-Montero, Sonia & Rahman, Syed Mahmudur & Gudergan, Siegfried P., 2024. "What drives higher active customer engagement in luxury brands’ social media? Measurement and contingencies," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    27. Rameshwar Dubey & David Bryde & Constantin Blome & David Roubaud & Mihalis Giannakis, 2021. "Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context," Post-Print hal-03233551, HAL.
    28. Kayeser Fatima, Johra & Khan, Md Irfanuzzaman & Bahmannia, Somayeh & Chatrath, Sarvjeet Kaur & Dale, Naomi F. & Johns, Raechel, 2024. "Rapport with a chatbot? The underlying role of anthropomorphism in socio-cognitive perceptions of rapport and e-word of mouth," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    29. Xu, Ying & Niu, Nan & Zhao, Zixiang, 2023. "Dissecting the mixed effects of human-customer service chatbot interaction on customer satisfaction: An explanation from temporal and conversational cues," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    30. Niu, Ben & Mvondo, Gustave Florentin Nkoulou, 2024. "I Am ChatGPT, the ultimate AI Chatbot! Investigating the determinants of users' loyalty and ethical usage concerns of ChatGPT," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    31. Fernandes, Teresa & Oliveira, Elisabete, 2021. "Understanding consumers’ acceptance of automated technologies in service encounters: Drivers of digital voice assistants adoption," Journal of Business Research, Elsevier, vol. 122(C), pages 180-191.
    32. Elizabeth Han & Dezhi Yin & Han Zhang, 2023. "Bots with Feelings: Should AI Agents Express Positive Emotion in Customer Service?," Information Systems Research, INFORMS, vol. 34(3), pages 1296-1311, September.
    33. Wang, Ping & Li, Kunyang & Du, Qinglong & Wang, Jianqiong, 2024. "Customer experience in AI-enabled products: Scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    34. Shymko, Yuliya & Khoury, Theodore A., 2023. "From community rootedness to individuated entrepreneuring: The development of entrepreneurial motivation through a temporary community of practice," Journal of Business Venturing, Elsevier, vol. 38(3).
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    Cited by:

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    2. Chihli Hung & Ming-Hsuan Wu, 2025. "A Classification Intelligent Question Answering Model for Retrieval-Based Chatbots," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 15(1), pages 1-3.

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