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AI-based chatbots in conversational commerce and their effects on product and price perceptions

Author

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  • Justina Sidlauskiene

    (ISM University of Management and Economics)

  • Yannick Joye

    (ISM University of Management and Economics
    Vilnius University)

  • Vilte Auruskeviciene

    (ISM University of Management and Economics)

Abstract

The rise of AI-based chatbots has gradually changed the way consumers shop. Natural language processing (NLP) technology and artificial intelligence (AI) are likely to accelerate this trend further. However, consumers still prefer to engage with humans and resist chatbots, which are often perceived as impersonal and lacking the human touch. While the predominant tendency is to make chatbots appear more humanlike, little is known about how anthropomorphic verbal design cues in chatbots influence perceived product personalization and willingness to pay a higher product price in conversational commerce contexts. In the current work, we set out to test this through one pre-test (N = 135) and two online experiments (N = 180 and 237). We find that anthropomorphism significantly and positively affects perceived product personalization, and that this effect is moderated by situational loneliness. Moreover, the results show that the interaction between anthropomorphism and situational loneliness has an impact on the willingness to pay a higher product price. The research findings can be used for future applications of AI-driven chatbots where there is a need to provide personalized and data-driven product recommendations.

Suggested Citation

  • Justina Sidlauskiene & Yannick Joye & Vilte Auruskeviciene, 2023. "AI-based chatbots in conversational commerce and their effects on product and price perceptions," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-21, December.
    • Handle: RePEc:spr:elmark:v:33:y:2023:i:1:d:10.1007_s12525-023-00633-8
    DOI: 10.1007/s12525-023-00633-8
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    References listed on IDEAS

    as
    1. Meredith E. David & James A. Roberts, 2017. "Phubbed and Alone: Phone Snubbing, Social Exclusion, and Attachment to Social Media," Journal of the Association for Consumer Research, University of Chicago Press, vol. 2(2), pages 155-163.
    2. 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.
    3. Rod Duclos & Echo Wen Wan & Yuwei Jiang, 2013. "Show Me the Honey! Effects of Social Exclusion on Financial Risk-Taking," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(1), pages 122-135.
    4. Julia D. Hur & Minjung Koo & Wilhelm Hofmann, 2015. "When Temptations Come Alive: How Anthropomorphism Undermines Self-Control," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 42(2), pages 340-358.
    5. Bugshan, Hatem & Attar, Razaz Waheeb, 2020. "Social commerce information sharing and their impact on consumers," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    6. Elodie Gentina & L. Shrum & Tina Lowrey, 2018. "Coping with Loneliness Through Materialism: Strategies Matter for Adolescent Development of Unethical Behaviors," Post-Print hal-01914749, HAL.
    7. Dennis, Charles & Alamanos, Eleftherios & Papagiannidis, Savvas & Bourlakis, Michael, 2016. "Does social exclusion influence multiple channel use? The interconnections with community, happiness, and well-being," Journal of Business Research, Elsevier, vol. 69(3), pages 1061-1070.
    8. Efraim Turban & Jon Outland & David King & Jae Kyu Lee & Ting-Peng Liang & Deborrah C. Turban, 2018. "Intelligent (Smart) E-Commerce," Springer Texts in Business and Economics, in: Electronic Commerce 2018, edition 9, chapter 7, pages 249-283, Springer.
    9. Martin Adam & Michael Wessel & Alexander Benlian, 2021. "AI-based chatbots in customer service and their effects on user compliance," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(2), pages 427-445, June.
    10. 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.
    11. Jing Wang & Rui (Juliet) Zhu & Baba Shiv, 2012. "The Lonely Consumer: Loner or Conformer?," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(6), pages 1116-1128.
    12. Stephan Diederich & Alfred Benedikt Brendel & Lutz M. Kolbe, 2020. "Designing Anthropomorphic Enterprise Conversational Agents," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(3), pages 193-209, June.
    13. Jifeng Mu & Jonathan Z. Zhang, 2021. "Seller marketing capability, brand reputation, and consumer journeys on e-commerce platforms," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 994-1020, September.
    14. 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.
    15. Rizomyliotis, Ioannis & Kastanakis, Minas N. & Giovanis, Apostolos & Konstantoulaki, Kleopatra & Kostopoulos, Ioannis, 2022. "“How mAy I help you today?” The use of AI chatbots in small family businesses and the moderating role of customer affective commitment," Journal of Business Research, Elsevier, vol. 153(C), pages 329-340.
    16. Park, C Whan & Milberg, Sandra & Lawson, Robert, 1991. "Evaluation of Brand Extensions: The Role of Product Feature Similarity and Brand Concept Consistency," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(2), pages 185-193, September.
    17. Tran, Anh D. & Pallant, Jason I. & Johnson, Lester W., 2021. "Exploring the impact of chatbots on consumer sentiment and expectations in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    18. Ma, Liye & Sun, Baohong, 2020. "Machine learning and AI in marketing – Connecting computing power to human insights," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 481-504.
    19. Lafferty, Barbara A. & Goldsmith, Ronald E., 1999. "Corporate Credibility's Role in Consumers' Attitudes and Purchase Intentions When a High versus a Low Credibility Endorser Is Used in the Ad," Journal of Business Research, Elsevier, vol. 44(2), pages 109-116, February.
    20. Kumar, V. & Ramachandran, Divya & Kumar, Binay, 2021. "Influence of new-age technologies on marketing: A research agenda," Journal of Business Research, Elsevier, vol. 125(C), pages 864-877.
    21. Lee, Eun-Jung & Park, Jung Kun, 2009. "Online service personalization for apparel shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 16(2), pages 83-91.
    22. 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.
    23. Pantano, Eleonora & Pizzi, Gabriele, 2020. "Forecasting artificial intelligence on online customer assistance: Evidence from chatbot patents analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    24. Campbell, Colin & Sands, Sean & Ferraro, Carla & Tsao, Hsiu-Yuan (Jody) & Mavrommatis, Alexis, 2020. "From data to action: How marketers can leverage AI," Business Horizons, Elsevier, vol. 63(2), pages 227-243.
    25. Zhu, Yimin & Zhang, Jiemin & Wu, Jifei & Liu, Yingyue, 2022. "AI is better when I'm sure: The influence of certainty of needs on consumers' acceptance of AI chatbots," Journal of Business Research, Elsevier, vol. 150(C), pages 642-652.
    26. Velasco, Franklin & Yang, Zhiyong & Janakiraman, Narayanan, 2021. "A meta-analytic investigation of consumer response to anthropomorphic appeals: The roles of product type and uncertainty avoidance," Journal of Business Research, Elsevier, vol. 131(C), pages 735-746.
    27. Chung, Minjee & Ko, Eunju & Joung, Heerim & Kim, Sang Jin, 2020. "Chatbot e-service and customer satisfaction regarding luxury brands," Journal of Business Research, Elsevier, vol. 117(C), pages 587-595.
    28. Kim, Junhee & Swaminathan, Srinivasan, 2021. "Time to say goodbye: The impact of anthropomorphism on selling prices of used products," Journal of Business Research, Elsevier, vol. 126(C), pages 78-87.
    29. Roy, Rajat & Naidoo, Vik, 2021. "Enhancing chatbot effectiveness: The role of anthropomorphic conversational styles and time orientation," Journal of Business Research, Elsevier, vol. 126(C), pages 23-34.
    30. Rippé, Cindy B. & Smith, Brent & Dubinsky, Alan J., 2018. "Lonely consumers and their friend the retail salesperson," Journal of Business Research, Elsevier, vol. 92(C), pages 131-141.
    31. 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.
    32. Sang M. Lee & DonHee Lee, 2020. "“Untact”: a new customer service strategy in the digital age," Service Business, Springer;Pan-Pacific Business Association, vol. 14(1), pages 1-22, March.
    33. Frank May & Ashwani Monga, 2014. "When Time Has a Will of Its Own, the Powerless Don't Have the Will to Wait: Anthropomorphism of Time Can Decrease Patience," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(5), pages 924-942.
    34. Neeraj Arora & Xavier Dreze & Anindya Ghose & James Hess & Raghuram Iyengar & Bing Jing & Yogesh Joshi & V. Kumar & Nicholas Lurie & Scott Neslin & S. Sajeesh & Meng Su & Niladri Syam & Jacquelyn Thom, 2008. "Putting one-to-one marketing to work: Personalization, customization, and choice," Marketing Letters, Springer, vol. 19(3), pages 305-321, December.
    35. 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.
    36. Elodie Gentina & L. J. Shrum & Tina M. Lowrey, 2018. "Coping with Loneliness Through Materialism: Strategies Matter for Adolescent Development of Unethical Behaviors," Journal of Business Ethics, Springer, vol. 152(1), pages 103-122, September.
    37. Tokar, Travis & Jensen, Robert & Williams, Brent D., 2021. "A guide to the seen costs and unseen benefits of e-commerce," Business Horizons, Elsevier, vol. 64(3), pages 323-332.
    38. 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.
    39. Chong, Terrence & Yu, Ting & Keeling, Debbie Isobel & de Ruyter, Ko, 2021. "AI-chatbots on the services frontline addressing the challenges and opportunities of agency," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
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    2. Peter Hofmann & Nils Urbach & Julia Lanzl & Kevin C. Desouza, 2024. "AI-enabled information systems: Teaming up with intelligent agents in networked business," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-8, December.

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    More about this item

    Keywords

    AI; Anthropomorphism; Chatbots; Conversational commerce; Perceived personalization; Perceived price; Situational loneliness;
    All these keywords.

    JEL classification:

    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing

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