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Consumer engagement in chatbots and voicebots. A multiple-experiment approach in online retailing context

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  • Rohit, Kumar
  • Shankar, Amit
  • Katiyar, Gagan
  • Mehrotra, Ankit
  • Alzeiby, Ebtesam Abdullah

Abstract

The significant advancements in virtual assistant (VA) technology have fundamentally transformed customer interactions in online retail. Using the underpinnings of Media Richness Theory (MRT), the study investigates the nuanced impacts of VA interfaces on consumer engagement in online retailing. Employing a between-subject experimental design with 477Â VÂ A users, the research examines the influence of voicebots versus chatbots, diverse product types, and localization levels on cognitive, affective, and activation engagement dimensions. The study's findings suggest that voice assistants are more effective in enhancing cognitive and affective engagement in the case of experiential products. Furthermore, the study highlights that localization significantly moderates the relationship between VA type and user engagement, emphasizing the need for tailored VA interfaces to linguistic and cultural preferences for diverse markets. These insights underscore the importance of strategic VA selection aligned with product characteristics and localization for optimizing user engagement in online retail. The study offers actionable insights for retailers to enhance customer interactions and engagement through tailored VA strategies, potentially leading to improved conversion rates and customer satisfaction.

Suggested Citation

  • Rohit, Kumar & Shankar, Amit & Katiyar, Gagan & Mehrotra, Ankit & Alzeiby, Ebtesam Abdullah, 2024. "Consumer engagement in chatbots and voicebots. A multiple-experiment approach in online retailing context," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:joreco:v:78:y:2024:i:c:s0969698924000249
    DOI: 10.1016/j.jretconser.2024.103728
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    as
    1. Darima Fotheringham & Michael A. Wiles, 2023. "The effect of implementing chatbot customer service on stock returns: an event study analysis," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 802-822, July.
    2. Alistair Sutcliffe & Robin Dunbar & Hatana El-Jarn, 2023. "Investigating the use of social media in intimate social relationships," Behaviour and Information Technology, Taylor & Francis Journals, vol. 42(4), pages 379-391, March.
    3. Kautish, Pradeep & Paul, Justin & Sharma, Rajesh, 2021. "The effect of assortment and fulfillment on shopping assistance and efficiency: An e-tail servicescape perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    4. Jeen-Su Lim & Abdulrahman Al-Aali & John Heinrichs, 2015. "Impact of satisfaction with e-retailers’ touch points on purchase behavior: the moderating effect of search and experience product type," Marketing Letters, Springer, vol. 26(2), pages 225-235, June.
    5. Song, Mengmeng & Xing, Xinyu & Duan, Yucong & Cohen, Jason & Mou, Jian, 2022. "Will artificial intelligence replace human customer service? The impact of communication quality and privacy risks on adoption intention," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    6. Madanaguli, Arun & Dhir, Amandeep & Talwar, Shalini & Clauss, Thomas & Kraus, Sascha & Kaur, Puneet, 2023. "Diving into the uncertainties of open innovation: A systematic review of risks to uncover pertinent typologies and unexplored horizons," Technovation, Elsevier, vol. 119(C).
    7. Maduku, Daniel K. & Mpinganjira, Mercy & Rana, Nripendra P. & Thusi, Philile & Ledikwe, Aobakwe & Mkhize, Njabulo Happy-boy, 2023. "Assessing customer passion, commitment, and word-of-mouth intentions in digital assistant usage: The moderating role of technology anxiety," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    8. Kasilingam, Dharun Lingam, 2020. "Understanding the attitude and intention to use smartphone chatbots for shopping," Technology in Society, Elsevier, vol. 62(C).
    9. Ladhari, Riadh & Massa, Elodie & Skandrani, Hamida, 2020. "YouTube vloggers’ popularity and influence: The roles of homophily, emotional attachment, and expertise," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    10. Kang, Weiyao & Shao, Bingjia, 2023. "The impact of voice assistants’ intelligent attributes on consumer well-being: Findings from PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    11. Nusrat, Anam & He, Yong & Luqman, Adeel & Mehrotra, Ankit & Shankar, Amit, 2023. "Unraveling the psychological and behavioral consequences of using enterprise social media (ESM) in mitigating the cyberslacking," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    12. Malodia, Suresh & Kaur, Puneet & Ractham, Peter & Sakashita, Mototaka & Dhir, Amandeep, 2022. "Why do people avoid and postpone the use of voice assistants for transactional purposes? A perspective from decision avoidance theory," Journal of Business Research, Elsevier, vol. 146(C), pages 605-618.
    13. Sara Moussawi & Marios Koufaris & Raquel Benbunan-Fich, 2023. "The role of user perceptions of intelligence, anthropomorphism, and self-extension on continuance of use of personal intelligent agents," European Journal of Information Systems, Taylor & Francis Journals, vol. 32(3), pages 601-622, May.
    14. Stephanie M. Noble & Martin Mende, 2023. "The future of artificial intelligence and robotics in the retail and service sector: Sketching the field of consumer-robot-experiences," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 747-756, July.
    15. Richard L. Daft & Robert H. Lengel, 1986. "Organizational Information Requirements, Media Richness and Structural Design," Management Science, INFORMS, vol. 32(5), pages 554-571, May.
    16. Kumar, Aman & Shankar, Amit & Nayal, Preeti, 2024. "Metaverse is not my cup of tea! An investigation into how personality traits shape metaverse usage intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    17. Habib, Muhammad Danish & Alghamdi, Aseel & Sharma, Veenu & Mehrotra, Ankit & Badghish, Saeed, 2024. "Diet or lifestyle: Consumer purchase behavior of vegan retailing. A qualitative assessment," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    18. McLean, Graeme & Osei-Frimpong, Kofi & Barhorst, Jennifer, 2021. "Alexa, do voice assistants influence consumer brand engagement? – Examining the role of AI powered voice assistants in influencing consumer brand engagement," Journal of Business Research, Elsevier, vol. 124(C), pages 312-328.
    19. Vithayathil, Joseph & Dadgar, Majid & Osiri, J. Kalu, 2020. "Social media use and consumer shopping preferences," International Journal of Information Management, Elsevier, vol. 54(C).
    20. 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).
    21. Kamoonpuri, Sana Zehra & Sengar, Anita, 2023. "Hi, May AI help you? An analysis of the barriers impeding the implementation and use of artificial intelligence-enabled virtual assistants in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    22. Lalicic, Lidija & Weismayer, Christian, 2021. "Consumers’ reasons and perceived value co-creation of using artificial intelligence-enabled travel service agents," Journal of Business Research, Elsevier, vol. 129(C), pages 891-901.
    23. Guerreiro, João & Loureiro, Sandra Maria Correia, 2023. "I am attracted to my Cool Smart Assistant! Analyzing Attachment-Aversion in AI-Human Relationships," Journal of Business Research, Elsevier, vol. 161(C).
    24. Moore, Simon & Bulmer, Sandy & Elms, Jonathan, 2022. "The social significance of AI in retail on customer experience and shopping practices," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    25. 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.
    26. Vannucci, Virginia & Dasmi, Costanza & Nechaeva, Olga & Pizzi, Gabriele & Aiello, Gaetano, 2023. "WHY do YOU care about me? The impact of retailers’ customer care activities on customer orientation perceptions and store patronage intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    27. Jain, Shilpi & Basu, Sriparna & Dwivedi, Yogesh K & Kaur, Sumeet, 2022. "Interactive voice assistants – Does brand credibility assuage privacy risks?," Journal of Business Research, Elsevier, vol. 139(C), pages 701-717.
    28. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
    29. Talwar, Shalini & Srivastava, Shalini & Sakashita, Mototaka & Islam, Nazrul & Dhir, Amandeep, 2022. "Personality and travel intentions during and after the COVID-19 pandemic: An artificial neural network (ANN) approach," Journal of Business Research, Elsevier, vol. 142(C), pages 400-411.
    30. Christine Rzepka & Benedikt Berger & Thomas Hess, 2022. "Voice Assistant vs. Chatbot – Examining the Fit Between Conversational Agents’ Interaction Modalities and Information Search Tasks," Information Systems Frontiers, Springer, vol. 24(3), pages 839-856, June.
    31. Ertugrul Uysal & Sascha Alavi & Valéry Bezençon, 2022. "Trojan horse or useful helper? A relationship perspective on artificial intelligence assistants with humanlike features," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1153-1175, November.
    32. Rahman, Muhammad Sabbir & Bag, Surajit & Hossain, Md Afnan & Abdel Fattah, Fadi Abdel Muniem & Gani, Mohammad Osman & Rana, Nripendra P., 2023. "The new wave of AI-powered luxury brands online shopping experience: The role of digital multisensory cues and customers’ engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    33. Dwivedi, Yogesh K. & Ismagilova, Elvira & Hughes, D. Laurie & Carlson, Jamie & Filieri, Raffaele & Jacobson, Jenna & Jain, Varsha & Karjaluoto, Heikki & Kefi, Hajer & Krishen, Anjala S. & Kumar, Vikra, 2021. "Setting the future of digital and social media marketing research: Perspectives and research propositions," International Journal of Information Management, Elsevier, vol. 59(C).
    34. Hasan, Rajibul & Shams, Riad & Rahman, Mizan, 2021. "Consumer trust and perceived risk for voice-controlled artificial intelligence: The case of Siri," Journal of Business Research, Elsevier, vol. 131(C), pages 591-597.
    35. Li, Meichan & Wang, Rui, 2023. "Chatbots in e-commerce: The effect of chatbot language style on customers’ continuance usage intention and attitude toward brand," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    36. Pooja Kumari, 2022. "Impact of Interactivity on Bookkeeping Application Adoption Intention in the New Normal: A Consumption Values Perspective," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 20(2), pages 1-17, April.
    37. Liu, Sindy & Perry, Patsy & Moore, Christopher & Warnaby, Gary, 2016. "The standardization-localization dilemma of brand communications for luxury fashion retailers' internationalization into China," Journal of Business Research, Elsevier, vol. 69(1), pages 357-364.
    38. Jeen-Su Lim & Abdulrahman Al-Aali & John Heinrichs, 2015. "Erratum to: Impact of satisfaction with e-retailers’ touch points on purchase behavior: the moderating effect of search and experience product type," Marketing Letters, Springer, vol. 26(4), pages 727-727, December.
    39. Agarwal, Reeti & Mehrotra, Ankit & Sharma, Veenu & Papa, Armando & Malibari, Areej, 2023. "Over-the-top (OTT) retailing in the post pandemic world. Unveiling consumer drivers and barriers using a qualitative study," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    40. Agarwal, Reeti & Mehrotra, Ankit & Misra, Dheeraj, 2022. "Customer happiness as a function of perceived loyalty program benefits - A quantile regression approach," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    41. Kautish, Pradeep & Purohit, Sonal & Filieri, Raffaele & Dwivedi, Yogesh K., 2023. "Examining the role of consumer motivations to use voice assistants for fashion shopping: The mediating role of awe experience and eWOM," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    42. Aw, Eugene Cheng-Xi & Tan, Garry Wei-Han & Cham, Tat-Huei & Raman, Ramakrishnan & Ooi, Keng-Boon, 2022. "Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    43. Agrawal, Shiv Ratan & Mittal, Divya, 2022. "Optimizing customer engagement content strategy in retail and E-tail: Available on online product review videos," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    44. Aslam, Usman, 2023. "Understanding the usability of retail fashion brand chatbots: Evidence from customer expectations and experiences," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    45. Abhijit Guha & Timna Bressgott & Dhruv Grewal & Dominik Mahr & Martin Wetzels & Elisa Schweiger, 2023. "How artificiality and intelligence affect voice assistant evaluations," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 843-866, July.
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