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Alexa, what's on my shopping list? Transforming customer experience with digital voice assistants

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  • Aw, Eugene Cheng-Xi
  • Tan, Garry Wei-Han
  • Cham, Tat-Huei
  • Raman, Ramakrishnan
  • Ooi, Keng-Boon

Abstract

Artificial intelligence is disrupting the retail industry. Digital voice assistants as one of the most popular AI technologies are poised to revolutionize consumers’ shopping journeys yet we have a sparse understanding of their role in fostering customer experience. The present study seeks to address this issue by proposing and validating a research model encompassing human-like attributes (i.e., perceived anthropomorphism, perceived animacy, and perceived intelligence), technology attributes (i.e., performance expectancy, effort expectancy, and perceived security), and contextual factors (i.e., social influence and facilitating conditions) as the antecedents to continuance usage of digital voice assistants to shop. The effects are facilitated by the formation of several perceptual-based outcomes such as parasocial interactions, smart-shopping perception, and AI-enabled customer experience. Data (n = 411) was collected through an online questionnaire-based survey and analysed using Partial Least Squares Structural Equation Modelling. The results indicated (i) all human-like and technology attributes, except effort expectancy, have a significant impact on parasocial interactions, (ii) perceived intelligence, perceived security, and performance expectancy significantly influence smart-shopping perception, (iii) parasocial interactions and smart-shopping perception foster AI-enabled customer experience, and (iv) AI-enabled customer experience and social influence determine the continuance intention to shop using digital voice assistants. Theoretical and practical implications are discussed.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:tefoso:v:180:y:2022:i:c:s0040162522002335
    DOI: 10.1016/j.techfore.2022.121711
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    1. Vlačić, Božidar & Corbo, Leonardo & Costa e Silva, Susana & Dabić, Marina, 2021. "The evolving role of artificial intelligence in marketing: A review and research agenda," Journal of Business Research, Elsevier, vol. 128(C), pages 187-203.
    2. Rabassa, Valérie & Sabri, Ouidade & Spaletta, Claire, 2022. "Conversational commerce: Do biased choices offered by voice assistants’ technology constrain its appropriation?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    3. Nisreen Ameen & Ali Tarhini & Alexander Reppel & Amitabh Anand, 2021. "Customer experiences in the age of artificial intelligence," Post-Print halshs-03045430, HAL.
    4. Aw, Eugene Cheng-Xi, 2020. "Understanding consumers’ paths to webrooming: A complexity approach," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    5. Labrecque, Lauren I., 2014. "Fostering Consumer–Brand Relationships in Social Media Environments: The Role of Parasocial Interaction," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 134-148.
    6. Hoyer, Wayne D. & Kroschke, Mirja & Schmitt, Bernd & Kraume, Karsten & Shankar, Venkatesh, 2020. "Transforming the Customer Experience Through New Technologies," Journal of Interactive Marketing, Elsevier, vol. 51(C), pages 57-71.
    7. 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.
    8. Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Ooi, Keng-Boon & Lee, Voon-Hsien, 2019. "The age of mobile social commerce: An Artificial Neural Network analysis on its resistances," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 311-324.
    9. Poushneh, Atieh, 2021. "Humanizing voice assistant: The impact of voice assistant personality on consumers’ attitudes and behaviors," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    10. Kulviwat, Songpol & Bruner II, Gordon C. & Al-Shuridah, Obaid, 2009. "The role of social influence on adoption of high tech innovations: The moderating effect of public/private consumption," Journal of Business Research, Elsevier, vol. 62(7), pages 706-712, July.
    11. Lai-Wan Wong & Garry Wei-Han Tan & Voon-Hsien Lee & Keng-Boon Ooi & Amrik Sohal, 2020. "Unearthing the determinants of Blockchain adoption in supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2100-2123, April.
    12. 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.
    13. 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).
    14. 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.
    15. Thomas P. Novak & Donna L. Hoffman, 2019. "Relationship journeys in the internet of things: a new framework for understanding interactions between consumers and smart objects," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 216-237, March.
    16. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    17. Klaus, Phil & Zaichkowsky, Judith Lynne, 2022. "The convenience of shopping via voice AI: Introducing AIDM," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    18. Wang, Guoqiang & Tan, Garry Wei-Han & Yuan, Yunpeng & Ooi, Keng-Boon & Dwivedi, Yogesh K., 2022. "Revisiting TAM2 in behavioral targeting advertising: A deep learning-based dual-stage SEM-ANN analysis," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    19. Larissa Becker & Elina Jaakkola, 2020. "Customer experience: fundamental premises and implications for research," Journal of the Academy of Marketing Science, Springer, vol. 48(4), pages 630-648, July.
    20. Aw, Eugene Cheng-Xi & Chuah, Stephanie Hui-Wen, 2021. "“Stop the unattainable ideal for an ordinary me!” fostering parasocial relationships with social media influencers: The role of self-discrepancy," Journal of Business Research, Elsevier, vol. 132(C), pages 146-157.
    21. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, December.
    22. Shareef, Mahmud Akhter & Kumar, Vinod & Dwivedi, Yogesh K. & Kumar, Uma & Akram, Muhammad Shakaib & Raman, Ramakrishnan, 2021. "A new health care system enabled by machine intelligence: Elderly people's trust or losing self control," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    23. Marijn Janssen & Nripendra P. Rana & Emma L. Slade & Yogesh K. Dwivedi, 2018. "Trustworthiness of digital government services: deriving a comprehensive theory through interpretive structural modelling," Public Management Review, Taylor & Francis Journals, vol. 20(5), pages 647-671, May.
    24. Yan, Li-Ya & Tan, Garry Wei-Han & Loh, Xiu-Ming & Hew, Jun-Jie & Ooi, Keng-Boon, 2021. "QR code and mobile payment: The disruptive forces in retail," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    25. Kiljae Lee & Kyung Young Lee & Lorn Sheehan, 2020. "Hey Alexa! A Magic Spell of Social Glue?: Sharing a Smart Voice Assistant Speaker and Its Impact on Users’ Perception of Group Harmony," Information Systems Frontiers, Springer, vol. 22(3), pages 563-583, June.
    26. Aw, Eugene Cheng-Xi & Kamal Basha, Norazlyn & Ng, Siew Imm & Ho, Jo Ann, 2021. "Searching online and buying offline: Understanding the role of channel-, consumer-, and product-related factors in determining webrooming intention," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    27. Ng, Felicity Zi-Xuan & Yap, Hui-Yee & Tan, Garry Wei-Han & Lo, Pei-San & Ooi, Keng-Boon, 2022. "Fashion shopping on the go: A Dual-stage predictive-analytics SEM-ANN analysis on usage behaviour, experience response and cross-category usage," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    28. Gursoy, Dogan & Chi, Oscar Hengxuan & Lu, Lu & Nunkoo, Robin, 2019. "Consumers acceptance of artificially intelligent (AI) device use in service delivery," International Journal of Information Management, Elsevier, vol. 49(C), pages 157-169.
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    Cited by:

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    5. Kim, Yaeri & Seok, Junhee & Roh, Taewoo, 2023. "The linkage between quality of information systems and the impact of trust-based privacy on behavioral outcomes in unmanned convenience store: Moderating effect of gender and experience," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    6. Li, Chia-Ying & Fang, Yu-Hui & Chiang, Yu-Hung, 2023. "Can AI chatbots help retain customers? An integrative perspective using affordance theory and service-domain logic," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    7. 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).

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