Abstract
In mobile banking, the relationship between consumers and conversational artificial intelligence chatbots (CAIC) is a growing interest. This study delves into consumers’ brand love for these chatbots and examines the factors that influence this love. The study tests the relationships between anthropomorphism, smart experience, and brand love based on 355 banking consumers. According to the findings, anthropomorphism, smart experience, and conversational AI chatbot engagement have a favorable effect on consumers’ interaction with CAIC, resulting in an increase in their brand love. This research offers valuable insights for mobile banking companies looking to increase their customers’ love for their conversational AI chatbots. The findings emphasize the importance of considering anthropomorphism, smart experience, and engagement in designing conversational AI chatbots, as these factors contribute to a meaningful and engaging customer experience.
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Aggarwal, P., and A.L. McGill. 2007. Is that car smiling at me? Schema congruity as a basis for evaluating anthropomorphized products. Journal of Consumer Research 34(4): 468–479.
Ahuvia, A., R.P. Bagozzi, and R. Batra. 2014. Psychometric vs. C-OAR-SE measures of brand love: A reply to Rossiter. Marketing Letters 25(2): 235–243.
Ahuvia, A.C. 1993. I love it. Towards a unifying theory of love across diverse love objects: University of Michigan.
Albert, N., and D. Merunka. 2013. The role of brand love in consumer-brand relationships. Journal of Consumer Marketing 30: 258–266.
Alt, M.-A., and I. Vizeli. 2021. Identifying Relevant Segments of Potential Banking Chatbot Users Based on Technology Adoption Behavior. Market-Tržište 33(2): 165–183.
Amaro, S., C. Barroco, and J. Antunes. 2020. Exploring the antecedents and outcomes of destination brand love. Journal of Product & Brand Management 30(3): 433–448. https://doi.org/10.1108/JPBM-08-2019-2487.
Ankitha, S., and S. Basri. 2019. The effect of relational selling on life insurance decision making in India. International Journal of Bank Marketing 37: 1505–1524.
Araujo, T. 2018. Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions. Computers in Human Behavior 85: 183–189.
Araújo, T., and B. Casais. 2020. Customer acceptance of shopping-assistant chatbots. In Marketing and Smart Technologies (pp. 278–287). Springer.
Aro, K., K. Suomi, and S. Saraniemi. 2018. Antecedents and consequences of destination brand love—A case study from Finnish Lapland. Tourism Management 67: 71–81.
Bagozzi, R.P. 1986. Attitude formation under the theory of reasoned action and a purposeful behaviour reformulation. British Journal of Social Psychology 25(2): 95–107.
Balakrishnan, J., S.S. Abed, and P. Jones. 2022. The role of meta-UTAUT factors, perceived anthropomorphism, perceived intelligence, and social self-efficacy in chatbot-based services? Technological Forecasting and Social Change 180: 121692.
Batra, R., A. Ahuvia, and R.P. Bagozzi. 2012. Brand love. Journal of Marketing 76(2): 1–16.
Beattie, A., A.P. Edwards and C. Edwards. 2020. A bot and a smile: Interpersonal impressions of chatbots and humans using emoji in computer-mediated communication. Communication Studies 71(3): 409–427.
Belk, R. 2017. The Soul and the Machine: Humanlike Machines and Machinelike Humans. ACR North American Advances.
Bitner, M.J. 1992. Servicescapes: The impact of physical surroundings on customers and employees. Journal of Marketing 56(2): 57–71.
Blut, M., C. Wang, N.V. Wünderlich, and C. Brock. 2021. Understanding anthropomorphism in service provision: A meta-analysis of physical robots, chatbots, and other AI. Journal of the Academy of Marketing Science 49: 632–658.
Bowden, J.L.-H. 2009. The process of customer engagement: A conceptual framework. Journal of Marketing Theory and Practice 17(1): 63–74.
Brakus, J.J., B.H. Schmitt, and L. Zarantonello. 2009. Brand experience: What is it? How is it measured? Does it affect loyalty? Journal of Marketing 73(3): 52–68.
Brodie, R.J., A. Ilic, B. Juric, and L. Hollebeek. 2013. Consumer engagement in a virtual brand community: An exploratory analysis. Journal of Business Research 66(1): 105–114.
Brown, C.M., and J.L. McLean. 2015. Anthropomorphizing dogs: Projecting one’s own personality and consequences for supporting animal rights. Anthrozoös 28(1): 73–86.
Buhalis, D., and E.S.Y. Cheng. 2020. Exploring the use of chatbots in hotels: Technology providers’ perspective. In Information and Communication Technologies in Tourism 2020 (pp. 231–242). Springer.
Carroll, B.A., and A.C. Ahuvia. 2006. Some antecedents and outcomes of brand love. Marketing Letters 17(2): 79–89.
Chandler, J., and N. Schwarz. 2010. Use does not wear ragged the fabric of friendship: Thinking of objects as alive makes people less willing to replace them. Journal of Consumer Psychology 20(2): 138–145.
Chattaraman, V., W.-S. Kwon, J.E. Gilbert, and K. Ross. 2019. Should AI-Based, conversational digital assistants employ social-or task-oriented interaction style? A task-competency and reciprocity perspective for older adults. Computers in Human Behavior 90: 315–330.
Chin, W.W., B.L. Marcolin, and P.R. Newsted. 2003. A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study. Information Systems Research 14(2): 189–217.
Chopdar, P.K., and J. Balakrishnan. 2020. Consumers response towards mobile commerce applications: SOR approach. International Journal of Information Management 53: 102106.
Chuang, Y., L.-L. Chen, and Y. Liu. 2018. Design vocabulary for human--IoT systems communication. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 1–11.
Chung, M., E. Ko, H. Joung, and S.J. Kim. 2020. Chatbot e-service and customer satisfaction regarding luxury brands. Journal of Business Research 117: 587–595.
Ciechanowski, L., A. Przegalinska, M. Magnuski, and P. Gloor. 2019. In the shades of the uncanny valley: An experimental study of human–chatbot interaction. Future Generation Computer Systems 92: 539–548.
Coelho, A., C. Bairrada, and F. Peres. 2019. Brand communities’ relational outcomes, through brand love. Journal of Product & Brand Management.
Conway, J.M., and C.E. Lance. 2010. What reviewers should expect from authors regarding common method bias in organizational research. Journal of Business and Psychology 25(3): 325–334.
de Medeiros, L. F., A.K. Junior, and A. Moser. 2019. A cognitive assistant that uses small talk in tutoring conversation. International Journal of Emerging Technologies in Learning (Online) 14(11): 138.
do Valle, P.O., and G. Assaker. 2016. Using partial least squares structural equation modeling in tourism research: A review of past research and recommendations for future applications. Journal of Travel Research 55(6): 695–708.
Dreyer, T. 2016. Survey finds half of consumers would prefer to conduct all customer service via messaging. VentureBeat. https://venturebeat.com/2016/12/12/new-survey-and-insights-about-what-consumers-want-in-a-chatbot/
Epley, N., A. Waytz, and J.T. Cacioppo. 2007. On seeing human: A three-factor theory of anthropomorphism. Psychological Review 114(4): 864.
Eren, B.A. 2021. Determinants of customer satisfaction in chatbot use: evidence from a banking application in Turkey. International Journal of Bank Marketing.
Etikan, I., R. Alkassim, and S. Abubakar. 2016. Comparision of snowball sampling and sequential sampling technique. Biometrics and Biostatistics International Journal 3(1): 55.
Fahn, V., and A. Riener. 2021. Time to Get Conversational: Assessment of the Potential of Conversational User Interfaces for Mobile Banking. In Mensch und Computer 2021 (pp. 34–43).
Fernandes, T., and E. Oliveira. 2021. Understanding consumers’ acceptance of automated technologies in service encounters: Drivers of digital voice assistants adoption. Journal of Business Research 122: 180–191.
Fornell, C., and D.F. Larcker. 1981. Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research 18(1): 39. https://doi.org/10.2307/3151312.
Fournier, S. 1998. Consumers and their brands: Developing relationship theory in consumer research. Journal of Consumer Research 24(4): 343–373.
Fowler Jr, F. J. 2002. Survey research methods (3rd ed.). Sage.
Gentile, C., N. Spiller, and G. Noci. 2007. How to sustain the customer experience: An overview of experience components that co-create value with the customer. European Management Journal 25(5): 395–410.
Go, E., and S.S. Sundar. 2019. Humanizing chatbots: The effects of visual, identity and conversational cues on humanness perceptions. Computers in Human Behavior 97: 304–316.
Gray, H.M., K. Gray, and D.M. Wegner. 2007. Dimensions of mind perception. Science 315(5812): 619.
Guido, G., and A.M. Peluso. 2015. Brand anthropomorphism: Conceptualization, measurement, and impact on brand personality and loyalty. Journal of Brand Management 22(1): 1–19.
Hair, J.F., Jr., W.C. Black, B.J. Babin, and R.E. Anderson. 2019. Multivariate Data Analysis (Eighth Edi). Cengage Learning.
Hair Jr, J.F., G.T.M. Hult, C.M. Ringle, and M. Sarstedt. 2021. A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.
Han, M.C. 2021. The impact of anthropomorphism on consumers’ purchase decision in chatbot commerce. Journal of Internet Commerce 20(1): 46–65.
Handoyo, E., M. Arfan, Y.A.A. Soetrisno, M. Somantri, A. Sofwan, and E.W. Sinuraya. 2018. Ticketing chatbot service using serverless NLP technology. 2018 5th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), 325–330.
Hari, H., R. Iyer, and B. Sampat. 2022. Customer brand engagement through chatbots on bank websites—Examining the antecedents and consequences. International Journal of Human-Computer Interaction 38(13): 1212–1227.
Harman, D. 1967. A single factor test of common method variance. Journal of Psychology 35(1967): 359–378.
Hernandez-Ortega, B., and I. Ferreira. 2021. How smart experiences build service loyalty: The importance of consumer love for smart voice assistants. Psychology & Marketing 38(7): 1122–1139.
Hill, N., and J. Alexander. 2017. The handbook of customer satisfaction and loyalty measurement. Routledge.
Hill, J., W. R. Ford, and I.G. Farreras. 2015. Real conversations with artificial intelligence: A comparison between human–human online conversations and human–chatbot conversations. Computers in Human Behavior 49: 245–250.
Hoffman, D.L., and T. Novak. 2015. Emergent experience and the connected consumer in the smart home assemblage and the internet of things. Available at SSRN 2648786.
Hoffman, D.L., and T.P. Novak. 2018. Consumer and object experience in the internet of things: An assemblage theory approach. Journal of Consumer Research 44(6): 1178–1204.
Homburg, C., D. Jozić, and C. Kuehnl. 2017. Customer experience management: Toward implementing an evolving marketing concept. Journal of the Academy of Marketing Science 45(3): 377–401.
Hsu, C., Y. Chiang, and H. Huang. 2012. How experience-driven community identification generates trust and engagement. Online Information Review 36: 72–88.
Hu, L., and P.M. Bentler. 1999. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal 6(1): 1–55.
Huang, C.-C. 2017. The impacts of brand experiences on brand loyalty: mediators of brand love and trust. Management Decision 55: 915–934.
Huber, F., F. Meyer, and D.A. Schmid. 2015. Brand love in progress–the interdependence of brand love antecedents in consideration of relationship duration. Journal of Product & Brand Management 24: 567.
Hudson, S., L. Huang, M.S. Roth, and T.J. Madden. 2016. The influence of social media interactions on consumer–brand relationships: A three-country study of brand perceptions and marketing behaviors. International Journal of Research in Marketing 33(1): 27–41.
Iglesias, O., S. Markovic, and J. Rialp. 2019. How does sensory brand experience influence brand equity? Considering the roles of customer satisfaction, customer affective commitment, and employee empathy. Journal of Business Research 96: 343–354.
Jang, M., Y. Jung, and S. Kim. 2021. Investigating managers’ understanding of chatbots in the Korean financial industry. Computers in Human Behavior 120: 106747.
Jebarajakirthy, C., and A. Shankar. 2021. Impact of online convenience on mobile banking adoption intention: A moderated mediation approach. Journal of Retailing and Consumer Services 58: 102323.
Kallel, A., N. Ben Dahmane Mouelhi, W. Chaouali, and N.P. Danks. 2023. Hey chatbot, why do you treat me like other people? The role of uniqueness neglect in human-chatbot interactions. Journal of Strategic Marketing, 1–17.
Khan, I., Z. Rahman, and M. Fatma. 2016. The role of customer brand engagement and brand experience in online banking. International Journal of Bank Marketing.
Khandeparkar, K., and M. Motiani. 2018. Fake-love: brand love for counterfeits. Marketing Intelligence & Planning 36(6): 661–677. https://doi.org/10.1108/MIP-11-2017-0278
Ki, C.W.C., E. Cho, and J.E. Lee. 2020. Can an intelligent personal assistant (IPA) be your friend? Para-friendship development mechanism between IPAs and their users. Computers in Human Behavior 111: 106412.
Kim, S., and T.H. Baek. 2018. Examining the antecedents and consequences of mobile app engagement. Telematics and Informatics 35(1): 148–158.
Kim, S., B.H. Schmitt, and N.M. Thalmann. 2019. Eliza in the uncanny valley: Anthropomorphizing consumer robots increases their perceived warmth but decreases liking. Marketing Letters 30(1): 1–12.
Kirchherr, J., and K. Charles. 2018. Enhancing the sample diversity of snowball samples: Recommendations from a research project on anti-dam movements in Southeast Asia. PLoS ONE 13(8): e0201710.
Kline, R. B. 2015. Principles and practice of structural equation modeling. Guilford Publications.
Knijnenburg, B.P., and M.C. Willemsen. 2016. Inferring capabilities of intelligent agents from their external traits. ACM Transactions on Interactive Intelligent Systems (TiiS) 6(4): 1–25.
Kumar, P., S.K. Sharma, and V. Dutot. 2023. Artificial intelligence (AI)-enabled CRM capability in healthcare: The impact on service innovation. International Journal of Information Management 69: 102598. https://doi.org/10.1016/j.ijinfomgt.2022.102598
Landwehr, J.R., A.A. Labroo, and A. Herrmann. 2011. Gut liking for the ordinary: Incorporating design fluency improves automobile sales forecasts. Marketing Science 30(3): 416–429.
Langner, T., D. Bruns, A. Fischer, and J.R. Rossiter. 2016. Falling in love with brands: A dynamic analysis of the trajectories of brand love. Marketing Letters 27(1): 15–26.
Lappeman, J., S. Marlie, T. Johnson, and S. Poggenpoel. 2022. Trust and digital privacy: willingness to disclose personal information to banking chatbot services. Journal of Financial Services Marketing 1–21.
Lee, C.T., and S.H. Hsieh. 2021. Can social media-based brand communities build brand relationships? Examining the effect of community engagement on brand love. Behaviour & Information Technology 1–16.
Lee, S., N. Lee, and Y.J. Sah. 2020. Perceiving a mind in a chatbot: Effect of mind perception and social cues on co-presence, closeness, and intention to use. International Journal of Human–Computer Interaction 36(10): 930–940.
Li, C.-Y., and J.-T. Zhang. 2023. Chatbots or me? Consumers’ switching between human agents and conversational agents. Journal of Retailing and Consumer Services 72: 103264.
Li, L., K.Y. Lee, E. Emokpae, and S.-B. Yang. 2021a. What makes you continuously use chatbot services? Evidence from chinese online travel agencies. Electronic Markets 31: 575–599.
Liu, B., and S.S. Sundar. 2018. Should machines express sympathy and empathy? Experiments with a health advice chatbot. Cyberpsychology, Behavior, and Social Networking 21(10): 625–636.
Lui, A., and G.W. Lamb. 2018. Artificial intelligence and augmented intelligence collaboration: Regaining trust and confidence in the financial sector. Information & Communications Technology Law 27(3): 267–283.
Ly, K.H., A.-M. Ly, and G. Andersson 2017. A fully automated conversational agent for promoting mental wellbeing: A pilot RCT using mixed methods. Internet Interventions 10: 39–46.
Machado, J.C., L. Vacas-de-Carvalho, S.L. Azar, A.R. André, and B.P. dos Santos. 2019. Brand gender and consumer-based brand equity on Facebook: The mediating role of consumer-brand engagement and brand love. Journal of Business Research 96: 376–385.
MacInnis, D.J., and V.S. Folkes. 2017. Humanizing brands: When brands seem to be like me, part of me, and in a relationship with me. Journal of Consumer Psychology 27(3): 355–374.
MacKinnon, D.P., C.M. Lockwood, J.M. Hoffman, S.G. West, and V. Sheets. 2002. A comparison of methods to test mediation and other intervening variable effects. Psychological Methods 7(1): 83.
Matthews, L., J.O.E. Hair, and R. Matthews. 2018. PLS-SEM: The Holy Grail for Advanced Analysis. Marketing Management Journal, 28(1).
Mehrabian, A., and J.A. Russell. 1974. An approach to environmental psychology. The MIT Press.
Mishra, A., A. Shukla, and S.K. Sharma. 2021b. Psychological determinants of users’ adoption and word-of-mouth recommendations of smart voice assistants. International Journal of Information Management 67: 102413.
Mogaji, E., J. Balakrishnan, A.C. Nwoba, and N.P. Nguyen. 2021. Emerging-market consumers’ interactions with banking chatbots. Telematics and Informatics 65: 101711.
Mohd-Ramly, S., and N.A. Omar. 2017. Exploring the influence of store attributes on customer experience and customer engagement. International Journal of Retail & Distribution Management 45: 1138–1158.
Mor, S., and G. Gupta. 2021. Artificial intelligence and technical efficiency: The case of Indian commercial banks. Strategic Change 30(3): 235–245.
Mujkic, A., V. Babic-Hodovic, and M. Arslanagic-Kalajdzic. 2020. Is the road to brand love and loyalty paved with emotional attachment? A serial mediation framework. Organization Committee, 49.
Nguyen, D.M., Y.-T.H. Chiu, and H.D. Le. 2021. Determinants of Continuance Intention towards Banks’ Chatbot Services in Vietnam: A Necessity for Sustainable Development. Sustainability 13(14): 7625.
Nowak, K.L., and C. Rauh. 2008. Choose your “buddy icon” carefully: The influence of avatar androgyny, anthropomorphism and credibility in online interactions. Computers in Human Behavior 24(4): 1473–1493.
O’Brien, H.L., P. Cairns, and M. Hall. 2018. A practical approach to measuring user engagement with the refined user engagement scale (UES) and new UES short form. International Journal of Human-Computer Studies 112: 28–39.
Pagani, M., M. Racat, and C.F. Hofacker. 2019. Adding voice to the omnichannel and how that affects brand trust. Journal of Interactive Marketing 48: 89–105.
Parker, C., S. Scott, and A. Geddes. 2019. Snowball sampling. SAGE Research Methods Foundations.
Radziwill, N.M., and M.C. Benton. 2017. Evaluating quality of chatbots and intelligent conversational agents. ArXiv Preprint arXiv:1704.04579.
Rajaobelina, L., I. Brun, and L. Ricard. 2019. A classification of live chat service users in the banking industry. International Journal of Bank Marketing 37: 838–857.
Ramadan, Z., M. Farah, and L. Elessrawi. 2021. From Amazon. com to Amazon. love: How Alexa is redefining companionship and interdependence for people with special needs. Psychology & Marketing 38(4): 596–609.
RBI. 2019. Branches and ATMs of scheduled commercial banks. Reserve Bank of India. https://www.rbi.org.in/Scripts/PublicationsView.aspx?id=19374
Ringle, C. M., Wende, S., and Becker, J.-M. (2015). SmartPLS 3. SmartPLS GmbH, Boenningstedt. Journal of Service Science and Management, 10(3).
Safeer, A. A., Y. He, and M. Abrar. 2021. The influence of brand experience on brand authenticity and brand love: an empirical study from Asian consumers’ perspective. Asia Pacific Journal of Marketing and Logistics 33(5): 1123–1138.
Sankaran, R., and S. Chakraborty. 2021. Factors impacting mobile banking in India: Empirical approach extending UTAUT2 with perceived value and trust. IIM Kozhikode Society & Management Review 11(1): 7–24.
Sashi, C.M. 2012. Customer engagement, buyer-seller relationships, and social media. Management Decision 50(2): 253–272.
Sharma, P.N., G. Shmueli, M. Sarstedt, N. Danks, and S. Ray. 2021. Prediction-oriented model selection in partial least squares path modeling. Decision Sciences 52(3): 567–607.
Sheehan, B., H.S. Jin, and U. Gottlieb. 2020. Customer service chatbots: Anthropomorphism and adoption. Journal of Business Research 115: 14–24.
Shevlin, R. 2021. Every Bank Needs A Chatbot (Or Two) For Its Digital Transformation. Forbes.Com. https://www.forbes.com/sites/ronshevlin/2021/03/15/every-bank-needs-a-chatbot-or-two-for-its-digital-transformation/?sh=46d26860275d
Shimp, T.A., and T.J. Madden. 1988. Consumer-object relations: A conceptual framework based analogously on Sternberg’s triangular theory of love. ACR North American Advances.
Shmueli, G., M. Sarstedt, J.F. Hair, J.-H. Cheah, H. Ting, S. Vaithilingam, and C.M. Ringle. 2019. Predictive model assessment in PLS-SEM: guidelines for using PLSpredict. European Journal of Marketing 53: 2322–2347.
Sridhar, G.N. 2018. Conversational banking gains currency as chatbots become popular. BusinessLine. https://www.thehindubusinessline.com/money-and-banking/conversational-banking-gains-currency-as-chatbots-become-popular/article9906700.ece
Sternberg, R.J. 1986. A triangular theory of love. Psychological Review 93(2): 119.
Thomaz, F., C. Salge, E. Karahanna, and J. 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 48(1): 43–63.
Trivedi, J. 2019. Examining the customer experience of using banking chatbots and its impact on brand love: The moderating role of perceived risk. Journal of Internet Commerce 18(1): 91–111.
Ullah, A., W. Aimin, and M. Ahmed. 2018. Smart automation, customer experience and customer engagement in electric vehicles. Sustainability 10(5): 1350.
Van den Hende, E.A., and R. Mugge. 2014. Investigating gender-schema congruity effects on consumers’ evaluation of anthropomorphized products. Psychology & Marketing 31(4): 264–277.
Verhoef, P.C., K.N. Lemon, A. Parasuraman, A. Roggeveen, M. Tsiros, and L.A. Schlesinger. 2009. Customer experience creation: Determinants, dynamics and management strategies. Journal of Retailing 85(1): 31–41.
Verhoef, P.C., W.J. Reinartz, and M. Krafft. 2010. Customer engagement as a new perspective in customer management. Journal of Service Research 13(3): 247–252.
Vivek, S.D., S.E. Beatty, V. Dalela, and R.M. Morgan. 2014. A generalized multidimensional scale for measuring customer engagement. Journal of Marketing Theory and Practice 22(4): 401–420.
Vivek, S.D., S.E. Beatty, and R.M. Morgan. 2012. Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice 20(2): 122–146.
Wallace, E., P. Torres, M. Augusto, and M. Stefuryn. 2022. Do brand relationships on social media motivate young consumers’ value co-creation and willingness to pay? The role of brand love. Journal of Product & Brand Management 31(2): 189–205. https://doi.org/10.1108/JPBM-06-2020-2937.
Wan, E.W., and R.P. Chen. 2021. Anthropomorphism and object attachment. Current Opinion in Psychology 39: 88–93.
Wang, W. 2017. Smartphones as social actors? Social dispositional factors in assessing anthropomorphism. Computers in Human Behavior 68: 334–344.
Waytz, A., J. Cacioppo, and N. Epley. 2010. Who sees human? The stability and importance of individual differences in anthropomorphism. Perspectives on Psychological Science 5(3): 219–232.
Waytz, A., J. Heafner, and N. Epley. 2014. The mind in the machine: Anthropomorphism increases trust in an autonomous vehicle. Journal of Experimental Social Psychology 52: 113–117.
Wünderlich, N.V., F.V. Wangenheim, and M.J. Bitner. 2013. High tech and high touch: A framework for understanding user attitudes and behaviors related to smart interactive services. Journal of Service Research 16(1): 3–20.
Xu, K. 2020. Language, modality, and mobile media use experiences: Social responses to smartphone cues in a task-oriented context. Telematics and Informatics 48: 101344.
Yang, X., M. Aurisicchio, and W. Baxter. 2019. Understanding affective experiences with conversational agents. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 1–12.
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Upadhyay, N., Kamble, A. Why can’t we help but love mobile banking chatbots? Perspective of stimulus-organism-response. J Financ Serv Mark 29, 855–872 (2024). https://doi.org/10.1057/s41264-023-00237-5
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DOI: https://doi.org/10.1057/s41264-023-00237-5