Falling out with AI-buddies: The hidden costs of treating AI as a partner versus servant during service failure
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DOI: 10.1016/j.techfore.2025.124279
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- Giulia Pavone & Andréas Munzel & Lars Meyer-Waarden, 2023. "Rage Against the Machine: Experimental Insights into Customers’ Negative Emotional Responses, Attributions of Responsibility, and Coping Strategies in Artificial Intelligence–Based Service Failures," Post-Print hal-04189278, HAL.
- Sun, Zhuo & Zang, Guoquan & Wang, ZongShui & Zhao, Hong & Liu, Wei, 2023. "VCAs as partners or servants? The effects of information sensitivity and anthropomorphism roles on privacy concerns," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
- Zhu, Zhen & Nakata, Cheryl & Sivakumar, K. & Grewal, Dhruv, 2013. "Fix It or Leave It? Customer Recovery from Self-service Technology Failures," Journal of Retailing, Elsevier, vol. 89(1), pages 15-29.
- Yi Sun & Shihui Li & Lingling Yu, 2022. "The dark sides of AI personal assistant: effects of service failure on user continuance intention," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 17-39, March.
- Xu, Xing'an & Liu, Juan, 2022. "Artificial intelligence humor in service recovery," Annals of Tourism Research, Elsevier, vol. 95(C).
- Sestino, Andrea & D'Angelo, Alfredo, 2023. "My doctor is an avatar! The effect of anthropomorphism and emotional receptivity on individuals' intention to use digital-based healthcare services," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
- Bo Huang & Sylvain Sénécal, 2023. "How should voice assistants be heard? The mitigating effect of verbal and vocal warmth in voice assistant service failure," The Service Industries Journal, Taylor & Francis Journals, vol. 43(11-12), pages 806-826, September.
- Loureiro, Sandra Maria Correia & Guerreiro, João & Tussyadiah, Iis, 2021. "Artificial intelligence in business: State of the art and future research agenda," Journal of Business Research, Elsevier, vol. 129(C), pages 911-926.
- Jonas Foehr & Claas Christian Germelmann, 2020. "Alexa, Can I Trust You? Exploring Consumer Paths to Trust in Smart Voice-Interaction Technologies," Journal of the Association for Consumer Research, University of Chicago Press, vol. 5(2), pages 181-205.
- Hsieh, Meng-Hua & Li, Xingbo (Bo) & Jain, Shailendra Pratap & Swaminathan, Vanitha, 2021. "Self-construal drives preference for partner and servant brands," Journal of Business Research, Elsevier, vol. 129(C), pages 183-192.
- 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.
- Russell W. Belk, 2013. "Extended Self in a Digital World," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(3), pages 477-500.
- Mustak, Mekhail & Salminen, Joni & Plé, Loïc & Wirtz, Jochen, 2021. "Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 389-404.
- Belk, Russell W, 1988. "Possessions and the Extended Self," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 139-168, September.
- Silver, William S. & Mitchell, Terence R. & Gist, Marilyn E., 1995. "Responses to Successful and Unsuccessful Performance: The Moderating Effect of Self-Efficacy on the Relationship between Performance and Attributions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 62(3), pages 286-299, June.
- Choi, Sunmee & Mattila, Anna S., 2008. "Perceived controllability and service expectations: Influences on customer reactions following service failure," Journal of Business Research, Elsevier, vol. 61(1), pages 24-30, January.
- Hyeongmin Christian Kim & Thomas Kramer, 2015. "Do Materialists Prefer the "Brand-as-Servant"? The Interactive Effect of Anthropomorphized Brand Roles and Materialism on Consumer Responses," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 42(2), pages 284-299.
- Folkes, Valerie S, 1984. "Consumer Reactions to Product Failure: An Attributional Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(4), pages 398-409, March.
- Marcello M. Mariani & Matteo Borghi, 2024. "Artificial intelligence in service industries: customers’ assessment of service production and resilient service operations," International Journal of Production Research, Taylor & Francis Journals, vol. 62(15), pages 5400-5416, August.
- Chen, Changdong, 2024. "How consumers respond to service failures caused by algorithmic mistakes: The role of algorithmic interpretability," Journal of Business Research, Elsevier, vol. 176(C).
- Mekhail Mustak & Joni Salminen & Loïc Plé & Jochen Wirtz, 2021. "Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda," Post-Print hal-03269994, HAL.
- Maroufkhani, Parisa & Asadi, Shahla & Ghobakhloo, Morteza & Jannesari, Milad T. & Ismail, Wan Khairuzaman Wan, 2022. "How do interactive voice assistants build brands' loyalty?," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
- Robinson, Stacey & Orsingher, Chiara & Alkire, Linda & De Keyser, Arne & Giebelhausen, Michael & Papamichail, K. Nadia & Shams, Poja & Temerak, Mohamed Sobhy, 2020. "Frontline encounters of the AI kind: An evolved service encounter framework," Journal of Business Research, Elsevier, vol. 116(C), pages 366-376.
- Weiner, Bernard, 2000. "Attributional Thoughts about Consumer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 382-387, December.
- 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.
- Nadeem, Waqar & Tan, Teck Ming & Tajvidi, Mina & Hajli, Nick, 2021. "How do experiences enhance brand relationship performance and value co-creation in social commerce? The role of consumer engagement and self brand-connection," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
- Hollebeek, Linda D. & Belk, Russell, 2021. "Consumers’ technology-facilitated brand engagement and wellbeing: Positivist TAM/PERMA- vs. Consumer Culture Theory perspectives," International Journal of Research in Marketing, Elsevier, vol. 38(2), pages 387-401.
- 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.
- 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.
- 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.
- Gwarlann de Kerviler & Carlos Rodriguez, 2019. "Luxury brand experiences and relationship quality for Millennials: The role of self-expansion," Post-Print hal-02114441, HAL.
- Liu, Wenlong & Jiang, Min & Li, Wangjie & Mou, Jian, 2024. "How does the anthropomorphism of AI chatbots facilitate users' reuse intention in online health consultation services? The moderating role of disease severity," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
- Daniela Castillo & Ana Isabel Canhoto & Emanuel Said, 2021. "The dark side of AI-powered service interactions: exploring the process of co-destruction from the customer perspective," The Service Industries Journal, Taylor & Francis Journals, vol. 41(13-14), pages 900-925, October.
- Lv, Xingyang & Liu, Yue & Luo, Jingjing & Liu, Yuqing & Li, Chunxiao, 2021. "Does a cute artificial intelligence assistant soften the blow? The impact of cuteness on customer tolerance of assistant service failure," Annals of Tourism Research, Elsevier, vol. 87(C).
- Teng, Lefa & Sun, Chuluo & Chen, Yifei & Lever, Michael W. & Foti, Lianne, 2024. "Partner or servant? The influence of robot role positioning on consumers’ brand evaluations," Journal of Business Research, Elsevier, vol. 180(C).
- 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.
- Ming-Hui Huang & Roland T. Rust, 2021. "A strategic framework for artificial intelligence in marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 30-50, January.
- Seo Young Kim & Bernd H. Schmitt & Nadia M. Thalmann, 2019. "Eliza in the uncanny valley: anthropomorphizing consumer robots increases their perceived warmth but decreases liking," Marketing Letters, Springer, vol. 30(1), pages 1-12, March.
- Henkens, Bieke & Verleye, Katrien & Larivière, Bart, 2021. "The smarter, the better?! Customer well-being, engagement, and perceptions in smart service systems," International Journal of Research in Marketing, Elsevier, vol. 38(2), pages 425-447.
- Saeed, Najiya & Akhtar, Naeem & Attri, Rekha & Yaqub, Muhammad Zafar, 2024. "How violation of consumers’ expectations causes perceived betrayal and related behaviors: Theoretical perspectives from expectancy violation theory," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
- de Kerviler, Gwarlann & Rodriguez, Carlos M., 2019. "Luxury brand experiences and relationship quality for Millennials: The role of self-expansion," Journal of Business Research, Elsevier, vol. 102(C), pages 250-262.
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