When chatbots fail: exploring user coping following a chatbots-induced service failure

被引:16
作者
Zhang, Ruby Wenjiao [1 ]
Liang, Xiaoning [2 ]
Wu, Szu-Hsin [3 ]
机构
[1] Xian Jiaotong Liverpool Univ, Sch Intelligent Finance & Business, Suzhou, Peoples R China
[2] Trinity Coll Dublin, Trinity Business Sch, Dublin, Ireland
[3] Univ Dundee, Sch Business, Dundee, Scotland
关键词
Chatbot; Artificial intelligence; Human-chatbot interactions; Service failure; Dark side of chatbots; Customer coping; CUSTOMERS; INTELLIGENCE; TECHNOLOGY; EXPERIENCE; FRAMEWORK; EMOTIONS; MEDIA; ANGER; BACK; AI;
D O I
10.1108/ITP-08-2023-0745
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
PurposeWhile the proliferation of chatbots allows companies to connect with their customers in a cost- and time-efficient manner, it is not deniable that they quite often fail expectations and may even pose negative impacts on user experience. The purpose of the study is to empirically explore the negative user experience with chatbots and understand how users respond to service failure caused by chatbots.Design/methodology/approachThis study adopts a qualitative research method and conducts thematic analysis of 23 interview transcripts.FindingsIt identifies common areas where chatbots fail user expectations and cause service failure. These include their inability to comprehend and provide information, over-enquiry of personal or sensitive information, fake humanity, poor integration with human agents, and their inability to solve complicated user queries. Negative emotions such as anger, frustration, betrayal and passive defeat were experienced by participants when they interacted with chatbots. We also reveal four coping strategies users employ following a chatbots-induced failure: expressive support seeking, active coping, acceptance and withdrawal.Originality/valueOur study extends our current understanding of human-chatbot interactions and provides significant managerial implications. It highlights the importance for organizations to re-consider the role of their chatbots in user interactions and balance the use of human and chatbots in the service context, particularly in customer service interactions that involve resolving complex issues or handling non-routinized tasks.
引用
收藏
页码:175 / 195
页数:21
相关论文
共 67 条
[1]   I, Chatbot: Modeling the determinants of users' satisfaction and continuance intention of AI-powered service agents [J].
Ashfaq, Muhammad ;
Yun, Jiang ;
Yu, Shubin ;
Correia Loureiro, Sandra Maria .
TELEMATICS AND INFORMATICS, 2020, 54
[2]   Robots or frontline employees? Exploring customers' attributions of responsibility and stability after service failure or success [J].
Belanche, Daniel ;
Casalo, Luis, V ;
Flavian, Carlos ;
Schepers, Jeroen .
JOURNAL OF SERVICE MANAGEMENT, 2020, 31 (02) :267-289
[3]   Understanding anthropomorphism in service provision: a meta-analysis of physical robots, chatbots, and other AI [J].
Blut, Markus ;
Wang, Cheng ;
Wuenderlich, Nancy V. ;
Brock, Christian .
JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 2021, 49 (04) :632-658
[4]   Angry customers don't come back, they get back: The experience and behavioral implications of anger and dissatisfaction in services [J].
Bougie, R ;
Pieters, R ;
Zeelenberg, M .
JOURNAL OF THE ACADEMY OF MARKETING SCIENCE, 2003, 31 (04) :377-393
[5]  
Braun V., 2006, Qual Res Psychol, V3, P77, DOI DOI 10.1191/1478088706QP063OA
[6]   The effectiveness of AI salesperson vs. human salesperson across the buyer-seller relationship stages [J].
Chang, Woojung .
JOURNAL OF BUSINESS RESEARCH, 2022, 148 :241-251
[7]   Would an AI chatbot persuade you: an empirical answer from the elaboration likelihood model [J].
Chen, Qian ;
Yin, Changqin ;
Gong, Yeming .
INFORMATION TECHNOLOGY & PEOPLE, 2025, 38 (02) :937-962
[8]   Classifying and measuring the service quality of AI chatbot in frontline service [J].
Chen, Qian ;
Gong, Yeming ;
Lu, Yaobin ;
Tang, Jing .
JOURNAL OF BUSINESS RESEARCH, 2022, 145 :552-568
[9]   To Err Is Human(-oid): How Do Consumers React to Robot Service Failure and Recovery? [J].
Choi, Sungwoo ;
Mattila, Anna S. ;
Bolton, Lisa E. .
JOURNAL OF SERVICE RESEARCH, 2021, 24 (03) :354-371
[10]   AI-chatbots on the services frontline addressing the challenges and opportunities of agency [J].
Chong, Terrence ;
Yu, Ting ;
Keeling, Debbie Isobel ;
de Ruyter, Ko .
JOURNAL OF RETAILING AND CONSUMER SERVICES, 2021, 63