Can Artificial Intelligence-Enabled Service Interactions Improve the Perception of Service Quality?

被引:0
作者
Zuo Li [1 ]
Pan Mengyu [1 ]
Feng Yao [1 ]
Lv Xiyan [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing, Peoples R China
来源
COLLABORATIVE NETWORKS IN DIGITALIZATION AND SOCIETY 5.0, PRO-VE 2023 | 2023年 / 688卷
关键词
Artificial Intelligence; Customer Perception of Service Quality; Service Types; Service Interaction; CUSTOMER; SCALE;
D O I
10.1007/978-3-031-42622-3_55
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Artificial intelligence technology is widely used in service delivery, but the service effects resulting from its application are still controversial. This study focuses on the service interaction interface, constructs a research framework on AI-enabled elements and customer service quality perceptions, and explores the moderating role of service type. Data analysis of 315 valid questionnaires returned from the survey revealed that: both the functional element and socio-emotional element of AI have a significant positive effect on perceptions of reliability and responsiveness; the socio-emotional element of AI has a significant positive effect on perceptions of having empathy; and service type moderates the relationship between the socio-emotional element and perceptions of reliability and responsiveness, i.e. socio-emotional elements have a more significant impact on customers' perceptions of reliability and responsiveness in hedonic services than in functional services. This study enriches theoretical and applied research on AI in services, broadens the study of contextual factors in the application of the technology, and provides a reference for companies to adopt AI services.
引用
收藏
页码:774 / 788
页数:15
相关论文
共 41 条
[1]  
Ablikim M., 2021, ARXIV
[2]   Is that car smiling at me? Schema congruity as a basis for evaluating anthropomorphized products [J].
Aggarwal, Pankaj ;
Mcgill, Ann L. .
JOURNAL OF CONSUMER RESEARCH, 2007, 34 (04) :468-479
[3]   Artificial intelligence: disrupting what we know about services [J].
Bock, Dora E. ;
Wolter, Jeremy S. ;
Ferrell, O. C. .
JOURNAL OF SERVICES MARKETING, 2020, 34 (03) :317-334
[4]   Can my robotic home cleaner be happy? Issues about emotional expression in non-bio-inspired robots [J].
Bonarini, Andrea .
ADAPTIVE BEHAVIOR, 2016, 24 (05) :335-349
[5]   Some new thoughts on conceptualizing perceived service quality: A hierarchical approach [J].
Brady, MK ;
Cronin, JJ .
JOURNAL OF MARKETING, 2001, 65 (03) :34-49
[6]   Task-Dependent Algorithm Aversion [J].
Castelo, Noah ;
Bos, Maarten W. ;
Lehmann, Donald R. .
JOURNAL OF MARKETING RESEARCH, 2019, 56 (05) :809-825
[7]  
[陈岩 Chen Yan], 2020, [科研管理, Science Research Management], V41, P51
[8]   Service robots in hotels: understanding the service quality perceptions of human-robot interaction [J].
Choi, Youngjoon ;
Choi, Miju ;
Oh, Munhyang ;
Kim, Seongseop .
JOURNAL OF HOSPITALITY MARKETING & MANAGEMENT, 2020, 29 (06) :613-635
[9]  
Dabholkar P., 1996, Journal of the Academy of Marketing Science, V24
[10]   Autonomous Shopping Systems: Identifying and Overcoming Barriers to Consumer Adoption [J].
de Bellis, Emanuel ;
Johar, Gita Venkataramani .
JOURNAL OF RETAILING, 2020, 96 (01) :74-87