TY - JOUR
T1 - Service switching in case-based decisions following bad experiences
T2 - 27th International Conference on Case-Based Reasoning Workshops, ICCBR-WS 2019
AU - Takahashi, Hiroki
AU - Nishino, Nariaki
AU - Ishikawa, Ryuichiro
N1 - Funding Information:
This research is conducted based on the \Recruit dataset" provided by Recruit Technologies Co., Ltd. via the IDR Dataset Service of the National Institute of Informatics. Ishikawa is supported by JSPS KAKENHI Grant number JP17K18569. We thank Dr Amanda Fitzgibbons of Edanz Group (www.edanzediting.com/ac) for editing a draft of this manuscript.
Funding Information:
⋆This research is conducted based on the “Recruit dataset” provided by Recruit Technologies Co., Ltd. via the IDR Dataset Service of the National Institute of Informatics. Ishikawa is supported by JSPS KAKENHI Grant number JP17K18569. We thank Dr Amanda Fitzgibbons of Edanz Group (www.edanzediting.com/ac) for editing a draft of this manuscript.
Publisher Copyright:
© Copyright 2019 for this paper by its authors.
PY - 2019
Y1 - 2019
N2 - This paper examines consumer service switching from the perspective of case-based decision theory (CBDT), developed by Gilboa and Schmeidler. In contrast with the consumption of physical goods, it is difficult for consumers to evaluate their utility from service provi- sion in advance because of intangibility. CBDT is a decision criterion that reflects consumers' past experiences, and enables us to examine their reasoning for service switching. Our paper empirically examines consumer choice behavior based on past experiences, using data from Japanese hairdressing salons, which consist of salon introductions and individual reviews of those salons. We focus on bad service experiences because CBDT suggests that after experiencing bad service, consumers will choose services that are less similar for their next salon appointment. Our paper examines whether CBDT accurately predicts the switching process for the service consumption. The results indicate that prior experiences have no significant effect on service choices.
AB - This paper examines consumer service switching from the perspective of case-based decision theory (CBDT), developed by Gilboa and Schmeidler. In contrast with the consumption of physical goods, it is difficult for consumers to evaluate their utility from service provi- sion in advance because of intangibility. CBDT is a decision criterion that reflects consumers' past experiences, and enables us to examine their reasoning for service switching. Our paper empirically examines consumer choice behavior based on past experiences, using data from Japanese hairdressing salons, which consist of salon introductions and individual reviews of those salons. We focus on bad service experiences because CBDT suggests that after experiencing bad service, consumers will choose services that are less similar for their next salon appointment. Our paper examines whether CBDT accurately predicts the switching process for the service consumption. The results indicate that prior experiences have no significant effect on service choices.
KW - Case-based decision theory
KW - Online review data
KW - Service science
KW - Service switching
KW - Similarity functions
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M3 - Conference article
AN - SCOPUS:85082295304
SN - 1613-0073
VL - 2567
SP - 74
EP - 84
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
Y2 - 8 September 2019 through 12 September 2019
ER -