Houston, we have a problem!: The use of ChatGPT in responding to customer complaints

被引:43
作者
Koc, Erdogan [1 ]
Hatipoglu, Sercan [2 ]
Kivrak, Oguzhan [3 ]
Celik, Cemal [3 ]
Koc, Kaan [4 ]
机构
[1] Bahcesehir Univ, Fac Econ Adm & Social Sci, Istanbul, Turkiye
[2] Bandirma Onyedi Eylul Univ, Fac Econ & Adm Sci, Istanbul, Turkiye
[3] Bandirma Onyedi Eylul Univ, Sch Adv Vocat Studies, Istanbul, Turkiye
[4] Bogazici Univ, Istanbul, Turkiye
关键词
Management response; Complaints; Customer reviews; Hospitality; TripAdvisor; ChatGPT; AI; E-WOM; SERVICE RECOVERY; ONLINE REVIEWS; REPUTATION MANAGEMENT; MODERATING ROLE; NEGATIVE WORD; SOCIAL MEDIA; RESPONSES; SATISFACTION; FAILURE; TOURISM;
D O I
10.1016/j.techsoc.2023.102333
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
This study aims to explore the use of ChatGPT-4 in generating management responses to customer reviews or complaints posted on Tripadvisor. Customer reviews and management responses are viewed as information sources for holidaymakers when they are making their decisions. A negative customer review about a hotel accommodation experience from TripAdvisor together with the response made by hotel management to this review, and the ChatGPT-4 generated management response to the same customer review were evaluated by 40 industry experts based on six dimensions of a service recovery model and three dimensions of justice that are frequently used by researchers. The findings suggest several practical implications mainly that the ChatGPT-4 generated management response satisfies the requirements of an efficient and effective management response. The quality of ChatGPT-4 generated management responses tends to be extremely high and they may be generated within seconds and with little effort. In addition to the several above practical implications, as ChatGPT-4 can measure the severity of service failures based on customer complaints the study has important implications for service failures and recovery literature.
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页数:13
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