应对、反刍与电子口碑:通过模糊聚类细分服务失败后的消费者反应

Coping, rumination, and electronic word-of-mouth: Segmenting consumer responses to service failure via fuzzy clustering

JOURNAL OF BUSINESS RESEARCH · 2023
被引 22
人大 A-ABS 3

中文导读

研究用新聚类算法识别服务失败后消费者应对策略的细分群体,发现四种应对类型对应不同反刍行为,并预测电子口碑的异质性表现。

Abstract

This study deploys a novel clustering algorithm to identify distinct segments of consumers based on the strategies they use to ‘cope’ with service failure. Drawing from different anger prototypes and felt intensity therein, it identifies how consumer segments employ a diverse range of rumination behaviours following service failure, with this used to predict manifestations of eWOM thereafter. Individuals with experience of service failure within the Iranian hotel industry context were surveyed, with findings identifying four discrete consumer segments underpinned by varied combinations of active, expressive, and denial-based post-failure coping behaviours. Each distinct segment activated different rumination behaviours. Further, logit models demonstrate that three eWOM archetypes are driven by different predictors, suggesting that consumers’ online behaviours following service failure are heterogeneous and shaped by the coping strategy employed.

消费者行为服务失败电子口碑聚类分析心理学