情绪在消费者与社交机器人互动意义建构中的作用

The role of emotions in the consumer meaning-making of interactions with social robots

Technological Forecasting and Social Change · 2022
被引 81
ABS 3

中文导读

研究通过分析国际酒店中消费者对社交机器人的在线评论,发现消费者普遍表达积极情绪,其中喜悦影响最大,而负面情绪虽少但负面影响显著,对酒店管理者有参考价值。

Abstract

The interaction with social robots is supposed to be a unique and emotionally charged activity. Based on the diffusion of innovations literature, subjective feelings represent a driver of the innovation diffusion process. Yet, to date, no study has comprehensively assessed consumers' emotional responses over time to interactions with social robots. Thus, the study aims to address this research gap by combining innovation diffusion and psychology literature. The emotional content of customers' self-reported communication on social robots deployed across international hotels is categorized through Plutchik's wheel of emotions by using advanced text analytics techniques to track and analyze its evolution over time. Findings show that consumers generally express positive emotions towards social robots. Trust, anticipation and joy are the most frequently expressed emotions. Empirical results from multivariate regression analysis indicate that joy has the greatest magnitude and that anticipation and surprise do not significantly influence consumers' opinions and comments. Negative emotions are less frequent but have a significantly negative impact, which might be considered by hotel managers willing to introduce social robots.

消费者行为服务机器人情绪分析创新扩散