I, Robot, You, Consumer: Measuring Artificial Intelligence Types and their Effect on Consumers Emotions in Service

IF 9.8 2区 管理学 Q1 BUSINESS
E. Pantano, Daniele Scarpi
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引用次数: 25

Abstract

This research draws upon the increasing usage of AI in service. It aims at understanding the extent to which AI systems have multiple intelligence types like humans and if these types arouse different emotions in consumers. To this end, the research uses a two-study approach: Study 1 builds and evaluates a scale for measuring different AI intelligence types. Study 2 evaluates consumers’ emotional responses to the different AI intelligences. The findings provide a measurement scale for evaluating different types of artificial intelligence against human ones, thus showing that artificial intelligences are configurable, describable, and measurable (Study 1), and influence positive and negative consumers’ emotions (Study 2). The findings also demonstrate that consumers display different emotions, in terms of happiness, excitement, enthusiasm, pride, inspiration, sadness, fear, anger, shame, and anxiety, and also emotional attachment, satisfaction, and usage intention when interacting with the different types of AI intelligences. Our scale builds upon human intelligence against AI intelligence characteristics while providing a guidance for future development of AI-based systems more similar to human intelligences. Graphical Abstract
我,机器人,你,消费者:衡量人工智能类型及其对服务中消费者情绪的影响
这项研究利用了越来越多的人工智能在服务中的使用。它旨在了解人工智能系统在多大程度上像人类一样具有多种智能类型,以及这些类型是否会引起消费者的不同情绪。为此,该研究采用了两项研究方法:研究1建立并评估了衡量不同人工智能类型的量表。研究2评估了消费者对不同人工智能的情绪反应。研究结果为评估不同类型的人工智能与人类智能提供了一个测量尺度,从而表明人工智能是可配置的、可描述的和可测量的(研究1),并影响积极和消极的消费者情绪(研究2)。研究结果还表明,消费者表现出不同的情绪,包括快乐、兴奋、热情、骄傲、鼓舞、悲伤、恐惧、愤怒、羞耻和焦虑,以及情感依恋。与不同类型的人工智能交互时的满意度和使用意图。我们的量表建立在人类智能和人工智能特征的基础上,同时为未来更接近人类智能的人工智能系统的发展提供指导。图形抽象
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来源期刊
CiteScore
20.30
自引率
6.50%
发文量
28
期刊介绍: The Journal of Service Research (JSR) is recognized as the foremost service research journal globally. It is an indispensable resource for staying updated on the latest advancements in service research. With its accessible and applicable approach, JSR equips readers with the essential knowledge and strategies needed to navigate an increasingly service-oriented economy. Brimming with contributions from esteemed service professionals and scholars, JSR presents a wealth of articles that offer invaluable insights from academia and industry alike.
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