Bots with Feelings: Should AI Agents Express Positive Emotion in Customer Service?

IF 5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Elizabeth Han, Dezhi Yin, Han Zhang
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引用次数: 10

Abstract

The rise of emotional intelligence technology and the recent debate about the possibility of a “sentient” artificial intelligence (AI) urge the need to study the role of emotion during people’s interactions with AIs. In customer service, human employees are increasingly replaced by AI agents, such as chatbots, and often these AI agents are equipped with emotion-expressing capabilities to replicate the positive impact of human-expressed positive emotion. But is it indeed beneficial? This research explores how, when, and why an AI agent’s expression of positive emotion affects customers’ service evaluations. Through controlled experiments in which the subjects interacted with a service agent (AI or human) to resolve a hypothetical service issue, we provide answers to these questions. We show that AI-expressed positive emotion can influence customers affectively (by evoking customers’ positive emotions) and cognitively (by violating customers’ expectations) in opposite directions. Thus, positive emotion expressed by an AI agent (versus a human employee) is less effective in facilitating service evaluations. We further underscore that, depending on customers’ expectations toward their relationship with a service agent, AI-expressed positive emotion may enhance or hurt service evaluations. Overall, our work provides useful guidance on how and when companies can best deploy emotion-expressing AI agents.
有感觉的机器人:人工智能代理应该在客户服务中表达积极的情绪吗?
情绪智能技术的兴起,以及最近关于“有知觉的”人工智能(AI)可能性的争论,促使人们有必要研究情感在人类与人工智能互动中的作用。在客户服务中,人工智能代理(如聊天机器人)越来越多地取代了人类员工,这些人工智能代理通常具有情绪表达能力,可以复制人类表达的积极情绪的积极影响。但它真的有益吗?本研究探讨了人工智能代理积极情绪的表达如何、何时以及为什么会影响客户的服务评价。通过受控实验,受试者与服务代理(AI或人类)交互以解决假设的服务问题,我们提供了这些问题的答案。我们表明,人工智能表达的积极情绪可以在相反的方向上影响客户(通过唤起客户的积极情绪)和认知(通过违背客户的期望)。因此,人工智能代理(相对于人类员工)表达的积极情绪在促进服务评估方面效果较差。我们进一步强调,根据客户对他们与服务座席关系的期望,人工智能表达的积极情绪可能会增强或损害服务评估。总的来说,我们的工作为公司如何以及何时最好地部署表达情感的人工智能代理提供了有用的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.10
自引率
8.20%
发文量
120
期刊介绍: ISR (Information Systems Research) is a journal of INFORMS, the Institute for Operations Research and the Management Sciences. Information Systems Research is a leading international journal of theory, research, and intellectual development, focused on information systems in organizations, institutions, the economy, and society.
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