基于文本的客户服务中的身份提示的力量:来自Twitter的证据

IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Mis Quarterly Pub Date : 2023-09-01 DOI:10.25300/misq/2022/17366
Yang Gao, Huaxia Rui, Shujing Sun
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引用次数: 0

摘要

基于文本的客户服务正在成为公司帮助客户的一个重要渠道。然而,使用很少的身份线索可能会导致客户感到有限的社交存在,甚至怀疑代理的人类身份,特别是在当前先进算法的时代。缺乏社交存在会影响服务交互吗?我们通过评估顾客感知的社会存在对服务结果和顾客对座席态度的影响来研究这个及时的问题。我们的识别策略取决于西南航空公司突然要求在Twitter上回复服务请求时加上名字,这提高了客户对社交存在的感知水平。这种变化使客户更愿意参与,更有可能在参与的基础上达成解决方案。我们进一步进行了一个随机实验来了解潜在的机制。我们发现,这些影响主要是由事先不确定或怀疑座席的人类身份的客户驱动的,而身份线索的存在通过提高客户感知的信任和同理心水平来改善服务结果。此外,我们发现没有证据表明顾客对具有身份线索的代理人的言语攻击会增加,尽管一项机制测试揭示了顾客情绪状态的调节作用。我们的研究强调了社交存在在基于文本的客户服务中的重要性,并为公司提出了一个现成的、几乎没有成本的策略:通过身份线索发出人性化信号。
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The Power of Identity Cues in Text-Based Customer Service: Evidence from Twitter
Text-based customer service is emerging as an important channel through which companies can assist customers. However, the use of few identity cues may cause customers to feel limited social presence and even suspect the human identity of agents, especially in the current age of advanced algorithms. Does such a lack of social presence affect service interactions? We studied this timely question by evaluating the impact of customers’ perceived social presence on service outcomes and customers’ attitudes toward agents. Our identification strategy hinged on Southwest Airlines’ sudden requirement to include a first name in response to service requests on Twitter, which enhanced customers’ perceived level of social presence. This change led customers to become more willing to engage and more likely to reach a resolution upon engagement. We further conducted a randomized experiment to understand the underlying mechanisms. We found that the effects were mainly driven by customers who were ex ante uncertain or suspicious about the human identity of agents, and the presence of identity cues improved service outcomes by enhancing customers’ perceived levels of trust and empathy. Additionally, we found no evidence of elevated verbal aggression from customers toward agents with identity cues, although a mechanism test revealed the moderating role of customers’ emotional states. Our study highlights the importance of social presence in text-based customer service and suggests a readily available and almost costless strategy for firms: signal humanization through identity cues.
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来源期刊
Mis Quarterly
Mis Quarterly 工程技术-计算机:信息系统
CiteScore
13.30
自引率
4.10%
发文量
36
审稿时长
6-12 weeks
期刊介绍: Journal Name: MIS Quarterly Editorial Objective: The editorial objective of MIS Quarterly is focused on: Enhancing and communicating knowledge related to: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Addressing professional issues affecting the Information Systems (IS) field as a whole Key Focus Areas: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Professional issues affecting the IS field as a whole
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