Complement or substitute? A study of the impact of artificial intelligence on consumers’ resistance

IF 3.6 3区 管理学 Q2 BUSINESS
Yupeng Mou, Yixuan Gong, Zhihua Ding
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引用次数: 0

Abstract

Purpose

Artificial intelligence (AI) is experiencing growth and prosperity worldwide because of its convenience and other benefits. However, AI faces challenges related to consumer resistance. Thus, drawing on the user resistance theory, this study explores factors that influence consumers’ resistance to AI and suggests ways to mitigate this negative influence.

Design/methodology/approach

This study tested four hypotheses across four studies by conducting lab experiments. Study 1 used a questionnaire to verify the hypothesis that AI’s “substitute” image leads to consumer resistance to AI; Study 2 focused on the role of perceived threat as an underlying driver of resistance to AI. Studies 3–4 provided process evidence by the way of a measured moderator, testing whether AI with servant communication style and literal language style is resisted less.

Findings

This study showed that AI’s “substitute” image increased users' resistance to AI. This occurs because the substitute image increases consumers’ perceived threat. The study also found that using servant communication and literal language styles in the interaction between AI and consumers can mitigate the negative effects of AI-substituted images.

Originality/value

This study reveals the mechanism of action between AI image and consumers’ resistance and sheds light on how to choose appropriate image and expression styles for AI products, which is important for lowering consumer resistance to AI.

补充还是替代?人工智能对消费者抵触情绪的影响研究
目的 人工智能(AI)因其便利性和其他优势,正在经历全球范围内的增长和繁荣。然而,人工智能也面临着与消费者抵制相关的挑战。因此,本研究借鉴用户抵制理论,探讨了影响消费者抵制人工智能的因素,并提出了减轻这种负面影响的方法。研究 1 通过问卷调查验证了人工智能的 "替代品 "形象会导致消费者抵制人工智能的假设;研究 2 重点研究了感知威胁作为抵制人工智能的潜在驱动因素的作用。研究 3-4 通过测量调节因子的方式提供了过程证据,检验了具有仆人式沟通风格和字面语言风格的人工智能是否受到较少的抵制。 研究结果本研究表明,人工智能的 "替代 "形象增加了用户对人工智能的抵制。这是因为替代形象增加了消费者的感知威胁。原创性/价值这项研究揭示了人工智能形象与消费者抵制之间的作用机制,并阐明了如何为人工智能产品选择合适的形象和表达方式,这对于降低消费者对人工智能的抵制具有重要意义。
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
8.00
自引率
9.10%
发文量
64
期刊介绍: Marketing Intelligence & Planning (MIP) facilitates communication between researchers and practitioners, providing the users of research with a wealth of robust and relevant information. At a time when some journals are losing their relevance to industry and practical requirements, MIP successfully offers a bridge between academic and practitioner thinking, while retaining a high level of scientific rigour.
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