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Mental and Physical Humanlikeness in Artificial Intelligence Influencers: Effects on Humanness, Eeriness, and Consumer Responses 人工智能影响者的心理和生理上的人类相似性:对人性、怪异和消费者反应的影响
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-22 DOI: 10.1002/cb.70060
Terry Haekyung Kim, Hyunjoo Im

Artificial intelligence (AI) influencers, nonhuman characters powered by AI, have garnered a significant following on social media in recent years. Through two between-subjects online experiments (n = 957), this study investigates the impact of AI influencers' appearance realism and self-disclosure on consumer perceptions (humanness and eeriness) and their downstream responses (intention to self-disclose, intention to follow the advice, and brand attitude). Drawing from anthropomorphism and theory of mind, this study emphasizes the distinction of two dimensions of AI influencers' humanlikeness (physical and mental) which differently affect the humanness and eeriness of the AI influencer. Results indicate that the AI influencer's realistic appearance and high self-disclosure increased perceptions of physical and mental humanlikeness, respectively. Furthermore, the effect of mental humanlikeness on perceived humanness was more pronounced than that of physical humanlikeness. Mental humanlikeness alleviated eeriness, while physical humanlikeness did not. The increased humanness and decreased eeriness ultimately enhanced the intention to self-disclose, intention to follow the influencer's advice, and brand attitudes. This research underscores the importance of brands partnering with or developing mentally humanlike AI influencers to achieve effective relationship building and marketing outcomes.

人工智能网红是指由人工智能驱动的非人类角色,近年来在社交媒体上吸引了大量粉丝。本研究通过两个受试者间在线实验(n = 957),调查了人工智能网红的外表真实性和自我披露对消费者感知(人性和怪异)及其下游反应(自我披露意愿、听从建议意愿和品牌态度)的影响。从拟人化和心智理论出发,本研究强调了人工智能影响者的人类相似性的两个维度(身体和心理)的区别,这两个维度不同地影响了人工智能影响者的人性和怪诞性。结果表明,人工智能网红逼真的外表和高度的自我表露分别增加了身体和精神上与人类相似的感觉。此外,心理相似度对感知人性的影响比生理相似度更显著。精神上的人类相似减轻了恐怖,而身体上的人类相似却没有。人性的增加和怪异的减少最终增强了自我披露的意愿,听从网红建议的意愿,以及品牌态度。这项研究强调了品牌与人工智能有影响力的人合作或发展的重要性,以实现有效的关系建立和营销结果。
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引用次数: 0
Measuring Consumer Perceived Values: Development and Validation of a Scale to Investigate Self-Gifting and Consumer Satisfaction 测量消费者感知价值:一个调查自我赠送和消费者满意度的量表的开发和验证
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-15 DOI: 10.1002/cb.70059
Sukyung Seo, Jin Su, Nancy (Nelson) Hodges

Consumer perceived values (CPVs) are defined as the benefits consumers believe they receive in relation to the costs they incur. CPVs have been frequently detected in self-gifting behavior (i.e., buying a gift for oneself). Yet, the relationship between CPVs and self-gifting remains underexplored. Thus, the purpose of this study was two-fold: (1) to develop a scale to investigate CPVs in the context of self-gifting and (2) to apply the developed scale to examine relationships between CPVs in self-gifting and consumer satisfaction. A reliable CPVs in self-gifting (CPVS-G) scale was developed and applied to test its impact on consumer satisfaction via structural equation modeling (SEM), as framed by expectancy disconfirmation theory (EDT). The CPVS-G scale advances theory by extending existing value measures to the self-gifting context and deepening EDT through its focus on satisfaction driven by value-based expectations. The CPVS-G scale offers valuable applications for both academic research and industry practice in examining important values in self-focused consumer behavior such as self-gifting. Retailers and marketers can leverage insights from the findings by aligning product and service offerings with key value drivers, such as quality and resale value, to better meet consumer expectations and enhance satisfaction.

消费者感知价值(cpv)被定义为消费者认为他们所获得的利益与他们所承担的成本有关。cpv经常出现在自我赠送行为中(即为自己购买礼物)。然而,cpv和自我赠予之间的关系仍未得到充分探讨。因此,本研究的目的是双重的:(1)开发一个量表来调查自我赠送情境下的cpv;(2)应用开发的量表来研究自我赠送情境下的cpv与消费者满意度之间的关系。在期望失证理论(EDT)框架下,通过结构方程模型(SEM)开发了一个可靠的自我赠送CPVs (CPVs -g)量表,并应用该量表来测试其对消费者满意度的影响。CPVS-G量表通过将现有的价值测量扩展到自我赠予情境,并通过关注由基于价值的期望驱动的满意度来深化EDT,从而推进了理论的发展。CPVS-G量表为学术研究和行业实践提供了有价值的应用,用于检查自我关注的消费者行为(如自我赠送)中的重要价值。零售商和营销人员可以通过将产品和服务与关键价值驱动因素(如质量和转售价值)结合起来,从而利用调查结果的洞察力,更好地满足消费者的期望并提高满意度。
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引用次数: 0
Deconstructing Menvertising Stereotypes: A Systematic Review, Research Agenda and Practical Implications 解构广告刻板印象:系统回顾、研究议程与实践意义
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-13 DOI: 10.1002/cb.70047
Léa Fauvel, Romain Sohier, Gaëlle Pantin-Sohier, Fabien Durif

Since the #MeToo movement of 2017, consumers have been looking for more diversity and inclusion in their world. As a result, advertisers are implementing strategies such as femvertising and even menvertising to win over this more inclusion-oriented audience. A large number of studies have focused on women, particularly representations of women in femvertising. The aim of this article is to develop an understanding of gender representation by filling in the gaps in existing studies on menvertising. With a view to achieving equity for all people and to better understand the evolution of gender through advertising representations, we conducted a systematic literature review of 236 articles, including lexicometric, bibliometric and in-depth expert interviews analyses, focusing on masculinity post-#MeToo and its representation in advertising. We identified various theories and concepts that better enable us to understand the evolution of menvertising, and we developed an initial conceptual model of menvertising. Finally, this study proposes a research agenda to guide researchers in pursuing studies on menvertising.

自2017年#MeToo运动以来,消费者一直在寻求世界的多样性和包容性。因此,广告商正在实施诸如女性广告甚至男性广告等策略,以赢得这些更具包容性的受众。大量的研究聚焦于女性,尤其是女性在女性广告中的表现。本文的目的是通过填补现有广告研究的空白,发展对性别代表性的理解。为了实现所有人的平等,并通过广告表现更好地理解性别的演变,我们对236篇文章进行了系统的文献综述,包括词汇计量学、文献计量学和深入的专家访谈分析,重点关注#MeToo后的男性气质及其在广告中的表现。我们确定了各种理论和概念,使我们能够更好地理解广告的演变,并开发了一个初步的广告概念模型。最后,本研究提出了研究议程,以指导研究者对广告的研究。
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引用次数: 0
User Network Size as a Dominant Predictor: Singular and Interactive Effects of Information Types on Mobile Game Consumption Within the Platform Context 用户网络规模作为主要预测因素:平台环境下信息类型对手机游戏消费的单一和交互影响
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-09 DOI: 10.1002/cb.70055
Dongxiao Li, Zizhong Zhang

Mobile game platforms provide a variety of information to assist users in deciding which games to play. However, while previous studies have examined individual informational factors such as ratings and their effect on users' intentions, the joint and interactive effects of different information types, including game genre labels, ratings, and user network size on actual mobile game consumptions remain underexplored. This research investigates how these three types of information influence mobile game consumption, including their interactive effects on user choices. Grounded in the theories of Search-Experience-Credence Attributes, Platform Affordance and Network Externality, the research analyzes data from 1222 games on TapTap, a major Chinese mobile game platform. Structural topic modelling is employed to examine genre-consumption relationships and hierarchical ordinary least squares regression is conducted to explore the joint impact of multiple information types on game downloads. Findings show that while game downloads vary across genre themes, ratings alone do not predict downloads; their influence emerges when combined with other factors, particularly user network size. User network size not only directly affects game consumption but also moderates the effect of ratings on consumption. This research emphasizes the dominant influence of network size compared to genre and ratings and offers valuable insights for developers and platform operators in understanding user preferences and improving strategic collaborations.

手机游戏平台提供了各种各样的信息来帮助用户决定玩什么游戏。然而,尽管之前的研究考察了评分等个人信息因素及其对用户意图的影响,但不同信息类型(包括游戏类型标签、评分和用户网络规模)对实际手机游戏消费的联合和互动影响仍未得到充分探索。本研究调查了这三种类型的信息是如何影响手机游戏消费的,包括它们对用户选择的交互影响。该研究基于搜索-体验-信任属性、平台可视性和网络外部性理论,分析了中国主要手机游戏平台TapTap上1222款游戏的数据。采用结构主题模型检验类型-消费关系,采用分层普通最小二乘回归分析多种信息类型对游戏下载的共同影响。调查结果显示,虽然不同题材的游戏下载量不尽相同,但单凭评级并不能预测下载量;当与其他因素(尤其是用户网络规模)结合在一起时,它们的影响就会显现出来。用户网络规模不仅直接影响游戏消费,还会调节评级对消费的影响。该研究强调了网络规模对游戏类型和收视率的主要影响,并为开发者和平台运营商了解用户偏好和改善战略合作提供了有价值的见解。
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引用次数: 0
Influencer–Follower Interactions and Consumers' Behavioral Responses: A Multi-Method Approach and Future Research Agenda 影响者-追随者互动与消费者行为反应:多方法研究与未来研究议程
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-09 DOI: 10.1002/cb.70056
Md Abdul Alim, Park Thaichon, Sara Quach, Scott Weaven

This review critically synthesizes and extends the influencer marketing literature by exploring how relational, psychological, and contextual mechanisms shape consumers' behavioral responses in digital environments. Adopting a multi-method research approach, Study 1 presents an extensive TCCM (Theory, Context, Characteristics, and Methodology)–guided systematic literature review of 172 articles to identify key theoretical foundations, empirical trends, methodological approaches, and research themes. Study 2 complements this with 18 in-depth interviews with academic experts and industry practitioners, offering deeper interpretive insights and contextual relevance of the findings. Together, these studies uncover central thematic drivers, including content and narrative strategies, psychological mechanisms, platform dynamics, and sponsorship disclosure. The findings imply that relational, narrative, and identity-based mechanisms have a greater influence on consumers' behavioral outcomes, including engagement behavior, psychological reaction, and symbolic alignment than rational and informational appeals. Therefore, this review advances the field by integrating affective, symbolic, and contextual variables into an overarching framework and suggests a future research agenda to address current theoretical and methodological deficiencies. The study offers a robust foundation for influencer marketing scholarship that is both contextually adaptable and psychologically grounded.

本综述通过探索关系、心理和情境机制如何在数字环境中塑造消费者的行为反应,批判性地综合并扩展了影响者营销的文献。研究1采用多方法研究方法,对172篇文章进行了广泛的TCCM(理论、背景、特征和方法)指导的系统文献综述,以确定关键的理论基础、实证趋势、方法方法和研究主题。研究2补充了对学术专家和行业从业者的18次深度访谈,提供了更深入的解释性见解和研究结果的背景相关性。总之,这些研究揭示了核心主题驱动因素,包括内容和叙事策略、心理机制、平台动态和赞助披露。研究结果表明,关系、叙事和基于身份的机制对消费者行为结果的影响更大,包括参与行为、心理反应和象征一致性,而不是理性和信息诉求。因此,本综述通过将情感、符号和语境变量整合到一个总体框架中来推进该领域,并提出了解决当前理论和方法缺陷的未来研究议程。该研究为网红营销学术研究提供了坚实的基础,既具有上下文适应性,又具有心理基础。
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引用次数: 0
Social Issues and Consumer Behavior in Omni-Channel Ecosystem: Interpretive Ranking Process (IRP)-Sentiment Analysis Linked Systematic Review 全渠道生态系统中的社会问题与消费者行为:解释排序过程(IRP)-情感分析关联的系统评价
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-05 DOI: 10.1002/cb.70053
Kalidas Kaman, Arun Kumar Deshmukh

Integrating various retail channels in the omni-channel shopping ecosystem presents significant social issues, including consumer privacy and sustainable consumption, which profoundly influence consumer behavior. This study examines the influence of social issues on consumer behavior within the omni-channel shopping ecosystem through a multimethod perspective comprising a systematic literature review (SLR), an interpretive ranking process (IRP) approach, and sentiment analyses. Integrating various retail channels—physical stores, e-commerce, mobile apps, social media, and emerging technologies—highlights critical social issues, such as consumer privacy and sustainable consumption. Using the PRISMA protocol and the ADO (antecedents, decisions, and outcomes) framework, we synthesized 71 studies published between 2000 and 2024. The SLR identifies key antecedents (peer interactions, convenience, and hedonic motivation), mediators (innovation, green supply chains, and trust), and moderators (self-awareness and environmental knowledge) that impact consumer behavior. The IRP analysis, utilizing cross-interaction matrices and dominance assessments, reveals that peer interactions and innovation are dominant factors influencing shopping intentions, customer satisfaction, and sustainable consumption. Furthermore, sentiment analysis of user comments on platforms like YouTube and Reddit reveals mixed reactions with concerns about privacy, transparency, and the credibility of sustainability claims, impacting brand trust. The study offers insights into how these social dynamics impact consumer behavior. It provides a comprehensive framework to guide businesses and policymakers in aligning their strategies with socially conscious consumer expectations, thereby fostering trust, satisfaction, and sustainability in the omni-channel retail environment.

在全渠道购物生态系统中整合各种零售渠道带来了重大的社会问题,包括消费者隐私和可持续消费,这些问题深刻影响着消费者的行为。本研究通过系统文献综述(SLR)、解释性排名过程(IRP)和情感分析等多方法,探讨了全渠道购物生态系统中社会问题对消费者行为的影响。整合各种零售渠道——实体店、电子商务、移动应用程序、社交媒体和新兴技术——凸显了关键的社会问题,如消费者隐私和可持续消费。使用PRISMA协议和ADO(前事,决策和结果)框架,我们综合了2000年至2024年间发表的71项研究。SLR识别了影响消费者行为的关键前因(同伴互动、便利和享乐动机)、中介(创新、绿色供应链和信任)和调节因子(自我意识和环境知识)。利用交叉互动矩阵和优势度评估的IRP分析表明,同伴互动和创新是影响购物意愿、顾客满意度和可持续消费的主要因素。此外,对YouTube和Reddit等平台上用户评论的情绪分析显示,人们对隐私、透明度和可持续性声明的可信度的担忧反应不一,影响了品牌信任度。该研究提供了这些社会动态如何影响消费者行为的见解。它提供了一个全面的框架,指导企业和政策制定者将其战略与具有社会意识的消费者期望相一致,从而在全渠道零售环境中培养信任、满意度和可持续性。
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引用次数: 0
The Shape of Infectious Disease: The Impact of Disease Cues on Shape Preference 传染病的形状:疾病线索对形状偏好的影响
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-10-05 DOI: 10.1002/cb.70054
Jiuqi Chen, Wenjin Feng, Yushi Jiang, Yuxuan Du

Infectious disease outbreaks not only threaten public health but also influence consumer behaviors, including esthetic preferences. Despite extensive research on consumer responses to disease cues, the effects of these cues on visual product preferences, particularly shape preferences, remain underexplored. This study investigates how disease cues influence consumer preference for angular over circular shapes, hypothesizing that disease cues heighten social avoidance tendencies, thereby increasing preferences for angular shapes, which symbolically suggest defense and distance. Across five studies employing both field data and laboratory experiments, we find consistent evidence that exposure to infectious disease cues enhances consumer preference for angular shapes. This effect is mediated by social avoidance and moderated by two factors: social visibility (public vs. private) and self-construal (independent vs. interdependent). These findings contribute to the sensory marketing literature by elucidating the symbolic associations of shape under disease threat conditions and offer practical implications for marketers aiming to align product designs with consumers' psychological states in health-sensitive contexts.

传染病的爆发不仅威胁着公众健康,也影响着消费者的行为,包括审美偏好。尽管对消费者对疾病线索的反应进行了广泛的研究,但这些线索对视觉产品偏好,特别是形状偏好的影响仍未得到充分探讨。本研究探讨了疾病线索如何影响消费者对棱角形状而不是圆形形状的偏好,假设疾病线索提高了社会回避倾向,从而增加了对棱角形状的偏好,这象征着防御和距离。在采用现场数据和实验室实验的五项研究中,我们发现一致的证据表明,接触传染病线索会增强消费者对棱角形状的偏好。这种效应是由社会回避介导的,并受到两个因素的调节:社会能见度(公共vs私人)和自我解释(独立vs相互依赖)。这些发现通过阐明疾病威胁条件下形状的符号关联,为感官营销文献做出了贡献,并为营销人员在健康敏感环境下将产品设计与消费者心理状态结合起来提供了实际意义。
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引用次数: 0
Spillover in Sustainable Consumer Behavior: A Matter of Commitment 可持续消费行为的溢出效应:承诺问题
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-09-30 DOI: 10.1002/cb.70052
Laura Henn, Florian G. Kaiser, Maximilian Adler, Patrick Elf, Birgitta Gatersleben

Consumers express their commitment to environmental protection by engaging in a variety of environmentally protective behaviors. We thus suggest that strengthening consumers' commitment to environmental protection will cause behavioral spillover, which is the joint change in multiple environmentally protective behaviors. This idea differs from other spillover notions that draw on psychological processes that follow a change in a specific behavior. By reanalyzing data from a pre-post treatment-control quasi-field experiment with customers of a retail company in which one group was exposed to a multiple-component intervention over the course of 8 months, whereas the other was not, we corroborated a significant commitment gain in the experimental group (n = 81) that did not occur in the control group (n = 152). This commitment gain manifested in the expected spillover effect that mirrored the Rasch-model-implied likelihood gains in increasingly favorable behavioral expressions of people's commitment to environmental protection. This research complements existing models of behavioral spillover by providing theoretical and empirical arguments that strengthening consumers' commitment to environmental protection can result in spillover. In practical terms, focusing on people's commitment to environmental protection could thus be a promising avenue for directly promoting sustainable lifestyles.

消费者通过参与各种环保行为来表达他们对环境保护的承诺。因此,我们认为消费者环境保护承诺的增强会导致行为溢出,即多种环境保护行为的共同变化。这一观点不同于其他利用特定行为发生变化后的心理过程的溢出概念。通过对一家零售公司的顾客进行治疗前-治疗后-控制准现场实验的数据进行重新分析,其中一组在8个月的时间里接受了多成分干预,而另一组没有,我们证实了实验组(n = 81)的显著承诺增加,而对照组(n = 152)没有。这种承诺收益表现在预期溢出效应中,反映了人们对环境保护承诺的行为表达中越来越有利的rasch模型隐含的可能性收益。本研究通过提供强化消费者环境保护承诺可以导致溢出的理论和实证论证,对现有的行为溢出模型进行了补充。实际上,注重人们对环境保护的承诺因此可能是直接促进可持续生活方式的一个有希望的途径。
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引用次数: 0
Anthropomorphic Virtual Agents in Luxury Travel Booking: Enhancing Perceived Anthropomorphism and Social Presence 豪华旅游预订中的拟人化虚拟代理:增强感知拟人化和社会存在
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-09-24 DOI: 10.1002/cb.70049
Sihem Ben Saad

In the rapidly evolving landscape of digital luxury experiences, this study examines the impact of Anthropomorphic Virtual Agents (AVAs) in luxury travel booking applications, focusing on their role in enhancing perceived anthropomorphism and social presence. Through two experimental studies, the research explores (1) how the presence of AVAs influences users' perceived social presence, and (2) how specific AVA attributes, such as personification and communication style, shape perceived anthropomorphism and, in turn, social presence. The findings reveal that AVAs significantly enhance social presence, with perceived anthropomorphism acting as a key mediating factor. These insights highlight the potential of AVAs to transform digital luxury services by fostering more immersive and engaging interactions. Although previous research has explored traditional virtual agents (e.g., chatbots, avatars, etc.) in other industries (retail, e-commerce, gaming, etc.), the role of AVAs in luxury travel services remains largely unexplored, particularly regarding attributes like personification and communication style. The study contributes to the human-computer interaction literature by clarifying the psychological mechanisms through which AVAs influence user perception in high-end markets. It also provides strategic implications for luxury travel brands seeking to differentiate their digital services through advanced AI-driven interfaces that align with evolving consumer expectations.

在快速发展的数字奢侈品体验中,本研究考察了拟人化虚拟代理(AVAs)在豪华旅游预订应用中的影响,重点关注它们在增强感知拟人化和社会存在感方面的作用。通过两项实验研究,本研究探讨了(1)AVA的存在如何影响用户感知到的社交在场;(2)具体的AVA属性,如拟人化和沟通方式,如何塑造感知到的拟人化,进而塑造社交在场。研究结果表明,AVAs显著提高了社会存在感,感知拟人化是一个关键的中介因素。这些见解凸显了AVAs通过培养更具沉浸感和吸引力的互动来改变数字奢侈品服务的潜力。尽管之前的研究已经在其他行业(零售、电子商务、游戏等)探索了传统的虚拟代理(如聊天机器人、虚拟化身等),但在豪华旅游服务中,虚拟化身的作用在很大程度上仍未被探索,特别是在人格化和沟通风格等属性方面。该研究通过阐明AVAs影响高端市场用户感知的心理机制,为人机交互文献做出了贡献。它还为寻求通过先进的人工智能驱动界面来区分其数字服务的豪华旅游品牌提供了战略意义,这些界面与不断变化的消费者期望保持一致。
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引用次数: 0
Something Smells Fishy: How Sales Assistant Types and Suspicion Influence Perceived Message Credibility 有些东西闻起来很可疑:销售助理类型和怀疑如何影响感知信息可信度
IF 5.2 3区 管理学 Q2 BUSINESS Pub Date : 2025-09-23 DOI: 10.1002/cb.70048
Kyusung Hwang, Eunkyung Lee, Yeosun Yoon

While prior research has demonstrated that consumers generally respond more positively to human sales assistants than to AI during service encounters, limited attention has been given to situations when the opposite might be true. Across five experiments, we find that particularly in a sales situation characterized by an evident persuasion attempt, consumers consider messages communicated by AI sales assistants more credible than those from human counterparts. This difference stems from the lay belief that AI sales assistants are less likely to have hidden motives, making consumers less suspicious. We further show that such a difference is diminished when AI sales assistants are associated with company-specific information, which prompts consumers to think about the company and its hidden motives in the sales encounter. Our findings contribute to the literature on consumer–AI interactions by demonstrating that consumers' attribution of persuasive intent is influenced by both the nature of the sales assistant (i.e., human vs. AI) and contextual cues that indirectly signal persuasive intent (i.e., company-specific information). These insights have practical implications for the design of AI-driven sales strategies, suggesting ways to leverage AI without triggering consumer suspicion.

虽然之前的研究表明,在服务过程中,消费者对人类销售助理的反应通常比对人工智能的反应更积极,但对相反情况的关注却很少。在五个实验中,我们发现,特别是在以明显的说服尝试为特征的销售情况下,消费者认为人工智能销售助理传达的信息比人类同行更可信。这种差异源于一种俗人的看法,即人工智能销售助理不太可能有隐藏的动机,从而使消费者不那么怀疑。我们进一步表明,当人工智能销售助理与公司特定信息相关联时,这种差异就会减少,这会促使消费者在销售过程中思考公司及其隐藏的动机。我们的研究结果通过证明消费者对说服意图的归因受到销售助理的性质(即人类与人工智能)和间接表示说服意图的上下文线索(即公司特定信息)的影响,为消费者与人工智能互动的文献做出了贡献。这些见解对人工智能驱动销售策略的设计具有实际意义,提出了在不引发消费者怀疑的情况下利用人工智能的方法。
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引用次数: 0
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Journal of Consumer Behaviour
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