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How Life-Role Transitions Shape Consumer Preferences for Nostalgic Consumption 生活角色转换如何塑造消费者怀旧消费偏好
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-05-01 DOI: 10.1002/cb.2503
Yingzhu Yao, Mengya Yang, Xiaoqin Wang, Qiang Yang, Mingrui Song

The article explores life-role transitions, which refer to the changes in a person's identity, roles, and responsibilities as they progress through different life stages. This study posits nostalgic consumption as a novel coping mechanism for managing life-role transitions. Across four studies, we discovered that consumers showed a preference for nostalgic products during periods of life-role transition, with self-authenticity threat serving as the core mechanism that could be mitigated through the consumption of nostalgic items. Individuals with an independent self-construal are less influenced by external environments and thus may experience a mitigated impact of life-role transitions on nostalgic consumption preferences. Theoretically broadening life-role transition studies and deepening insights into self-authenticity, this research practically equips marketers with strategies to target consumers during life-role transitions, thereby enhancing the effectiveness of nostalgic consumption marketing.

这篇文章探讨了人生角色的转变,这是指一个人在不同人生阶段的身份、角色和责任的变化。本研究假设怀旧消费是一种管理生活角色转变的新型应对机制。在四项研究中,我们发现消费者在生活角色转换时期对怀旧产品表现出偏好,自我真实性威胁是通过怀旧物品消费来缓解的核心机制。具有独立自我构造的个体受外部环境的影响较小,因此可能经历生活角色转变对怀旧消费偏好的影响较小。本研究在理论上拓宽了生活-角色转换研究,深化了对自我真实性的认识,在实践上为营销人员提供了在生活-角色转换过程中针对消费者的策略,从而提高怀旧消费营销的有效性。
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引用次数: 0
The Manner Is the Matter: How the Chatbot Communication Style and Consumers' Regulatory Focus Shape Purchase Intention 方式决定一切:聊天机器人的沟通方式和消费者的监管焦点如何塑造购买意愿
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-29 DOI: 10.1002/cb.2505
Sunhwa Choi

This research explores the potential of imbuing AI-based chatbots with human-like communication styles, such as warmth or competence, and suggests that tailoring a chatbot's communication style to align with customer characteristics can be a strategic approach that enhances consumers' purchase intentions. To test the hypotheses, I conducted two pre-tests and three experiments. The results indicate that individuals with a promotion-focused orientation exhibit enhanced purchase intentions when interacting with a warm-style chatbot, while prevention-focused individuals show increased purchase intentions when engaging with a competent-style chatbot. Additionally, this effect is mediated by perceived engagement. The current research enriches the literature on AI-powered chatbots by applying regulatory fit theory to explore ways to enhance the efficiency of human–chatbot interaction in digital environments and provides valuable managerial insights.

这项研究探索了给基于人工智能的聊天机器人注入类似人类的沟通风格的潜力,比如温暖或能力,并建议根据客户特征定制聊天机器人的沟通风格,这可能是一种增强消费者购买意愿的战略方法。为了验证这些假设,我进行了两次预测试和三次实验。结果表明,促销导向的个体在与热情型聊天机器人互动时表现出更强的购买意愿,而预防导向的个体在与能力型聊天机器人互动时表现出更强的购买意愿。此外,这种效应是由感知参与介导的。目前的研究丰富了人工智能聊天机器人的文献,应用监管契合理论探索了在数字环境中提高人与聊天机器人交互效率的方法,并提供了有价值的管理见解。
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引用次数: 0
The Influence of Contextual Bias on Consumers' Usage Intention in Smart Services: The Moderating Effect of Anthropomorphism 情境偏见对智能服务消费者使用意愿的影响:拟人化的调节作用
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-29 DOI: 10.1002/cb.2506
Wei Du, Jin Gao, Jingying Niu, Shuang Liu

The development of artificial intelligence (AI) technology has driven the widespread use of smart (AI) services and significantly enhanced consumer convenience and personalized experiences. However, contextual bias in smart (AI) services can significantly and negatively impact consumers' experiences and hinder the sustainable development of smart (AI) services. To investigate the effect of contextual bias in smart (AI) services on consumers' usage intention and identify its mediating mechanism and ways to mitigate the negative impact, we introduce the explanatory role of information processing fluency to examine the moderating role of anthropomorphism. We adopted an experimental approach, setting up four different experiments. Studies 1 and 2 investigated the effects of different forms of contextual bias on consumers' usage intention; cultural bias impacted consumers more negatively than personal bias did, and information processing fluency mediated the effects of contextual bias on the consumers' usage intention of smart (AI) services. Studies 3 and 4 showed that this process was moderated by anthropomorphism. Social orientation (vs. task orientation) better moderated cultural bias, and low-form anthropomorphism (vs. high-form anthropomorphism) better moderated personal bias.

人工智能(AI)技术的发展推动了智能服务的广泛使用,显著提高了消费者的便利性和个性化体验。然而,智能(AI)服务中的情境偏见会对消费者的体验产生显著的负面影响,并阻碍智能(AI)服务的可持续发展。为了研究智能服务中的情境偏见对消费者使用意愿的影响,并确定其中介机制和缓解负面影响的途径,我们引入信息处理流畅性的解释作用来检验拟人化的调节作用。我们采用了实验的方法,设置了四个不同的实验。研究1和研究2考察了不同形式的语境偏见对消费者使用意愿的影响;文化偏见对消费者的负面影响大于个人偏见,信息处理流畅性在情境偏见对消费者智能(AI)服务使用意愿的影响中起中介作用。研究3和4表明,这一过程受到拟人化的调节。社会取向(相对于任务取向)能较好地调节文化偏见,低形式拟人化(相对于高形式拟人化)能较好地调节个人偏见。
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引用次数: 0
Echoes of Privacy: Deciphering Consumer Voices in the Data Deluge 隐私的回声:解读数据洪流中的消费者声音
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-28 DOI: 10.1002/cb.2495
Mohammad Masteri Farahani, Reza Payandeh

As technology evolves, balancing product and service personalization with privacy protection remains a critical challenge for businesses and consumers. So, researchers have raised concerns about the potential negative effects of data-driven marketing. This study embarks on a journey to unravel the intricacies of consumer attitudes toward privacy within data-centric marketing. Our research design is underpinned by a mixed methodology that uses qualitative and quantitative research methods. Initially, we presented text mining of Iranian tweets on X (Twitter). Subsequently, we expounded upon the intricacies of the structural equation model and the clustering process. The research findings highlight cultural disparities in attitudes toward privacy and collectivist countries such as Iran prioritize privacy vigilance, as they are meticulous about information disclosure. Notably, Iranians of varying genders, ages, and educational backgrounds displayed distinct levels of privacy apprehension. Based on the text of Twitter data mining, data confidentiality stands as the paramount pillar of data privacy, and they have expressed dissatisfaction with things like “Leakage of information and sale of users' data” and “Hacking the data of an online business”. Also, four clusters were identified for privacy in data-driven marketing: (1) Privacy Balancers, (2) Privacy Guardians, (3) Privacy Nomads, and (4) Privacy Advocates. Finally, suggestions were presented to businesses and policymakers. Especially, businesses can use gamification techniques such as interactive challenges to engage customers in reading and understanding privacy policies.

随着技术的发展,平衡产品和服务个性化与隐私保护仍然是企业和消费者面临的一个关键挑战。因此,研究人员对数据驱动营销的潜在负面影响表示担忧。本研究旨在揭示以数据为中心的营销中消费者对隐私的复杂态度。我们的研究设计是基于一种混合的方法论,使用定性和定量研究方法。首先,我们展示了X (Twitter)上伊朗推文的文本挖掘。随后,我们阐述了结构方程模型和聚类过程的复杂性。研究结果强调了对隐私态度的文化差异,伊朗等集体主义国家优先考虑隐私警惕,因为他们对信息披露一丝不苟。值得注意的是,不同性别、年龄和教育背景的伊朗人表现出不同程度的隐私担忧。根据Twitter数据挖掘的文本,数据保密性是数据隐私的最重要支柱,他们对“泄露信息和出售用户数据”和“黑客攻击在线业务数据”等行为表示不满。此外,在数据驱动型营销中,我们还确定了四类隐私群体:(1)隐私平衡者,(2)隐私守护者,(3)隐私游牧者,(4)隐私倡导者。最后,向企业和政策制定者提出了建议。特别是,企业可以使用互动挑战等游戏化技术来吸引客户阅读和理解隐私政策。
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引用次数: 0
Consumers' Responses to Placed Brands in 360° Video: The Impacts of Perceived Control and Presence, Moderated by Immersion 消费者对360°视频中放置品牌的反应:感知控制和存在的影响,被沉浸感所调节
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-24 DOI: 10.1002/cb.2502
Jani Pavlič, Ines Kožuh, Tina Tomažič

This study focuses on product placement and examines its effectiveness in 360° video, considering its role as a digital asset. It is the first to research the influences of perceived control and presence in 360° video on consumers' cognitive, affective, and conative responses under two different immersion conditions (a 2D computer monitor vs. a head-mounted display). A between-subjects design experiment with a mixed-method approach was employed (n = 212), where the quantitative data were analyzed and juxtaposed with the qualitative results from a semi-structured interview. The findings extend the theoretical understanding of product placement in 360° video by identifying immersion as a critical moderating stimulus in shaping consumers' responses. In interaction with immersion, presence demonstrates a dual role: while it has the potential to influence brand attitude positively, it is conflicted by its negative impact on brand recall in the high-immersion condition with higher presence. Control emerges as a more favorable factor for consumers' responses, with controls being seamless across both immersion conditions, but more intuitive in high-immersion settings. The results also show that brand attitude of placed brands in 360° video drives purchase intention. These findings deepen insights into how immersion, presence, and control interact to influence consumers' responses in 360° video and highlight the need for further research in this area. By understanding the impact of these factors, practitioners can develop appropriate strategies to achieve desired responses while avoiding unintended outcomes. As such, the findings offer valuable guidance on leveraging 360° video to meet commercial goals and drive real-world consumption.

本研究侧重于产品植入,并考察其在360°视频中的有效性,考虑其作为数字资产的作用。这是第一个研究在两种不同的沉浸条件下(2D电脑显示器与头戴式显示器),360°视频中感知控制和存在对消费者认知、情感和创造性反应的影响。采用混合方法的受试者间设计实验(n = 212),对定量数据进行分析,并将其与半结构化访谈的定性结果并置。研究结果通过确定沉浸感是塑造消费者反应的关键调节刺激,扩展了对360°视频植入产品的理论理解。在与沉浸互动中,在场表现出双重作用:在具有正向影响品牌态度的潜力的同时,在具有较高在场的高沉浸条件下,其对品牌回忆的负面影响是矛盾的。对于消费者的反应来说,控制是一个更有利的因素,在两种沉浸状态下,控制都是无缝的,但在高沉浸状态下,控制更直观。结果还表明,360°视频中放置品牌的品牌态度会驱动购买意愿。这些发现加深了对沉浸、在场和控制如何相互作用影响消费者在360°视频中的反应的见解,并强调了在这一领域进一步研究的必要性。通过了解这些因素的影响,从业者可以制定适当的策略来实现期望的响应,同时避免意外的结果。因此,研究结果为利用360°视频实现商业目标和推动现实世界消费提供了有价值的指导。
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引用次数: 0
Examining the Positive and Negative Effects of Smartness and Humanness in Human-Robot Interactions 考察智能和人性化在人机交互中的积极和消极影响
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-24 DOI: 10.1002/cb.2499
Amy Wong, Jimmy Wong

This study explores the positive and negative effects of perceived smartness and humanness on consumer acceptance of service robotic agents, particularly, regarding the formation of value creators such as trust and positive attitude toward human–robot interactions (HRIs) as well as value destructors such as perceived stress and negative emotion. Data were collected through a combination of fieldwork and experimental methods. The first study, a fieldwork approach, was conducted in a library that deployed the Temi robot. Findings from the fieldwork show the significant effects of robot smartness on stress and robot humanness on trust. Moreover, trust partially mediated the effect of robot humanness on intention to use. The second study comprised an online scenario-based experiment designed to extend the findings from Study 1. The experiment validated the effects of perceived smartness on the value destructors and the effects of perceived humanness on the value creators. The study pinpoints the distinctive factors that impact consumer acceptance of service robots, offering actionable insights for deploying service robotic agents in frontline settings. By prioritizing design features that optimize HRIs, this research bridges the gap between theory and practice, providing a realistic view of consumer interactions with service robots.

本研究探讨了感知智能和人性化对服务机器人代理消费者接受度的正面和负面影响,特别是在信任和对人机交互(HRIs)的积极态度等价值创造者的形成以及感知压力和负面情绪等价值破坏者方面。通过实地调查和实验相结合的方法收集数据。第一项研究采用实地考察的方法,在部署了Temi机器人的图书馆进行。实地调查结果表明,机器人的智能程度对压力有显著影响,机器人的人性化程度对信任有显著影响。此外,信任在机器人人性化对使用意向的影响中起到部分中介作用。第二项研究包括一个基于场景的在线实验,旨在扩展研究1的发现。实验验证了感知聪明对价值破坏者的影响,以及感知人性对价值创造者的影响。该研究指出了影响消费者接受服务机器人的独特因素,为在前线部署服务机器人代理提供了可行的见解。通过优先考虑优化人力资源系统的设计特征,本研究弥合了理论与实践之间的差距,为消费者与服务机器人的互动提供了一个现实的视角。
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引用次数: 0
Clustering and Measuring Consumption Emotions: Scale Development Through Text Mining and a Questionnaire Survey 消费情绪的聚类与测量:基于文本挖掘与问卷调查的量表开发
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-22 DOI: 10.1002/cb.2500
Dahye Han

This study aimed to develop the Korean Consumption Emotion List (KCEL), a contemporary scale for measuring discrete consumption emotions. While consumers increasingly seek emotional value in consumption, existing scales developed decades ago in Western contexts may not fully capture modern consumer emotions. As sociocultural factors shape consumption emotions, a new scale is needed. To address this, this study conducted three sequential studies using a psychometric scale development procedure. Study 1 generated 92 initial emotion items through big data analysis of post-purchase reviews. Study 2 refined the scale through consumer surveys, identifying 42 final items in 17 clusters and 2 dimensions through clustering and multidimensional scaling. The KCEL also demonstrated strong internal consistency and predictive validity. Study 3 applied the KCEL to examine emotion intensity in the context of satisfaction and dissatisfaction, confirming its applicability in diverse samples. The results suggest that the KCEL captures new consumption emotions previously unaccounted for in existing scales, reflecting shifts in modern consumption patterns. By establishing a discrete structure of consumption emotions, the KCEL expands the discussions on the role of consumption emotions in consumer behavior, strengthening prior research. These results highlight the importance of a discrete measurement and present the KCEL as a valuable tool for academic and marketing applications.

本研究旨在开发韩国消费情绪表(KCEL),这是一种测量离散消费情绪的当代量表。虽然消费者越来越多地在消费中寻求情感价值,但几十年前在西方背景下开发的现有量表可能无法完全捕捉现代消费者的情感。随着社会文化因素对消费情绪的影响,需要一个新的尺度。为了解决这个问题,本研究使用心理测量量表开发程序进行了三个连续的研究。研究1通过对购后评价的大数据分析,生成了92个初始情绪项。研究2通过消费者调查对量表进行细化,通过聚类和多维标度,确定了17个聚类和2个维度的42个最终项目。KCEL也显示出较强的内部一致性和预测效度。研究3将KCEL应用于满意度和不满意度情境下的情绪强度检验,证实了其在不同样本中的适用性。结果表明,KCEL捕获了以前在现有量表中未考虑到的新的消费情绪,反映了现代消费模式的转变。通过建立消费情绪的离散结构,KCEL扩展了对消费情绪在消费者行为中的作用的讨论,加强了先前的研究。这些结果突出了离散测量的重要性,并将KCEL作为学术和营销应用的有价值的工具。
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引用次数: 0
Semi-Human Artificial Intelligence: The Effect of Search Modality (Text vs. Voice) on Perceived Eeriness and Consumers' Purchase Intention 半人类人工智能:搜索方式(文本vs语音)对感知怪诞和消费者购买意愿的影响
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-21 DOI: 10.1002/cb.2496
Atieh Poushneh, Richard S. Gearhart

Advances in artificial intelligence (AI) have changed the relationships between humans and machines. AI can exhibit human-like characteristics in its behavior, prompting humans to view it as a semi-human. Companies embed humanlike traits in AI to facilitate interaction with consumers. As humanlike traits in AI increase, people may perceive it as eerie. Yet, there is no consensus on the effect of search modalities (text vs. voice) on humanlike traits in AI. In addition, it is not clear which humanlike traits in AI influence eeriness and purchase intention. To address the gaps, we utilized anthropomorphism theory and human psychological needs to identify why people perceive more autonomy, competence, and social presence in voice-based AI compared with text-based AI. We employed a quasi-experiment (one group) consisting of 385 participants, and two experiments: pretest 2 consisted of 130 participants (two groups: experimental and control groups) and the main experiment consisted of 528 participants (two groups: experimental and control groups). We used Amazon Mechanical Turk and recruited participants in the USA who completed between 500 to 1000 HITS with a 90% approval rate. Results reveal that voice searching in AI evokes greater autonomy, competence, and social presence. Utilizing the uncanny valley effect, results showed that perceived competence lowers perceived eeriness and thereby enhances purchase intention. Although social presence enhances perceived eeriness, it increases purchase intention. In addition, perceived autonomy triggers eeriness, yet it increases consumers' purchase intention for low-involvement products. Additionally, we examined the interaction effects of self-construal and autonomy, competence, and social presence on eeriness. We also suggest practical implications for AI developers and research limitations, and directions for future research.

人工智能(AI)的进步改变了人与机器之间的关系。人工智能可以在其行为中表现出类似人类的特征,促使人类将其视为半人类。公司在人工智能中嵌入类似人类的特征,以促进与消费者的互动。随着人工智能类人特征的增加,人们可能会觉得它很怪异。然而,对于人工智能中搜索模式(文本与语音)对类人特征的影响,目前还没有达成共识。此外,目前尚不清楚人工智能中的哪些类人特征会影响怪异感和购买意愿。为了解决这些差距,我们利用拟人化理论和人类的心理需求来确定为什么与基于文本的人工智能相比,人们在基于语音的人工智能中感受到更多的自主权、能力和社会存在感。采用准实验(一组)385人,前测2实验(两组:实验组和对照组)130人,主实验(两组:实验组和对照组)528人。我们使用了Amazon Mechanical Turk,并在美国招募了完成了500到1000次HITS的参与者,满意率为90%。结果显示,人工智能中的语音搜索唤起了更大的自主权、能力和社交存在感。利用恐怖谷效应,研究结果表明,感知能力降低了感知怪异感,从而提高了购买意愿。虽然社交存在增强了怪异感,但它增加了购买意愿。此外,自主性感知会引发恐惧感,但也会增加消费者对低介入产品的购买意愿。此外,我们还研究了自我理解和自主性、能力和社会存在对怪异感的相互作用。我们还提出了对人工智能开发者的实际意义和研究局限性,以及未来研究的方向。
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引用次数: 0
CSR Communications: The Effects of CSR Activities and Communication Channels 企业社会责任传播:企业社会责任活动的效果与传播渠道
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-20 DOI: 10.1002/cb.2494
Hsin-Hui Sunny Hu

This study seeks to address the existing gap by examining how consumer responses vary based on the type of corporate social responsibility (CSR) activity and communication channels through two experimental studies. Study 1 investigates the effects of CSR activity on CSR perception and moral elevation, while also exploring the moderating role of cultural orientation, specifically individualism versus collectivism. Study 2 focuses on the influence of CSR activity and communication channels on consumer attitudes, moderated by consumer skepticism. The findings indicate that CSR activity significantly shapes consumer perceptions and moral elevation. Additionally, individualism and collectivism were found to moderate the impact of CSR activity on CSR perception. Furthermore, the interaction between CSR activity and communication channels differentially affects consumer attitudes depending on the level of consumer skepticism. Lastly, CSR perception and moral elevation emerged as important mediators in the relationships between CSR activity and consumer citizenship behaviors.

本研究通过两项实验研究,考察了消费者对企业社会责任(CSR)活动类型和沟通渠道的反应如何不同,旨在解决现有的差距。研究1考察了企业社会责任活动对企业社会责任感知和道德提升的影响,同时也探讨了文化取向的调节作用,特别是个人主义与集体主义。研究2侧重于企业社会责任活动和沟通渠道对消费者态度的影响,并受消费者怀疑态度的调节。研究结果表明,企业社会责任活动显著地塑造了消费者的认知和道德提升。此外,个人主义和集体主义对企业社会责任活动对企业社会责任感知的影响具有调节作用。此外,企业社会责任活动与沟通渠道之间的相互作用对消费者态度的影响取决于消费者的怀疑程度。最后,企业社会责任认知和道德提升成为企业社会责任活动与消费者公民行为之间关系的重要中介。
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引用次数: 0
A New Method to Investigate the Presence of the Echo Chamber Effect on Consumer Behavior 一种研究回声室效应对消费者行为影响的新方法
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2025-04-14 DOI: 10.1002/cb.2493
Amin Mahmoudi, Dariusz Jemielniak

While existing studies primarily explore the echo chamber effect in bipolar discourse, this study demonstrates that echo chambers also influence consumer behavior, where like-minded consumers significantly shape their peers' preferences. We propose a comprehensive model that identifies and analyzes echo chambers through consumers review text and network structures. Key findings from two real-world datasets reveal that like-minded consumers exhibit greater alignment in review content, stronger network cohesion, and more consistent behavioral patterns over time compared to non-like-minded consumers. These findings highlight the short-term influence of peers and the reinforcement of opinion trajectories, providing valuable insights into consumer behavior and marketing strategies. Furthermore, our results validate existing theories in consumer behavior, including social influence, confirmation bias, and online brand communities.

虽然现有研究主要探讨双相情感障碍话语中的回音室效应,但本研究表明回音室也影响消费者行为,其中志同道合的消费者显着影响其同伴的偏好。我们提出了一个综合模型,通过消费者评论文本和网络结构来识别和分析回声室。来自两个真实世界数据集的主要发现表明,与非志同道合的消费者相比,志同道合的消费者在评论内容上表现出更大的一致性,更强的网络凝聚力和更一致的行为模式。这些发现强调了同伴的短期影响和意见轨迹的强化,为消费者行为和营销策略提供了有价值的见解。此外,我们的研究结果验证了现有的消费者行为理论,包括社会影响、确认偏差和在线品牌社区。
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引用次数: 0
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Journal of Consumer Behaviour
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