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More space needed: Social disconnectedness predicts the aversion to crowdedness 需要更多空间社会脱节预示着对拥挤的厌恶
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-05-01 DOI: 10.1002/cb.2341
Hou Ian Chui, Robin Chark

Feelings of belongingness threat are common nowadays. The lack of social support received from friends and family leads to social disconnection. Our objective is to investigate the effect of unmet need to belong on preference for crowdedness. Expecting the prospects to interact and reconnect with others, socially disconnected consumers may be more receptive to crowdedness. By contrast, social disconnection may sensitize consumers to potential social threat and thus drive them away from the crowds. To find out how socially disconnected consumers react to crowdedness, three quasi-experiments with more than 1500 participants (Mage = 35.9, 64% female) from an online panel were conducted. Our findings support the latter hypothesis. We manipulate the crowdedness of the service setting, while the natural variation of social disconnectedness was captured by measuring participants' unmet need to belong. Socially disconnected consumers are averse to social crowding (Studies 1 and 2). Specifically, regression analyses reveal that crowdedness has a negative impact on attitude and word-of-mouth recommendation. Importantly, the effect of crowdedness is found exaggerated by unmet need to belong. Disconnected consumers avoid social crowding since they may consider getting too close an invasion of personal space. The findings on preference for space are extended to time in Study 3. In particular, busyness interacts with unmet need to belong such that disconnected consumers avoid busy schedules in package tours. Findings from the three studies together suggest a general preference for more psychological space when need to belong is not met.

归属感受到威胁是当今社会的普遍现象。缺乏来自朋友和家人的社会支持会导致与社会脱节。我们的目的是研究未满足的归属需求对拥挤偏好的影响。期望与他人互动和重新建立联系的消费者可能更容易接受拥挤。相比之下,与社会脱节可能会使消费者对潜在的社会威胁敏感,从而驱使他们远离人群。为了弄清与社会脱节的消费者对拥挤的反应,我们从一个在线小组中挑选了超过 1500 名参与者(Mage = 35.9,64% 为女性)进行了三次准实验。我们的研究结果支持后一种假设。我们操纵了服务环境的拥挤程度,同时通过测量参与者未得到满足的归属需求来捕捉社会脱节的自然变化。与社会脱节的消费者厌恶社会拥挤(研究 1 和 2)。具体来说,回归分析表明,拥挤度对态度和口碑推荐有负面影响。重要的是,未满足的归属感会加剧拥挤的影响。与外界隔绝的消费者会避免社交拥挤,因为他们可能会认为靠得太近是对个人空间的侵犯。在研究 3 中,关于空间偏好的发现延伸到了时间上。特别是,繁忙程度与归属感需求未得到满足之间的相互作用,使得 "与外界隔绝 "的消费者在套餐旅游中避免繁忙的日程安排。三项研究的结果共同表明,当归属需求未得到满足时,消费者普遍倾向于更多的心理空间。
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引用次数: 0
Flip that coin: Barriers, barrier-breakers, and full-adoption of digital payment methods 抛硬币:数字支付方式的障碍、破除障碍和全面采用
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-05-01 DOI: 10.1002/cb.2343
Irina Dimitrova, Peter Öhman

The purpose of this study is twofold: to examine the mediating effect of a number of barrier-breakers on the relationship between barriers and the intention to fully adopt digital payment methods; and to identify adopters-resisters' commenting behaviour when facing a full-adoption scenario. Mixed methods were applied. The PROCESS macro method was used to analyse 388 survey responses and test the mediating effects. The main study reveals that the privacy, security, and access barriers can be reduced by increasing the credibility and usefulness barrier-breakers, respectively. However, the impersonalisation barrier is found to be unaffected by the social influence barrier-breaker. Based on 91 collected and analysed comments, the netnographic-based follow-up study identifies social media commenting behaviours caused by a major bank's decision to stop handling cash. Among the more frequent such behaviours are boycotting and aggressive comments.

本研究有两个目的:研究一些障碍打破者对障碍与全面采用数字支付方法的意愿之间关系的中介效应;确定采用者-抵制者在面对全面采用情景时的评论行为。采用了混合方法。采用 PROCESS 宏方法分析了 388 份调查回复,并检验了中介效应。主要研究结果表明,隐私、安全和访问障碍可分别通过增加可信度和实用性障碍打破因素来减少。但是,非个人化障碍不受社会影响障碍消除因素的影响。根据收集和分析的 91 条评论,基于网络地理的后续研究确定了一家大型银行决定停止处理现金所引发的社交媒体评论行为。其中比较常见的行为是抵制和攻击性评论。
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引用次数: 0
Using neural data to forecast aggregate consumer behavior in neuromarketing: Theory, metrics, progress, and outlook 利用神经数据预测神经营销中的总体消费者行为:理论、衡量标准、进展与展望
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-29 DOI: 10.1002/cb.2324
Xiaoqiang Yao, Yiwen Wang

The field of using neural data to forecast aggregate consumer choice has garnered attention in the past decade, holding substantial promise for both researchers and practitioners. However, a comprehensive understanding of this emerging field is lacking. This paper aims to bridge that gap by summarizing existing research, encompassing relevant theories, metrics, progress, and future directions. We begin by introducing the concept of neuroforecasting within the field of neuromarketing. We then delve into theories that leverage neural data for forecasting aggregate choice, including affect-integration-motivation framework, frontal asymmetry, and inter-subject correlation. Subsequently, we review various metrics, including self-reported, behavioral, and neural metrics employed to forecast market-level behavior, presenting key findings from relevant studies. Furthermore, we examine the strengths and weaknesses of this field. Advantages of this approach include its ability to offer effective predictions of consumer behavior and provide enhanced insights into consumer preferences and choices, while its weaknesses encompass relatively high cost, sample size constraints, issues of ecological validity, and challenges related to reverse inference. In conclusion, future research should prioritize integrating diverse data types with machine learning techniques to forecast the outcomes of marketing campaigns in advance. Additionally, a deeper exploration of the psychological and cognitive processes underlying successful predictions can augment predictive accuracy and effectiveness. This review provides a systematic overview for researchers and practitioners in this field, offering valuable insights and guidance for future research endeavors and industry applications.

在过去十年中,利用神经数据预测消费者总体选择的领域备受关注,为研究人员和从业人员带来了巨大的发展前景。然而,人们对这一新兴领域还缺乏全面的了解。本文旨在通过总结现有研究,包括相关理论、指标、进展和未来方向,来弥补这一不足。我们首先介绍了神经营销领域中的神经预测概念。然后,我们深入探讨了利用神经数据预测总体选择的理论,包括情感-整合-动机框架、额叶不对称和受试者间相关性。随后,我们回顾了用于预测市场行为的各种指标,包括自我报告指标、行为指标和神经指标,并介绍了相关研究的主要发现。此外,我们还探讨了这一领域的优缺点。这种方法的优点包括能够对消费者行为进行有效预测,并增强对消费者偏好和选择的洞察力,而缺点则包括成本相对较高、样本规模限制、生态有效性问题以及与反向推理相关的挑战。总之,未来的研究应优先考虑将不同类型的数据与机器学习技术相结合,提前预测营销活动的结果。此外,深入探讨成功预测背后的心理和认知过程也能提高预测的准确性和有效性。本综述为该领域的研究人员和从业人员提供了系统的概述,为未来的研究工作和行业应用提供了宝贵的见解和指导。
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引用次数: 0
Going green to repair damaged self-concept: The interplay of self-deficit and benefit appeals on green consumer behavior 通过绿色消费修复受损的自我概念:自我缺失与利益诉求对绿色消费行为的相互作用
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-25 DOI: 10.1002/cb.2335
Sujin Kim

This research is an empirical investigation of the interaction effect between self-deficit and benefit-appeal message framing upon subsequent environmental sustainability decision-making. Based on the self-discrepancy theory, the current research demonstrates that behavioral intentions that encourage environmental sustainability could serve as a means of compensating for the self-deficit appraisal. Two online experiments empirically test that self-deficit moderated the effect of benefit-appeal (self vs. other) on ad evaluation and purchasing intention toward an environmentally sustainable brand. In particular, Study 1 demonstrated that when in a self-deficit state, self-benefit appeals are more effective than altruistic other-benefit appeals in enhancing positive advertising evaluation and purchase intention toward a brand that advocates environmental sustainability. On the other hand, the opposite pattern was captured when self-deficit was minimized. Study 2 replicated these findings using a different brand, confirming the interaction effect between self-deficit and benefit appeal, and further investigated whether consumers' positive ad evaluation mediates the interaction effect of benefit appeals and self-deficit on purchase intention. The findings also offer managerial implications recommending that advertisers and marketers tailor their ad messaging to match consumers' desires and wants.

本研究对自我缺陷与利益诉求信息框架对后续环境可持续性决策的交互影响进行了实证调查。基于自我缺失理论,本研究表明,鼓励环境可持续发展的行为意向可以作为自我缺失评价的一种补偿手段。两项在线实验实证检验了自我缺陷调节了利益诉求(自我与他人)对环境可持续品牌的广告评价和购买意向的影响。其中,研究 1 表明,当处于自我缺失状态时,自我利益诉求比利他主义的其他利益诉求更能有效地提高对环境可持续发展品牌的正面广告评价和购买意向。另一方面,当自我缺失最小化时,则出现了相反的模式。研究 2 使用不同的品牌重复了这些发现,证实了自我缺失与利益诉求之间的交互效应,并进一步研究了消费者的正面广告评价是否会调节利益诉求与自我缺失对购买意向的交互效应。研究结果还提供了管理方面的启示,建议广告商和营销人员根据消费者的愿望和需求调整广告信息。
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引用次数: 0
Product type and anticipated regret: The key to unlocking consumer upgrade intention 产品类型和预期遗憾:开启消费者升级意向的钥匙
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-18 DOI: 10.1002/cb.2326
Xuan Zhang, Hanyu Chen, Yuki, Jianuo Ma, Nora

As products are constantly updated, brands launch increasingly different versions thereof, and consumers frequently face upgrade choices. However, when and why consumers choose to upgrade has received limited attention. This article thus sheds new light on consumer upgrade intention by distinguishing a novel antecedent, product type (material vs. experiential). Three online studies with 642 participants from the US were conducted; we used t-tests and bootstrapped mediation analysis via PROCESS Model 4 to analyze the data. The results of these studies reveal that consumers are more likely to upgrade experiential products than material products. Moreover, this effect is mediated by a heightened sense of anticipated regret rather than upgrade degree or perceived product closeness. Specifically, consumers feel greater anticipated regret if they do not upgrade experiential products (vs. material products), which leads to their higher upgrade intentions toward experiential products. This research therefore significantly extends regret regulation theory, provides important insights into the relationship between product type and upgrade intention, and offers valuable knowledge for brands seeking to optimize their marketing strategies.

随着产品的不断更新,品牌推出的版本也越来越多,消费者经常面临升级的选择。然而,消费者何时以及为何选择升级却很少受到关注。因此,本文通过区分产品类型(物质型与体验型)这一新颖的前因,为消费者的升级意向提供了新的视角。我们对来自美国的 642 名参与者进行了三项在线研究,并通过 PROCESS 模型 4 使用 t 检验和引导中介分析法对数据进行了分析。研究结果表明,与物质产品相比,消费者更倾向于升级体验产品。此外,这种效应是由预期遗憾感的增强而非升级程度或感知到的产品亲近感所促成的。具体来说,如果消费者不升级体验型产品(相对于物质型产品),他们会感到更大的预期遗憾,这导致他们对体验型产品有更高的升级意愿。因此,这项研究极大地扩展了后悔调节理论,为产品类型与升级意向之间的关系提供了重要见解,并为品牌寻求优化其营销策略提供了有价值的知识。
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引用次数: 0
Compulsive shopping behavior and disvalues 强迫性购物行为和不价值观
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-17 DOI: 10.1002/cb.2339
Luigi Piper, Lucrezia Maria de Cosmo, Gianluigi Guido

The aim of this study is to analyze whether disvalues—that is, undesirable traits and emotions that have a negative impact on the individual and are reflected in the Seven Deadly Sins (anger, envy, gluttony, greed, lust, pride, and sloth) and the Dark Triad traits (narcissism, machiavellianism, and psychopathy)—have a predictive power for pathological and uncontrollable shopping behavior (compulsive shopping). Two studies were conducted on as many consumer samples to examine the relationship between disvalues and compulsive shopping behavior and the influence of personality traits on this relationship. The results of Study 1 confirmed that anger, envy, gluttony, and pride, as well as psychopathy directly influence compulsive shopping behavior. In addition, two types of consumers were identified: those who are guided by values (Sober and Light consumers) and those who are guided by disvalues (Vicious and Dark consumers). Only the latter exhibit a high levels of compulsive shopping behavior. Study 2 found that personality traits (in terms of the Big Five factors) moderate the relationship between disvalues and compulsive shopping behavior. More specifically, this relationship is negatively moderated by conscientiousness and agreeableness, and positively moderated by neuroticism.

本研究旨在分析不价值观--即对个人有负面影响的不良特征和情绪,反映在七宗罪(愤怒、嫉妒、贪食、贪婪、欲望、骄傲和懒惰)和黑暗三联征(自恋、大男子主义和心理变态)中--是否对病态的、无法控制的购物行为(强迫性购物)具有预测力。我们对多个消费者样本进行了两项研究,以考察不价值观与强迫性购物行为之间的关系,以及人格特质对这种关系的影响。研究 1 的结果证实,愤怒、嫉妒、贪吃和骄傲以及心理变态会直接影响强迫性购物行为。此外,研究还发现了两类消费者:一类是受价值观引导的消费者(清醒型和光明型消费者),另一类是受不价值观引导的消费者(恶毒型和黑暗型消费者)。只有后者表现出较高的强迫性购物行为。研究 2 发现,人格特质(就大五因素而言)可以调节不价值观与强迫性购物行为之间的关系。更具体地说,这种关系受到自觉性和合意性的负向调节,而受到神经质的正向调节。
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引用次数: 0
Users, AI, or professional designers? The impacts of inspiration stimuli on customers' willingness to participate in user design 用户、人工智能还是专业设计师?灵感刺激对客户参与用户设计意愿的影响
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-17 DOI: 10.1002/cb.2338
Chenyue Qi, Xiaojing Wang, Hao Zhang

This study aims to explore how different sources of inspiration (namely, users, artificial intelligence (AI), and professional designers) as external stimuli influence customers' willingness to participate in user design. Results from four experiments show that inspiration from users, AI, and professional designers all positively influence customers' willingness to participate in user design. Self-competence is found to mediate such effects. Moreover, we further identify that the effects of inspiration stimuli on customers' willingness to participate in user design is moderated by customer knowledge and product type (hedonic vs. utilitarian). Customers with low level of knowledge are more likely to be inspired by user designs and AI-generated designs than professional designer counterparts. For utilitarian products, customers are more likely to be inspired by user designs and AI-generated designs. In contrast, for hedonic products, customers are more likely to draw inspiration from professional designers. Our finding suggests that open innovation communities should offer a variety of designs from users and AI to inspire their users, thus encouraging their participation in user design.

本研究旨在探讨不同的灵感来源(即用户、人工智能(AI)和专业设计师)作为外部刺激如何影响客户参与用户设计的意愿。四个实验的结果表明,来自用户、人工智能和专业设计师的灵感都会对客户参与用户设计的意愿产生积极影响。自我胜任能力被认为是这种影响的中介。此外,我们进一步发现,灵感刺激对客户参与用户设计意愿的影响受客户知识和产品类型(享乐型与功利型)的调节。与专业设计师相比,知识水平低的顾客更有可能从用户设计和人工智能生成的设计中获得灵感。对于实用型产品,顾客更有可能从用户设计和人工智能生成的设计中获得灵感。相比之下,对于享乐型产品,顾客更倾向于从专业设计师那里获得灵感。我们的研究结果表明,开放式创新社区应提供来自用户和人工智能的各种设计来激发用户的灵感,从而鼓励他们参与用户设计。
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引用次数: 0
Framing brand concept of vertical line extensions: The moderating role of believability 塑造垂直产品线延伸的品牌概念:可信度的调节作用
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-15 DOI: 10.1002/cb.2337
Nicolas Pontes, Fernanda Polli Leite, David Goyeneche

This article examines the influence of framing a brand's concept as functional versus symbolic in the advertising of a new vertical line extension. In this research, we carried out two online experiments and collected data from 415 participants recruited from MTurk to investigate the moderating role of believability on the effect of brand concept framing on consumers' purchase intentions of vertical line extensions. The results indicate that (i) consumers evaluate a vertical extension advertising message more positively when it is framed in a consistent manner with the targeted price/quality segment and not with its parent brand or existing product line and that (ii) this effect is moderated by consumer believability such that an advertising framing effect is found for high, but not low, in believability. Perceptions of category fit mediate the relationship between framing brand concept and the evaluation of the extension. This study contributes to the advertising and marketing literature by exploring how consumers can interpret brand concept framing in advertising messages of vertical line extensions differently depending on their level of believability and, in turn, influence their purchase intentions.

本文探讨了在新的垂直产品线延伸广告中,将品牌概念框定为功能性与象征性的影响。在这项研究中,我们进行了两次在线实验,收集了从MTurk上招募的415名参与者的数据,研究了可信度对品牌概念框架对消费者垂直产品线延伸购买意向影响的调节作用。结果表明:(i) 当垂直延伸广告信息的框架与目标价格/质量细分市场相一致,而不是与其母品牌或现有产品线相一致时,消费者对该广告信息的评价更积极;(ii) 这种效应受消费者可信度的调节,因此在可信度高的情况下会发现广告框架效应,而在可信度低的情况下则不会。对品类契合度的认知是品牌概念框架与扩展评价之间关系的中介。本研究通过探讨消费者如何根据其可信度对垂直产品线延伸广告信息中的品牌概念框架做出不同的解释,进而影响其购买意向,为广告和营销文献做出了贡献。
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引用次数: 0
How does green consumers' self-concept promote willingness to pay more? A sequential mediation effect of green product virtue and green perceived value 绿色消费者的自我概念如何促进支付更多费用的意愿?绿色产品美德与绿色感知价值的顺序中介效应
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-15 DOI: 10.1002/cb.2328
Swapnil Ganesh Tawde, ShabbirHusain RV

This study investigates the consumers' processing route of WTPM for green products from consumers' self-concepts. Employing the norm activation model and Lazarus appraisal theory, this study proposes the direct and indirect routes of self-concepts (i.e., green and product self-concepts) that influence consumers' WTPM. The causal chain of green product virtue and green perceived value is explored. Online survey data for 313 Indian green consumers inform the findings. The findings reveal that consumers' product self-concept and green self-concept influence their WTPM through green product virtue and green perceived value. Such findings support the sequential mediation effect. This study provides an alternative and novel psychological mechanism for how consumers' self-concepts can influence WTPM through green product virtue and green perceived value. The findings inform green marketers to use green product virtue and green perceived value to induce green consumers' WTPM while designing effective segmentation and communication strategies.

本研究从消费者的自我概念出发,探讨了消费者对绿色产品WTPM的处理路径。本研究运用规范激活模型和 Lazarus 评价理论,提出了影响消费者 WTPM 的自我概念(即绿色产品自我概念和产品自我概念)的直接和间接路径。探讨了绿色产品美德与绿色感知价值的因果链。313 位印度绿色消费者的在线调查数据为研究结果提供了参考。调查结果显示,消费者的产品自我概念和绿色自我概念通过绿色产品美德和绿色感知价值影响其 WTPM。这些发现支持了顺序中介效应。本研究为消费者的自我概念如何通过绿色产品美德和绿色感知价值影响 WTPM 提供了另一种新颖的心理机制。研究结果有助于绿色营销人员在设计有效的细分和沟通策略时,利用绿色产品美德和绿色感知价值来诱导绿色消费者的WTPM。
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引用次数: 0
Multifactor synergistic influence of data intelligence on consumer mobile shopping 数据智能对消费者移动购物的多因素协同影响
IF 4.4 3区 管理学 Q2 BUSINESS Pub Date : 2024-04-14 DOI: 10.1002/cb.2334
Junhong He, Zengpeng Liu, Fu Li, Huijian Fu, Yang Zhou

Data intelligence (DI) is constantly influencing consumers. According to the theory of environmental psychology model, when consumers are stimulated by enterprise DI in mobile shopping, they can easily transform emotional reactions into corresponding behaviors. Based on this theory, this research adopts a hybrid method combining qualitative interview and fuzzy set qualitative comparative analysis (fsQCA) to explore the multifactor synergistic effects of DI factors on consumer emotions and mobile shopping intentions. Study 1 extracts five DI factors through qualitative study using NVivo software. All but one of the five DI factors had strong effects on consumer emotions. Study 2 uses the fsQCA method to analyze large-sample survey data, revealing four configurations of DI factors that trigger positive consumer emotions and three that trigger mobile shopping intentions. The presence of intelligent search, intelligent recommendations, and intelligent logistics are the core conditions that trigger positive consumer emotions and mobile shopping intentions, while the presence or absence of intelligent customer service and intelligent pricing trigger positive consumer emotions and mobile shopping intentions. The research results supplement the existing theories and provide practical guidance for enterprises in DI stimulus design and government in DI environment construction.

数据智能(DI)不断影响着消费者。根据环境心理学模型理论,当消费者在移动购物中受到企业 DI 的刺激时,很容易将情绪反应转化为相应的行为。基于这一理论,本研究采用定性访谈与模糊集定性比较分析(fsQCA)相结合的混合方法,探讨数据智能因素对消费者情感和移动购物意向的多因素协同效应。研究 1 通过使用 NVivo 软件进行定性研究,提取了五个 DI 因素。除一个因素外,其他五个 DI 因素都对消费者情绪产生了强烈影响。研究 2 采用 fsQCA 方法分析了大样本调查数据,揭示了引发消费者积极情绪的四种 DI 因素配置和引发移动购物意愿的三种 DI 因素配置。智能搜索、智能推荐和智能物流的存在是引发消费者积极情绪和移动购物意愿的核心条件,而智能客服和智能定价的存在与否则会引发消费者积极情绪和移动购物意愿。研究成果是对现有理论的补充,为企业的 DI 刺激设计和政府的 DI 环境建设提供了实践指导。
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引用次数: 0
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Journal of Consumer Behaviour
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