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To What Extent Did Social Media Use Contribute to Financial Hardship During the COVID-19 Pandemic? 在COVID-19大流行期间,社交媒体的使用在多大程度上导致了经济困难?
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2026-01-13 DOI: 10.1111/joca.70037
Abbey Bartosiak, Cäzilia Loibl, Haotian Zheng, Stephen Roll

The link between social media use and financial outcomes is still emerging. This study examines the association between communication through social media, financial outcomes, and the potential mediating role of fear of missing out. Using data from a national survey on the socio-economic impacts of the COVID-19 pandemic (n = 4178), linear regression results show that greater social media use is positively associated with difficulty in making ends meet and lacking emergency savings. Furthermore, fear of missing out mediates the relationship between social media use and both adverse financial outcome measures. It appears that social media use and a higher propensity to experience fear of missing out can be negatively related to a person's financial situation. The results of this study have implications for consumer financial behaviors related to social media communication.

社交媒体使用与财务结果之间的联系仍在逐渐显现。这项研究考察了通过社交媒体进行沟通、财务结果以及害怕错过的潜在中介作用之间的联系。利用关于COVID-19大流行的社会经济影响的全国调查数据(n = 4178),线性回归结果显示,更多的社交媒体使用与维持生计困难和缺乏应急储蓄呈正相关。此外,对错过的恐惧调节了社交媒体使用与两种不利财务结果指标之间的关系。社交媒体的使用和对错过的更高恐惧倾向似乎与一个人的财务状况呈负相关。本研究结果对与社交媒体传播相关的消费者金融行为具有启示意义。
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引用次数: 0
Panic-Buying Behavior Is No More a Cosmetic Behavior: A Bibliometric Review and Future Research Agenda 恐慌性购买行为不再是一种美容行为:文献计量学回顾和未来研究议程
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2026-01-13 DOI: 10.1111/joca.70036
Shalini Sahni, Vikas Arya, D. El-Manstrly, Amee Agrawal, Smita M. Gaikwad, Rani Susmitha

The proliferation of consumer panicbuying behavior is unpredictable and sudden in situations such as wars, pandemics, and oil crises, indicating its multifarious nature. Despite global prevalence, understanding the phenomenon holistically remains a challenge. This study systematically reviews the literature on panic buying through bibliometric analysis combined with content analysis of 73 articles published between 1998 and 2022. To provide comprehensive understanding of panic-buying behavior during pandemics, the literature is divided into timeframes based on each pandemic's magnitude. The study examines the thematic evolution of PB research based on pandemics and utilizes co-citation network to identify the intellectual structure of scholarly work. The co-citation analysis identified four distinct clusters clarifying the conceptual structure of panic buying. Content analysis uncovered emerging and declining themes, revealing two additional hidden clusters that illustrate panic buying evolution over time. This study offers valuable insights into consumer behaviors associated with crises and scarcity events, and suggests directions for future research.

在战争、流行病和石油危机等情况下,消费者恐慌性购买行为的激增是不可预测的和突然的,表明了其多样性。尽管这一现象在全球普遍存在,但从整体上理解这一现象仍然是一个挑战。本研究采用文献计量分析结合内容分析的方法,对1998 - 2022年间发表的73篇关于恐慌性购买的文献进行系统回顾。为了全面了解大流行期间的恐慌性购买行为,文献根据每次大流行的严重程度划分了时间框架。本研究考察了基于流行病的PB研究的主题演变,并利用共引网络来确定学术工作的知识结构。共引分析确定了四个不同的集群,澄清了恐慌性购买的概念结构。内容分析揭示了新兴和衰落的主题,揭示了另外两个隐藏的集群,说明了恐慌性购买随着时间的推移而演变。本研究对消费者行为与危机和稀缺事件的关系提供了有价值的见解,并为未来的研究提出了方向。
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引用次数: 0
YOU HAVE BEEN WARNED: The Effect of California's Proposition 65 Warning on Consumer Perceptions and Evaluations 你已被警告:加州65号提案警告对消费者认知和评价的影响
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-12-11 DOI: 10.1111/joca.70035
Lauren Drury, Kristina Medvedeva, Katie Kelting

With cancer rates projected to rise sharply in the coming years, identifying effective preventative health measures to address the issue has become critically important. By adopting perceived risk and signaling theory as the theoretical lens, the current research examines one such unique and underexplored intervention—the Proposition 65 warning. Across four studies, the findings show that consumers' sensitivity to the Proposition 65 warning varies by product category and geographic location. The findings also reveal that the presence (vs. absence) of the Proposition 65 warning negatively affects evaluations of not only the product, but also the retailer that sells the product. In sum, the current research aims to draw greater attention to the Proposition 65 warning as a powerful intervention and calls for policy improvement by highlighting the practical implications for manufacturers and retailers.

由于预计未来几年癌症发病率将急剧上升,确定有效的预防保健措施来解决这一问题已变得至关重要。通过采用感知风险和信号理论作为理论视角,目前的研究考察了一种独特的、未被充分探索的干预措施——65号提案警告。通过四项研究,发现消费者对65号提案警告的敏感度因产品类别和地理位置而异。研究结果还表明,65号提案警告的存在(与不存在)不仅对产品的评价产生负面影响,而且对销售该产品的零售商也产生负面影响。总而言之,当前的研究旨在通过强调对制造商和零售商的实际影响,使人们更加关注65号提案警告作为一种强有力的干预措施,并呼吁政策改进。
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引用次数: 0
Incentivizing or Disincentivizing? How Perceived Social Mobility Affects Consumers' Risk Preference 激励还是抑制?感知社会流动性如何影响消费者的风险偏好
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-11-14 DOI: 10.1111/joca.70033
Heping He, Siwei Liu, Yongzhang Liu, Monika Kukar-Kinney

Individuals make subjective judgments about the probability of their current social class changing in the future, and this judgment is known as perceived social mobility. Studies have explored the impact of perceived social mobility on consumer psychology and behavior; however, they have not linked it to risk preference. Based on social cognitive theory, this research examines the impact of perceived social mobility on consumers' risk preference and its underlying mechanism. Five studies are conducted to test the proposed conceptual model. Findings indicate that low perceived social mobility reduces consumers' risk preference compared to high perceived social mobility, with self-efficacy playing a mediating role in this relationship. Alternative mediators, including sense of control and sense of power, are excluded. Time orientation plays a moderating role in this relationship. The findings advance research on perceived social mobility and risk preference, while guiding consumers to make informed consumption decisions that protect their interests.

个体对其当前社会阶层在未来发生变化的可能性做出主观判断,这种判断被称为感知社会流动性。研究探讨了感知社会流动性对消费者心理和行为的影响;然而,他们并未将其与风险偏好联系起来。基于社会认知理论,本研究探讨了感知社会流动性对消费者风险偏好的影响及其潜在机制。本文进行了五项研究来验证所提出的概念模型。研究发现,低感知社会流动性比高感知社会流动性降低了消费者的风险偏好,自我效能感在这一关系中起中介作用。替代性中介,包括控制感和权力感,被排除在外。时间取向在这一关系中起调节作用。这些发现推动了对感知社会流动性和风险偏好的研究,同时指导消费者做出明智的消费决策,保护他们的利益。
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引用次数: 0
The Dark Side of AI in Insurance: A Systematic Review of Mechanisms Linking AI Design Features to Consumer Harm 保险业中人工智能的阴暗面:对人工智能设计特征与消费者伤害之间联系机制的系统回顾
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-11-13 DOI: 10.1111/joca.70034
Zhangwei Zheng, Qin Lingda Tan, Xiaowei Zheng, Yaliu Yang

Artificial intelligence (AI) is reshaping insurance services, yet it introduces significant consumer risks such as privacy erosion, service exclusion, and trust deterioration. This systematic review clarifies how specific AI features—algorithmic opacity, hyper-personalization, and data-driven bias—trigger psychological responses and shape consumer decisions, ultimately producing negative outcomes. Drawing from 33 empirical studies, the review organizes fragmented findings using the TCCM (Theory–Context–Characteristic–Method) framework, revealing theoretical fragmentation, geographical concentration, and methodological imbalance. To move beyond static categorizations, the study proposes a novel Trigger–Psychology–Decision–Outcome (TPDO) framework that maps sequential pathways of consumer harm. Findings show that adverse consumer outcomes emerge primarily through fairness concerns, anxiety, and perceived loss of control, influencing behaviors such as disengagement and resistance to AI-enabled insurance systems. This mechanism-based synthesis provides theoretical clarity, outlines targeted avenues for future research, and informs consumer-centric governance of algorithmic insurance.

人工智能(AI)正在重塑保险服务,但它也带来了隐私侵蚀、服务排斥、信任恶化等重大消费者风险。这篇系统综述阐明了特定的人工智能特征——算法不透明、超个性化和数据驱动的偏见——是如何引发心理反应并影响消费者决策的,最终产生负面结果的。基于33项实证研究,本文采用TCCM (theory - contextual - characteristic - method)框架对零散的研究结果进行整理,揭示了理论碎片化、地域集中化和方法论失衡。为了超越静态分类,该研究提出了一个新的触发-心理-决策-结果(TPDO)框架,该框架绘制了消费者伤害的顺序路径。研究结果表明,不利的消费者结果主要是通过对公平的担忧、焦虑和感知失控而出现的,影响了诸如脱离和抵制人工智能支持的保险系统等行为。这种基于机制的综合提供了理论清晰度,概述了未来研究的目标途径,并为以消费者为中心的算法保险治理提供了信息。
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引用次数: 0
Revisiting Algorithmic Bounded Rationality With Potential Solutions: How Recommendation Systems Amplify Cognitive Biases in Consumer Decision-Making 用潜在的解决方案重新审视算法有限理性:推荐系统如何放大消费者决策中的认知偏差
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-11-08 DOI: 10.1111/joca.70032
Wookjae Heo

Algorithm-driven platforms have become central to modern consumer decision-making. While consumers have always been subject to bounded rationality, recent discussion suggests that personalized recommendation systems can further constrain consumer choices and, in turn, reinforce various cognitive biases. This article explores the theoretical underpinnings of bounded rationality in the context of algorithmically curated content, outlines key biases that are exacerbated by these systems, and discusses the societal implications of algorithmic confinement—from political polarization to consumer rights concerns. Finally, it proposes potential solutions, including policy-based interventions, forced diversity mechanisms, and consumer education approaches that can mitigate the adverse effects of algorithm-driven recommendation systems.

算法驱动的平台已经成为现代消费者决策的核心。虽然消费者总是受制于有限理性,但最近的讨论表明,个性化推荐系统可能会进一步限制消费者的选择,进而强化各种认知偏见。本文探讨了在算法策划内容的背景下有限理性的理论基础,概述了这些系统加剧的主要偏见,并讨论了算法限制的社会影响-从政治两极分化到消费者权利问题。最后,本文提出了潜在的解决方案,包括基于政策的干预、强制多样性机制和消费者教育方法,这些方法可以减轻算法驱动的推荐系统的不利影响。
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引用次数: 0
Examining Consumers' Illusion of Control and Impulsive Acquisition of Companion Animals: Effects on Future Distress and Abandonment Intention 消费者控制错觉与冲动获得伴侣动物:对未来痛苦与遗弃意愿的影响
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-11-03 DOI: 10.1111/joca.70030
Gonzalo Luna-Cortes

This research examines the effect of the illusion of control (IOC) on consumer impulsivity when acquiring a dog, as well as on other consequences associated with the well-being of both humans and pets. Four studies were conducted. Study 1 showed that the IOC is associated with potential owners' unrealistic optimism about their capabilities to train a dog and increased impulsivity in adopting the animal. Study 2 focused on a sample of dog owners. Owners who scored higher on the IOC perceived that their dogs exhibited more behavioral problems, leading to dissatisfaction with the animal. Study 3 further showed that owners' IOC and impulsivity were associated with future distress and intentions to relinquish their dogs. Finally, Study 4 presented a stimulus that mitigates the effect of the IOC on unrealistic optimism and impulsivity among potential owners, offering recommendations for consumers and marketers.

这项研究考察了控制错觉(IOC)对消费者购买狗时冲动的影响,以及与人类和宠物的幸福相关的其他后果。共进行了四项研究。研究1表明,IOC与潜在主人对自己训练狗的能力抱有不切实际的乐观态度以及收养狗的冲动有关。研究2集中在狗主人的样本上。在IOC得分较高的主人认为他们的狗表现出更多的行为问题,导致对动物的不满。研究3进一步表明,主人的IOC和冲动与未来的痛苦和放弃狗的意图有关。最后,研究4提出了一种刺激措施,减轻了IOC对潜在所有者不切实际的乐观和冲动的影响,为消费者和营销人员提供了建议。
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引用次数: 0
Impact of Information Overload on Consumer Decision-Making in the Agri-Food Sector: A Stimulus-Organism-Response Theory Perspective 信息超载对农业食品行业消费者决策的影响:刺激-机体-反应理论视角
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-11-03 DOI: 10.1111/joca.70031
Bingyu Ying, Yanqing Duan, Shuangyu Zheng, Xiaoping Zheng

In the era of big data and AI, consumers are confronted with an overwhelming amount of information and a wide range of choices when purchasing agri-food products online. This can significantly impact their decision-making processes. However, there is currently insufficient comprehensive understanding regarding how information overload influences consumer purchasing decisions in the agri-food sector and whether differences in personal cognition and knowledge moderate this effect. This study aims to address this knowledge deficiency. Drawing on the stimulus-organism-response (S-O-R) theory, an influence mechanism model is developed to examine the impact of information overload on consumers' decision deferral. A situational experiment involving 430 agri-food consumers is conducted to empirically test the proposed model. The results show that information overload significantly affects the level of consumer confusion. This, in turn, causes a deferral of purchase decisions. Furthermore, both cognitive need and consumer knowledge negatively moderate the relationship between information overload and consumer confusion.

在大数据和人工智能时代,消费者在网上购买农产品时面临着大量的信息和广泛的选择。这可以显著影响他们的决策过程。然而,对于信息超载如何影响农业食品部门消费者的购买决策,以及个人认知和知识的差异是否会调节这种影响,目前还缺乏全面的了解。本研究旨在解决这一知识缺陷。利用刺激-生物-反应理论,建立了信息过载对消费者决策延迟影响的影响机制模型。通过430名农产品消费者的情境实验对模型进行了实证检验。结果表明,信息超载显著影响消费者的混淆程度。这反过来又会导致购买决策的推迟。认知需求和消费者知识对信息超载与消费者混淆的关系均有负向调节作用。
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引用次数: 0
Measuring Crypto Literacy 测量密码读写能力
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-10-10 DOI: 10.1111/joca.70029
Michael Jones, Truong Luu, Jack, Binny M. Samuel

We present the construction and validation of a scale for measuring cryptocurrency knowledge. As users continue to adopt digital currencies and government agencies introduce more regulatory legislation, researchers need to understand the general public's degree of literacy in this area. Measuring financial literacy has encouraged policymakers and educators to create programs that improve financial decision-making and increase financial empowerment. However, there is no similar corresponding scale to measure cryptocurrency (crypto) literacy. We address this gap by developing a robust survey instrument. The scale's development involves a rigorous process of item generation, analysis, and criterion validity. The resultant Crypto Literacy Scale (CLS) is a standardized measurement tool that contributes to ongoing efforts in financial education and regulation in the context of digital currencies and blockchain technology. We suggest several paths for future research in the emerging field of crypto literacy.

我们提出了一个用于测量加密货币知识的量表的构建和验证。随着用户继续采用数字货币,政府机构引入更多的监管立法,研究人员需要了解公众在这一领域的素养程度。衡量金融素养鼓励政策制定者和教育工作者制定方案,改善金融决策,增强金融赋权。然而,没有类似的相应规模来衡量加密货币(crypto)读写能力。我们通过开发一种强大的调查工具来解决这一差距。量表的开发包括一个严格的项目生成、分析和标准有效性的过程。由此产生的加密识字量表(CLS)是一种标准化的测量工具,有助于在数字货币和区块链技术背景下进行金融教育和监管的持续努力。我们为新兴的加密读写领域的未来研究提出了几种路径。
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引用次数: 0
The Hedonic Penalty in Supporting Low-Income Consumers' Needs 支持低收入消费者需求的享乐惩罚
IF 3.2 3区 经济学 Q3 BUSINESS Pub Date : 2025-09-25 DOI: 10.1111/joca.70028
Hoori Rafieian, Anubhav Aggarwal, Eric Hamerman, Qi Di Zheng

This paper demonstrates that the more people attribute poverty to individualistic causes—such as a lack of effort—the less willing they are to support initiatives that address the non-basic needs of low-income communities. Accordingly, observers are more likely to (a) attribute a low-income individual's financial struggles to personal failings when that individual makes a hedonic (vs. utilitarian) consumption choice (Studies 1A and 1B), and consequently, (b) penalize them for those choices. We examine this hedonic penalty in two contexts: people are less likely to support government assistance programs for low-income individuals who engage in hedonic consumption (Study 1A), and they are less inclined to hire an equally qualified low-income job candidate who chooses hedonic over utilitarian spending (Study 2). Finally, we show that the hedonic penalty can be mitigated by making the importance and commonality of addressing hedonic needs more salient (Study 3).

这篇论文表明,人们越把贫困归因于个人主义的原因——比如缺乏努力——他们就越不愿意支持解决低收入社区非基本需求的举措。因此,观察者更有可能(a)将低收入个人的财务困境归因于个人的失败,当这个人做出享乐主义(与功利主义)的消费选择时(研究1A和1B),并因此(b)惩罚他们的选择。我们在两种情况下研究了这种享乐惩罚:人们不太可能支持政府为从事享乐消费的低收入个人提供的援助计划(研究1A),他们不太倾向于雇用同样合格的低收入求职者,他们选择享乐消费而不是功利消费(研究2)。最后,我们表明,享乐惩罚可以通过使满足享乐需求的重要性和共性更加突出来减轻(研究3)。
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引用次数: 0
期刊
Journal of Consumer Affairs
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