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Household Financial Wellbeing During the COVID-19 Pandemic: An Instrumental Variable Approach 2019冠状病毒病大流行期间的家庭财务状况:工具变量方法
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-06-24 DOI: 10.1111/joca.70018
Nilton Porto, Gary R. Mottola, Olivia Valdes

Using data from the 2021 wave of the FINRA Foundation's National Financial Capability Study (NFCS), collected between June and October 2021, we found that adults in households where at least one member contracted the COVID-19 virus had lower financial wellbeing and were more likely to be financially fragile than those in which no members had contracted the virus. Our analyses also revealed that COVID-19-positive households were more likely to report experiencing objective general financial difficulties and difficulties specifically tied to medical costs and debt. Further, to assess whether evidence of a causal link between a COVID-19 infection and negative financial outcomes existed, we used state vaccination rates as an instrumental variable. Our analysis supported a causal link and contributes to a growing body of research on the effects of the pandemic on household finances. Together, our findings can inform how policy makers and other stakeholders may want to respond to the financial repercussions caused by future global health crises and disruptions.

使用2021年6月至10月期间收集的美国金融业监管局基金会国家财务能力研究(NFCS) 2021年波的数据,我们发现,在至少有一名成员感染COVID-19病毒的家庭中,成年人的财务状况较差,并且比没有成员感染病毒的家庭更有可能在财务上脆弱。我们的分析还显示,covid -19阳性家庭更有可能报告遇到客观的一般财务困难以及与医疗费用和债务具体相关的困难。此外,为了评估COVID-19感染与负面财务结果之间是否存在因果关系的证据,我们使用州疫苗接种率作为工具变量。我们的分析支持了一种因果关系,并有助于越来越多的关于大流行对家庭财务影响的研究。总之,我们的研究结果可以为决策者和其他利益攸关方可能希望如何应对未来全球卫生危机和中断造成的财务影响提供信息。
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引用次数: 0
Exploratory Factor Analysis of Financial Services and Products Indicators: The Dimensionality of Financial Access 金融服务与产品指标的探索性因子分析:金融准入的维度
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-06-18 DOI: 10.1111/joca.70016
Yingying Zhang, Julie Birkenmaier, Jin Huang

This study explores the underlying dimensions of mainstream financial services and products commonly used to measure consumer financial access, whose psychometric properties remain underexplored. Based on 2023 data collected online from a national sample of 1085 respondents, Exploratory Factor Analysis (EFA) was conducted to identify the latent structure of the financial access measure. The analysis identified three distinct factors, accounting for 41% of the total variance: (1) Basic banking services (checking and savings accounts); (2) Advanced financial services (retirement accounts, Certificate of Deposits, investments, disability insurance, life insurance, bank loan, line of credit, financial counseling/coaching, and credit score); and (3) Mobile/online banking services (mobile banking, transfer applications, and debit cards). These findings underscore the academic and practical significance of evaluating financial access using a comprehensive set of financial products and services across these three categories. The results offer a validated framework for improving financial access measurement and informing inclusive financial policies.

本研究探讨了主流金融服务和产品的潜在维度,这些服务和产品通常用于衡量消费者的金融获取,其心理测量属性仍未得到充分探索。基于从全国1085名受访者中收集的2023年在线数据,探索性因子分析(EFA)进行了探索性因子分析(EFA),以确定金融准入措施的潜在结构。分析确定了三个不同的因素,占总方差的41%:(1)基本银行服务(支票和储蓄账户);(2)高级金融服务(退休账户、存款证、投资、残疾保险、人寿保险、银行贷款、信用额度、财务咨询/辅导、信用评分);(3)手机/网上银行服务(手机银行、转账应用和借记卡)。这些发现强调了在这三个类别中使用一套全面的金融产品和服务来评估金融获取的学术和现实意义。研究结果为改善融资可及性、衡量和为普惠金融政策提供信息提供了一个经过验证的框架。
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引用次数: 0
Factors That Influence Willingness to Commit Insurance Fraud 影响保险欺诈意愿的因素
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-06-14 DOI: 10.1111/joca.70015
Brenda J. Cude, Hanchun Zhang

Insurance fraud increases premiums for all U.S. households and undermines the insurer/insured relationship. This article examines willingness to commit insurance fraud using data from an online survey completed by 1505 U.S. adults and analyzed using multiple linear regression analysis. Roughly one-half of the sample would never commit any of the nine types of insurance fraud in the survey. Fewer than 20% (17.2%) of the respondents said they had committed at least one of the types of fraud. Both of the moral intensity variables were significant, but the signs were opposite. Moral Intensity PC1 (Magnitude of Consequences, Probability of Effect, Temporal Immediacy, and Concentration of Effect) was negatively related to willingness to commit insurance fraud, while Moral Intensity PC2 (Social Consensus and Proximity) was positively related. Peer acceptance was significantly and positively related to willingness to commit insurance fraud, while the relationship with the belief that insurance fraud is a crime was negative. Several control variables were significant, including age; older respondents were significantly less likely to be willing to commit insurance fraud than younger respondents. The article concludes by discussing future directions for research and practical implications for consumer educators.

保险欺诈增加了所有美国家庭的保费,破坏了保险公司/被保险人的关系。本文使用1505年美国联邦调查局完成的一项在线调查的数据来检验实施保险欺诈的意愿采用多元线性回归分析。在调查中,大约有一半的样本永远不会犯下九种保险欺诈行为中的任何一种。不到20%(17.2%)的受访者表示,他们至少犯过其中一种欺诈行为。这两个道德强度变量都是显著的,但信号相反。道德强度PC1(后果大小、效应概率、时间即时性和效应集中度)与保险欺诈意愿呈负相关,而道德强度PC2(社会共识和接近性)与保险欺诈意愿呈正相关。同伴接受度与保险欺诈意愿呈显著正相关,与保险欺诈是犯罪的信念呈负相关。几个控制变量是显著的,包括年龄;年龄较大的受访者比年轻的受访者更不愿意进行保险欺诈。文章最后讨论了未来的研究方向和对消费者教育工作者的现实意义。
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引用次数: 0
Correction to “Financial Literacy Among Autistic Adults” 更正“自闭症成年人的金融知识”
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-06-10 DOI: 10.1111/joca.70014

Galizzi, M., A. Hillier, and D. Schena. 2023. “Financial Literacy Among Autistic Adults.” Journal of Consumer Affairs 57, no. 4: 1650–1683.

Accordingly, in the second paragraph of Section 3.2 on “Representativeness” the following text was incorrect: “Along other dimensions however, our ASD individuals did not differ from what has been found in other studies. Their employment rate was reported at 63%, and their college attendance was 29%. Previous research focused on autistic adults has previously reported employment rates approximating 58%–62% (Ohl et al., 2017; Roux et al., 2021). Shattuck et al. (2012), in a survey of the National Longitudinal Transition Study 2 dataset, found that 35% of autistic individuals had attended college. Our ASD sample was also …”

This should have read: “The college attendance of ASD participants was 69% while Shattuck et al. (2012), in a survey of the National Longitudinal Transition Study 2 dataset, found that only 35% of autistic individuals had attended college.

Along other dimensions, however, our ASD individuals did not differ from what has been found in other studies. Their employment rate was reported at 63%. Previous research focused on autistic adults has previously reported employment rates approximating 58%–62% (Ohl et al., 2017; Roux et al., 2021). Our ASD sample was also…”

In the second paragraph in Section 3.4 on “Data analyses” the following text was incorrect: “This results in a sample with an overall lower level of education, but also higher income (Table1).” This should have read: “This results in our participant sample showing a higher level of education, and a higher income (Table 1).”

In the second paragraph in Section 4.1 on “Demographics and socioeconomic characteristics” the following text was incorrect: “Both groups also reported similar levels of education, with 29% of the autistic group and 23% of the MTurk group holding a college degree. Such values are consistent with the rate of 29% reported by the FINRA population, and lower than the national average of 38% (US Census Bureau, 2022).”

This should have read: “Both groups also reported similar levels of education, with 69% of the autistic group and 77% of the MTurk group holding a college degree. Such values are higher than the rate of 29% reported by the FINRA population, and higher than the national average of 38% (US Census Bureau, 2022).”

We apologize for these errors.

Galizzi, M., A. Hillier,和D. Schena。2023。“自闭症成年人的金融知识”。消费者事务杂志,第57期。4: 1650 - 1683。因此,在3.2节关于“代表性”的第二段中,以下文字是不正确的:“然而,在其他方面,我们的ASD个体与其他研究中发现的并没有什么不同。据报道,他们的就业率为63%,大学入学率为29%。此前针对自闭症成年人的研究报告称,自闭症成年人的就业率约为58%-62% (Ohl等人,2017;Roux et al., 2021)。Shattuck等人(2012)在对国家纵向过渡研究2数据集的调查中发现,35%的自闭症患者上过大学。我们的ASD样本也是……”这应该是:“ASD参与者的大学出勤率为69%,而shatuck等人(2012)在对国家纵向过渡研究2数据集的调查中发现,只有35%的自闭症患者上过大学。然而,在其他方面,我们的ASD个体与其他研究中的发现并没有什么不同。据报道,他们的就业率为63%。此前针对自闭症成年人的研究报告称,自闭症成年人的就业率约为58%-62% (Ohl等人,2017;Roux et al., 2021)。在第3.4节“数据分析”的第二段中,下面的文字是不正确的:“这导致样本的总体教育水平较低,但收入也较高(表1)。”这应该是:“这导致我们的参与者样本显示出更高的教育水平和更高的收入(表1)。”在4.1节“人口统计和社会经济特征”的第二段中,以下文本是不正确的:“两组也报告了相似的教育水平,29%的自闭症组和23%的MTurk组拥有大学学位。这样的数值与FINRA人口报告的29%的比率一致,低于38%的全国平均水平(美国人口普查局,2022年)。”这篇文章应该是这样写的:“两组人的受教育程度也差不多,自闭症组中69%的人拥有大学学位,而土耳其族中77%的人拥有大学学位。这一数值高于FINRA人口报告的29%的比率,也高于38%的全国平均水平(美国人口普查局,2022年)。”我们为这些错误道歉。
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引用次数: 0
Social Capital and Its Psychological Consequences on Consumer Resilience–A Mediated Moderation Model 社会资本及其对消费者弹性的心理影响——一个中介调节模型
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-05-19 DOI: 10.1111/joca.70013
Lucie K. Ozanne, Girish Prayag, Mesbahuddin Chowdhury

Adverse events such as disasters, pandemics, and other environmental threats can create perceived uncertainty about potential impacts and outcomes, exacerbating feelings of anxiety and vulnerability for some consumers. Drawing on social capital theory and the health belief model, the central question this research addresses is how do consumers build resilience in the face of perceived uncertainty and psychological vulnerability? We argue that their social capital pre-crisis can provide the foundations for coping and strengthening consumer resilience in the face of perceived uncertainty and psychological vulnerability. Using data from 809 consumers in Australia and New Zealand during the COVID-19 pandemic, we found that pre-crisis social capital played a key role in building consumer resilience. However, perceived uncertainty and psychological vulnerability did not mediate and partially mediated, respectively, the relationship between pre-crisis social capital and consumer resilience. COVID-19 preparedness only positively moderated the effect of consumers' psychological vulnerability on their resilience. Implications for policy makers are discussed.

灾难、流行病和其他环境威胁等不利事件可能造成潜在影响和结果的不确定性,从而加剧一些消费者的焦虑感和脆弱感。利用社会资本理论和健康信念模型,本研究的核心问题是消费者如何在面对感知的不确定性和心理脆弱性时建立弹性?我们认为,面对感知不确定性和心理脆弱性,他们的危机前社会资本可以为应对和增强消费者弹性提供基础。利用2019冠状病毒病大流行期间澳大利亚和新西兰809名消费者的数据,我们发现危机前的社会资本在建立消费者抵御能力方面发挥了关键作用。而感知不确定性和心理脆弱性对危机前社会资本与消费者弹性的关系没有中介作用,也有部分中介作用。COVID-19防范措施只会正向调节消费者心理脆弱性对其复原力的影响。讨论了对政策制定者的影响。
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引用次数: 0
Becoming Competent Consumers: Exploring the Dynamics of the Consumer Socialization Process Between Parents and Their Adolescents 成为有能力的消费者:探索父母与青少年之间消费社会化过程的动态
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-04-26 DOI: 10.1111/joca.70012
Bo Dhondt, Dieneke Van de Sompel, Liselot Hudders

This study explores consumer socialization between parents and adolescents, aiming to provide a holistic understanding of primary, reverse, and reciprocal learning. Focus group interviews, combined with a diary study among 20 families with adolescents aged 11–16 years, demonstrate that consumer socialization is a dynamic, multidirectional process involving primary, reverse, and reciprocal socialization. Our first key conclusion advocates for a more holistic approach to consumer socialization, urging researchers to expand beyond traditional domains like product choice and brand preferences to include broader areas such as online shopping, where digital competency is crucial. Adolescents, as digital natives, contribute significantly to reverse socialization, guiding their parents through online shopping and helping them navigate digital consumption challenges. Additionally, our findings highlight the role of reciprocal socialization as a key mechanism for facilitating knowledge exchange and strengthening family bonds in consumption decisions. Our second key conclusion contrasts the formal, verbal nature of primary socialization, particularly in the online context, with the informal, observational learning processes characterizing reverse socialization. These findings not only expand the scope of consumer socialization research but also highlight the evolving nature of family dynamics in the digital era.

本研究旨在探讨父母与青少年之间的消费社会化,以提供对初级、反向和互惠学习的整体理解。焦点小组访谈结合对20个11-16岁青少年家庭的日记研究表明,消费者社会化是一个动态的、多向的过程,包括初级社会化、反向社会化和互惠社会化。我们的第一个关键结论主张对消费者社会化采取更全面的方法,敦促研究人员超越产品选择和品牌偏好等传统领域,纳入更广泛的领域,如在线购物,其中数字能力至关重要。青少年作为数字原住民,对逆向社会化做出了重大贡献,引导父母进行网上购物,帮助他们应对数字消费挑战。此外,我们的研究结果强调了在消费决策中,互惠社会化作为促进知识交流和加强家庭纽带的关键机制的作用。我们的第二个关键结论对比了初级社会化的正式、言语性质,特别是在网络环境中,与非正式、观察性学习过程的反向社会化特征。这些发现不仅扩大了消费者社会化研究的范围,而且突出了数字时代家庭动态的演变性质。
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引用次数: 0
Scale Development and Validation of Generation Y's Travel Purchasing Behavior (GenYpurch) Y世代旅游购买行为规模开发与验证(GenYpurch)
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-04-22 DOI: 10.1111/joca.70009
Gul Nur Demiral, Erkan Sezgin

Although generations and their purchasing behavior in tourism have been obtaining increasing scholarly attention, the researchers concentrated more on comparative studies. The present study indicates that Generation Y is keen on technologies such as mobile applications while shopping, etc., and they are the major working group of the world, as indicated in the study. Hence, the study argues that there is a need for a comprehensive and multi-dimensional scale that can be used for only Generation Y because of their mentioned dominance. Adopting both qualitative (20 participants) and quantitative approaches, this study proposes a travel purchase conceptualization of Generation Y. The proposed GenYpurch scale is validated through several content validity check approaches and two rounds of survey data (1000 participants). The scale, verified with seven factors and 31 items as a result of the mixed method, was also tested externally through non-parametric Kruskal–Wallis by directing it to 393 participants.

虽然代际及其在旅游中的购买行为越来越受到学术界的关注,但研究人员更多地侧重于比较研究。目前的研究表明,Y一代热衷于购物时的移动应用等技术,正如研究所表明的那样,他们是世界上主要的工作群体。因此,该研究认为,有必要制定一个全面的、多维度的量表,该量表仅适用于Y世代,因为他们提到了主导地位。本研究采用定性(20人)和定量相结合的方法,提出了y世代的旅游购买概念化,并通过多种内容效度检验方法和两轮(1000人)调查数据对所提出的GenYpurch量表进行了验证。采用混合方法对量表进行了7个因素31个项目的验证,并通过非参数的Kruskal-Wallis对393名参与者进行了外部测试。
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引用次数: 0
The Determinants of Student Loan Repayment Worry 学生贷款偿还担忧的决定因素
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-04-22 DOI: 10.1111/joca.70011
Frank M. Magwegwe

Millions of student loan borrowers worry about their loan repayments. Previous research has focused on student loan debt's impact on post-college outcomes, overlooking psychological aspects like repayment worry. Utilizing data from the 2021 National Financial Capability Survey (n = 2582), we developed and tested a theoretical model for understanding the determinants of student loan repayment worry (repayment worry) and the moderating effects of gender on the association between stressors (financial hardship and student loan delinquency) and repayment worry. Logistic regression showed that financial hardship and student loan delinquency are significant predictors of repayment worry. The coping resources we studied—financial self-efficacy, financial satisfaction, and household income—were significantly linked to lower repayment worry, except for financial capability. Notably, gender was a significant moderator of the financial hardship—repayment worry association, with males experiencing stronger effects than females, but did not moderate the student loan delinquency—repayment worry association. Implications for mitigating repayment worry are offered.

数以百万计的学生贷款借款人担心他们的贷款偿还。之前的研究主要集中在学生贷款债务对毕业后学业的影响上,而忽视了还款担忧等心理方面的问题。利用2021年全国财务能力调查(n = 2582)的数据,我们开发并测试了一个理论模型,以了解学生贷款偿还担忧(还款担忧)的决定因素,以及性别对压力源(经济困难和学生贷款拖欠)与还款担忧之间关联的调节作用。Logistic回归显示经济困难和学生贷款拖欠是还款担忧的显著预测因子。我们研究的应对资源——财务自我效能、财务满意度和家庭收入——与较低的还款担忧显著相关,但财务能力除外。值得注意的是,性别是经济困难-还款担忧关联的显著调节因子,男性比女性经历更强的影响,但没有调节学生贷款拖欠-还款担忧关联。本文提供了减轻还款担忧的启示。
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引用次数: 0
Political Orientation and Vaccination Attitude: The Moderating Role of Power Distance Belief 政治倾向与接种态度:权力距离信念的调节作用
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-04-11 DOI: 10.1111/joca.70010
Genevieve O'Connor, Hoori Rafieian, Nancy Wong, Avani Surana

In the US and in other economically developed western countries, vaccine resistance persists despite medical evidence that vaccines are safe and effective. This research seeks to explore the role individual differences, driven by one's values and ethical beliefs, play in one's intent to comply with vaccine mandates. We propose that political ideologies shape one's perceived ethicality of vaccination mandates as well as the decision to comply with mandates and get vaccinated. Across three studies, we posit and show that power distance belief interacts with political orientation to increase vaccine mandates compliance. Further, we test a communication strategy that implies power distance and show that such strategy can help to improve vaccine intention among conservatives. This research provides a unique context to evaluate and develop strategies for how public policies that require population-wide acceptance and adoption can be better communicated and implemented by appealing to individual values and beliefs.

在美国和其他经济发达的西方国家,尽管医学证据表明疫苗是安全有效的,但疫苗耐药性仍然存在。这项研究旨在探索个人价值观和道德信仰驱动下的个体差异在个人遵守疫苗授权的意图中所起的作用。我们认为,政治意识形态塑造了人们对疫苗接种任务的道德认知,以及遵守任务和接种疫苗的决定。在三项研究中,我们假设并表明,权力距离信念与政治取向相互作用,以提高疫苗授权的依从性。此外,我们测试了一种包含权力距离的沟通策略,并表明这种策略有助于提高保守派的疫苗意向。这项研究提供了一个独特的背景,以评估和制定战略,以便通过吸引个人价值观和信仰,更好地传达和实施需要全民接受和采用的公共政策。
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引用次数: 0
Are You Willing to Share Your DNA With Us? An Exploratory Insight Into the Privacy Calculus of Direct-To-Consumer Genetic Testing 你愿意和我们分享你的DNA吗?对直接面向消费者的基因检测的隐私计算的探索性洞察
IF 2.5 3区 经济学 Q3 BUSINESS Pub Date : 2025-04-07 DOI: 10.1111/joca.70008
Inês Raeiro, Jonas Nilsson, Xuexin Li, Jeanette Carlsson Hauff

The storage and use of consumers' genetic information have increased in recent years, turning direct-to-consumer genetic testing companies into multimillion-dollar organizations. However, submitting DNA to a private company could be seen as a risky activity for consumers because of the highly sensitive nature of genetic information. This study takes an exploratory approach and addresses how consumers make decisions regarding direct-to-consumer DNA tests. Through a survey of 243 members of a Swedish genealogy association, we find that the perceived benefits that consumers obtain through this test, such as obtaining information about their heritage and unknown relatives, are highly significant determinants of undertaking a genetic test. Moreover, the results indicate that privacy concerns and the perception of control over the data influence the decision. This study contributes to the limited knowledge of decision-making in the context of sharing DNA with commercial actors. The results provide valuable insights for both consumers and policymakers.

近年来,储存和使用消费者基因信息的情况越来越多,直接面向消费者的基因检测公司已成为价值数百万美元的机构。然而,由于基因信息的高度敏感性,对消费者来说,向私人公司提交 DNA 可能被视为一种风险活动。本研究采用探索性方法,探讨消费者如何就直接面向消费者的 DNA 检测做出决定。通过对瑞典家谱协会 243 名成员的调查,我们发现,消费者通过这种检测获得的感知利益,如获得有关其遗产和未知亲属的信息,是进行基因检测的重要决定因素。此外,研究结果表明,对隐私的担忧和对数据控制的感知也会影响消费者的决定。在与商业机构共享 DNA 的背景下,这项研究为有限的决策知识做出了贡献。研究结果为消费者和政策制定者提供了有价值的见解。
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引用次数: 0
期刊
Journal of Consumer Affairs
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