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Willingness to Take Financial Risks and Portfolio Choice: The Moderating Role of Financial Planners' Advice 承担财务风险意愿与投资组合选择:理财规划师建议的调节作用
Pub Date : 2025-07-20 DOI: 10.1002/cfp2.70007
Danah Jeong, Patryk Babiarz

This study utilizes data from seven waves of the Survey of Consumer Finances to investigate how financial planning advice moderates the relationship between self-reported financial risk tolerance and two aspects of investment behavior: stock market participation and the proportion of financial wealth allocated to stocks. Regression analyses, which controlled for demographic and socio-economic factors, indicated that individuals with the lowest self-reported risk tolerance were significantly more likely to invest in stocks and allocate a larger share of their financial assets to equities when they received advice from a financial planner. This effect remained consistent regardless of whether stock market participation was measured through direct investments or indirect equity ownership via exchange traded funds (ETFs), mutual funds, or retirement accounts. In contrast, for individuals with high risk tolerance, the use of a financial planner had no significant impact on direct stock ownership and was associated with a reduction in the proportion of financial wealth allocated to directly held stocks. However, for households with moderate to high risk tolerance, financial planner use still increased both stock market participation and the share of wealth allocated to equities when indirect holdings through ETFs, mutual funds, or retirement accounts were included in the definition of stock investments. These findings suggest that financial planners guide moderately and highly risk-tolerant investors away from direct stock ownership and toward more diversified equity investments.

本研究利用消费者财务调查的七波数据来调查财务规划建议如何调节自我报告的财务风险承受能力与投资行为的两个方面:股票市场参与和金融财富分配给股票的比例之间的关系。控制了人口统计和社会经济因素的回归分析表明,自我报告风险承受能力最低的个人在接受理财规划师的建议时,更有可能投资股票,并将更大比例的金融资产配置到股票上。无论股票市场参与是通过直接投资还是通过交易所交易基金(etf)、共同基金或退休账户的间接股权来衡量,这种影响都是一致的。相比之下,对于风险承受能力高的个人,使用理财规划师对直接持有股票没有显著影响,并且与分配给直接持有股票的金融财富比例的减少有关。然而,对于具有中高风险承受能力的家庭,当通过交易所交易基金、共同基金或退休账户间接持有股票投资时,理财规划师的使用仍然增加了股票市场参与度和分配给股票的财富份额。这些发现表明,理财规划师引导适度和高度风险承受能力的投资者远离直接持有股票,转向更多元化的股权投资。
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引用次数: 0
Financial Literacy and Healthcare Access Among US Adults Before and During COVID-19 COVID-19之前和期间美国成年人的金融知识和医疗保健获取
Pub Date : 2025-07-10 DOI: 10.1002/cfp2.70011
Abdullah Noman, Redwan Bin Abdul Baten

This paper explores the role of financial literacy in US healthcare access before and during the COVID-19 pandemic. We use survey data from the 2018 and 2021 National Financial Capability Study (NFCS) waves. We estimate weighted logistic regression models for the combined 2018 and 2021 samples separately, using two measures of financial literacy, namely subjective (SFL) and objective (OFL) financial literacy. To measure the healthcare access of the respondents, five outcomes are analyzed: health insurance coverage, unpaid medical bills, foregone care due to cost, skipped care due to cost, and not filling a prescription due to cost. The results show that overall, the odds of healthcare access improve with higher levels of both SFL and OFL, as hypothesized. Estimation results from various subsamples, point to varying levels of disparities across socioeconomic and demographic groups. This paper also provides empirical evidence on the minimal yet significant association between financial literacy and better access to health care before and during the COVID-19 pandemic. The findings underscore the need for researchers, social workers, and policymakers to promote financial literacy to improve healthcare access.

本文探讨了金融知识在COVID-19大流行之前和期间在美国医疗保健获取中的作用。我们使用了2018年和2021年国家财政能力研究(NFCS)的调查数据。我们使用主观(SFL)和客观(OFL)金融素养两种衡量金融素养的指标,分别对2018年和2021年合并样本的加权逻辑回归模型进行了估计。为了衡量受访者的医疗保健可及性,分析了五种结果:医疗保险覆盖率、未支付的医疗账单、因成本而放弃的医疗服务、因成本而跳过的医疗服务,以及因成本而未填写处方。结果表明,总体而言,正如假设的那样,SFL和OFL水平越高,获得医疗保健的几率就越高。来自不同子样本的估计结果表明,社会经济和人口群体之间存在不同程度的差异。本文还提供了经验证据,证明在2019冠状病毒病大流行之前和期间,金融知识普及与更好地获得医疗保健之间存在微小但重要的关联。研究结果强调,研究人员、社会工作者和政策制定者需要促进金融知识普及,以改善医疗保健服务。
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引用次数: 0
Retirees Spend Lifetime Income, Not Savings 退休人员花的是一生的收入,而不是储蓄
Pub Date : 2025-07-01 DOI: 10.1002/cfp2.70010
David Blanchett, Michael Finke

The shift to defined contribution savings plans means that more retirees must fund spending from savings. Prior studies find that retirees spend less from savings than life cycle models predict. Using data from the Health and Retirement Study, we explore how lifetime income, wage income, capital income, qualified savings, and nonqualified savings are used to fund retirement spending. We find that retirees spend far more from lifetime income than other categories of wealth. Approximately 80% of lifetime income is consumed, on average, versus only approximately half of other available savings and income sources. We also find evidence of the importance of mental accounting in framing savings as income from an increase in spending from qualified savings after required minimum distributions begin. Overall, the analysis suggests that retirees could increase spending by converting wealth to lifetime income or following spending rules that shift investments into liquid savings.

向固定缴款储蓄计划的转变意味着更多的退休人员必须从储蓄中为支出提供资金。先前的研究发现,退休人员的储蓄支出比生命周期模型预测的要少。利用健康与退休研究的数据,我们探讨了终身收入、工资收入、资本收入、合格储蓄和非合格储蓄如何用于资助退休支出。我们发现,退休人员花费的收入远远超过其他类别的财富。平均而言,大约80%的一生收入被消耗掉了,相比之下,其他可用储蓄和收入来源只消耗了大约一半。我们还发现证据表明,在要求的最低分配开始后,心理会计在将储蓄作为从合格储蓄中增加支出的收入时的重要性。总的来说,分析表明,退休人员可以通过将财富转化为终身收入或遵循将投资转化为流动储蓄的消费规则来增加支出。
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引用次数: 0
Equity Allocation Among Young Adults 年轻人的股权配置
Pub Date : 2025-06-27 DOI: 10.1002/cfp2.70004
Stuart J. Heckman, HanNa Lim, Zhikun Liu

This study explores equity allocation among US households by analyzing two datasets from the Federal Reserve Board and a third dataset from a retirement plan service company in the United States. Results indicate that objective financial knowledge is associated with increased equity allocations among older adults but decreased equity allocations among younger adults. Results from several analyses indicate that young adults tend to have retirement portfolios that are under-allocated to equities. Young adults are also more likely to report feeling uncomfortable making investment decisions. We find evidence that target date funds can help reduce the likelihood of being under-allocated to equities. Overall, the results indicate that there are opportunities for financial planners and other financial service professionals to help improve investment decision making among young adults.

本研究通过分析美国联邦储备委员会的两个数据集和美国退休计划服务公司的第三个数据集,探讨了美国家庭的股权配置。结果表明,客观金融知识与老年人股权分配增加有关,而与年轻人股权分配减少有关。几项分析的结果表明,年轻人的退休投资组合往往没有充分配置到股票中。年轻人也更有可能在做投资决定时感到不自在。我们发现有证据表明,目标日期基金可以帮助减少股票配置不足的可能性。总体而言,结果表明,理财规划师和其他金融服务专业人员有机会帮助改善年轻人的投资决策。
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引用次数: 0
Creating and Testing a Personal Finance Motivation Scale Based on Self-Determination Theory 基于自我决定理论的个人理财动机量表的编制与检验
Pub Date : 2025-06-13 DOI: 10.1002/cfp2.70009
Jaclyn J. Beierlein, Lexi McCoy

We create a Personal Finance Motivation scale to measure the motivation to understand and manage one's personal finances. The scale is designed to measure intrinsic motivation, four forms of extrinsic motivation (identified, introjected, external material, and external social regulation), and amotivation. These subscales fall along a self-determination continuum as postulated by Deci and Ryan (1985). We validate the scale using survey data and hypotheses drawn from Self-Determination Theory (SDT). Correlations among the subscales and Cronbach's alpha support the scale's factor structure and indicate internal consistency. Regression results indicate that intrinsic motivation and a composite of intrinsic motivation and identified regulation are associated with respondents' assessments of the importance of finance and their own competence related to financial decision-making, when respondents have someone to help them make decisions, and when respondents are not financially dependent on another. We conclude that our Personal Finance Motivation scale is sound and that its subscales are related to competence, relatedness, and autonomy as predicted by SDT. We discuss applications for researchers, instructors, and financial advisors.

我们创建了一个个人理财动机量表来衡量理解和管理个人理财的动机。该量表旨在衡量内在动机、四种形式的外在动机(识别动机、内源性动机、外部物质动机和外部社会调节动机)和动机。这些子量表沿着Deci和Ryan(1985)所假设的自决连续体下降。我们使用调查数据和来自自我决定理论(SDT)的假设来验证量表。子量表与Cronbach’s alpha之间的相关性支持了量表的因子结构,表明了量表的内部一致性。回归结果表明,当受访者有人帮助他们做出决策时,当受访者在财务上不依赖他人时,内在动机以及内在动机和确定的监管的组合与受访者对财务重要性的评估以及他们自己与财务决策相关的能力有关。我们得出结论,我们的个人理财动机量表是健全的,其子量表与能力、相关性和自主性相关,正如SDT预测的那样。我们讨论研究人员、教师和财务顾问的应用。
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引用次数: 0
Exploring Mothers' Experiences Returning to Work in Financial Planning: A Thematic Analysis 探讨母亲重返工作岗位的理财经验:专题分析
Pub Date : 2025-06-10 DOI: 10.1002/cfp2.70008
Megan McCoy, Tanya Staples, Hannah Moore

Women are significantly underrepresented in the financial planning profession. This gender gap is surprising given the potential for higher income, the opportunity to help clients, and work-life balance in financial planning, traits typically attractive to female candidates. Research into the broader workforce suggests inadequate return to work and family leave policies as major reasons women leave their jobs. This study employs an exploratory qualitative approach, conducting focus groups with women who had children while working as financial planners. The aim is to identify factors that promote and hinder women's representation in financial planning, reducing attrition, and increasing success rates. Guided by social exchange theory, five online focus groups were conducted (n = 26). Thematic analysis revealed five key themes: (1) diverse parental leave experiences, (2) trying to find balance, (3) changes needed at the societal level, (4) changes needed specifically in financial planning, and (5) aspects that make financial planning potentially a great profession for women. Findings are linked to previous research, discussing implications for future research and practical applications.

女性在财务规划行业的代表性明显不足。考虑到潜在的高收入、帮助客户的机会以及财务规划中工作与生活的平衡,这种性别差距令人惊讶,而这些特征通常对女性候选人很有吸引力。对更广泛劳动力的研究表明,不充分的重返工作岗位和探亲假政策是女性离职的主要原因。本研究采用探索性定性方法,对从事财务规划师工作期间有孩子的妇女进行焦点小组讨论。目的是查明促进和阻碍妇女参与财务规划、减少人员流失和提高成功率的因素。在社会交换理论的指导下,进行了5个在线焦点小组(n = 26)。主题分析揭示了五个关键主题:(1)不同的育儿假经历;(2)试图找到平衡;(3)社会层面需要的变化;(4)财务规划具体需要的变化;(5)使财务规划成为女性伟大职业的各个方面。研究结果与以前的研究相联系,讨论了对未来研究和实际应用的影响。
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引用次数: 0
Echoes of Bias: An Analysis of ChatGPT in Financial Planner–Client Dialogs 偏见的回声:对理财规划师-客户对话中的ChatGPT的分析
Pub Date : 2025-06-04 DOI: 10.1002/cfp2.70006
Chet R. Bennetts, Eric T. Ludwig

This study examines how the ChatGPT Model 3.5, a large language model, exhibits implicit bias when generating financial planning communications with varying racial identifiers. Using a structured testing framework with 25 combinations of advisor–client racial identifiers, we analyzed AI-generated emails explaining investment diversification. Through content and discourse analysis informed by Critical Algorithm Studies, we found that while core financial advice remained consistent, subtle linguistic variations emerged based on racial identifiers. These variations manifested primarily as unconscious adjustments in tone, cultural references, and language choice rather than substantive differences in financial guidance. Drawing on recent research in AI bias, we introduce a novel 2 × 2 matrix categorizing AI biases along dimensions of explicitness and intentionality. Our findings suggest that even in professional contexts, AI systems may reflect societal patterns encoded in their training data, potentially influencing advisor–client communications. As financial planners increasingly adopt AI tools for client communications and administrative tasks, understanding these subtle biases becomes crucial for maintaining professional standards and fiduciary responsibilities. This research contributes to the growing literature on AI applications in financial planning while highlighting important considerations for practitioners using AI-powered tools in their practice.

本研究考察了ChatGPT模型3.5(一个大型语言模型)在生成具有不同种族标识符的财务规划通信时如何表现出隐性偏见。使用包含25种顾问-客户种族标识符组合的结构化测试框架,我们分析了人工智能生成的解释投资多样化的电子邮件。通过Critical Algorithm Studies提供的内容和话语分析,我们发现,尽管核心财务建议保持一致,但基于种族标识符的微妙语言变化出现了。这些差异主要表现为语气、文化参考和语言选择方面的无意识调整,而不是财务指导方面的实质性差异。根据最近对人工智能偏差的研究,我们引入了一个新的2 × 2矩阵,沿显式和意向性维度对人工智能偏差进行分类。我们的研究结果表明,即使在专业环境中,人工智能系统也可能反映其训练数据中编码的社会模式,从而潜在地影响顾问与客户的沟通。随着理财规划师越来越多地采用人工智能工具进行客户沟通和管理任务,了解这些微妙的偏见对于维持专业标准和受托责任至关重要。这项研究有助于越来越多的关于人工智能在财务规划中的应用的文献,同时强调了从业者在实践中使用人工智能工具的重要考虑因素。
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引用次数: 0
Introducing the Financial Planning Longitudinal Study (FPLS) 财务规划纵向研究(FPLS)简介
Pub Date : 2025-05-22 DOI: 10.1002/cfp2.70003
Stuart Heckman, Emily Koochel, Sonya Lutter, J. Michael Collins

This report introduces a new data resource, the Financial Planning Longitudinal Study (FPLS). This is the first wave of a 10-year project underwritten by the CFP Board with the goal of tracking the use of professional financial services by a representative sample of mass affluent households in the US. This study describes the development of the survey and summarizes the descriptive findings across respondents who report not using a financial professional, those who report using a CFP professional, as well as those who report using another type of financial professional. The FPLS data offer new insights into how people use financial professionals, as well as potential new directions for researchers in the future.

本报告介绍了一个新的数据资源,财务规划纵向研究(FPLS)。这是CFP董事会资助的一项为期10年的项目的第一波,该项目旨在追踪美国大众富裕家庭的代表性样本对专业金融服务的使用情况。本研究描述了调查的发展过程,并总结了报告未使用金融专业人士的受访者、使用CFP专业人士的受访者以及使用其他类型金融专业人士的受访者的描述性发现。FPLS数据为人们如何使用金融专业人士提供了新的见解,也为未来的研究人员提供了潜在的新方向。
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引用次数: 0
Retirement, Social Security Deferral, and Life Annuity Demand 退休,社会保障延期,和生活年金需求
Pub Date : 2025-04-25 DOI: 10.1002/cfp2.70005
Sita Nataraj Slavov

This paper contributes to our understanding of wealth decumulation behavior by examining trends in retirement, Social Security claiming, and annuitization decisions. Prior research suggests that while these decisions have high stakes for retirement security, people may not make them optimally. I use data from the Health and Retirement Study to examine the joint timing of these decisions. I show that younger birth cohorts are less likely than older ones to use “parallel” strategies—simultaneously retiring and commencing Social Security, or simultaneously commencing Social Security and a life annuity. Regression analysis suggests that parallel strategies are associated with defined benefit pension coverage and eligibility, being subject to the Social Security earnings test (which forces affected individuals who work while receiving Social Security to delay a portion of their benefits), and poor health. I also find that younger cohorts are more likely than older ones to forgo annuitization altogether—a trend that likely reflects declining coverage by defined benefit pensions, which typically feature annuitization as the default option. Higher real interest rates are associated with both earlier retirement and an increased propensity to start receiving a life annuity.

本文通过考察退休、社会保障要求和年金化决策的趋势,有助于我们理解财富累积行为。先前的研究表明,虽然这些决定对退休保障有很大的利害关系,但人们可能不会做出最佳决定。我使用健康与退休研究的数据来检验这些决定的共同时间。我指出,较年轻的出生群体比较年长的群体更不可能使用“平行”策略——同时退休并开始社会保障,或者同时开始社会保障和终身年金。回归分析表明,平行战略与固定福利养老金覆盖范围和资格、受社会保障收入测试(这迫使在领取社会保障的同时工作的受影响个人推迟部分福利)以及健康状况不佳有关。我还发现,年轻人比老年人更有可能完全放弃年金化——这一趋势可能反映了固定收益养老金覆盖面的下降,而固定收益养老金通常将年金化作为默认选择。较高的实际利率与提前退休和开始领取终身年金的倾向增加有关。
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引用次数: 0
Financial Capability, Behavior, Well-Being, and Stress Among Financial Advisors 财务顾问的财务能力、行为、幸福感和压力
Pub Date : 2025-03-28 DOI: 10.1002/cfp2.70002
Mustafa Nourallah, Ho Ree Chan, Chia-Li Chien, Peter Öhman

Financial advisors are professionals with a high level of financial knowledge and skills, but do they use their own working experience to achieve financial health? In fact, little is known whether financial advisors utilize their financial capability and adopt financial behavior, and how they ensure their own financial well-being and mitigate financial stress. Based on the capability approach and previous studies, an online questionnaire was developed and sent to a sample of financial advisors in the USA. We received 232 valid responses, and the results suggest that financial advisors' capability can address financial well-being and financial stress. However, their own financial behavior, per se, does not. To solve this dilemma, the study emphasizes the effect of regularly practicing lifelong learning and physical activity. Our study also offers insights that help institutions that organize the career requirements of financial advisors.

理财顾问是具有高水平理财知识和技能的专业人士,但他们是否利用自己的工作经验来实现理财健康?事实上,很少有人知道财务顾问是否利用他们的财务能力和采取财务行为,以及他们如何确保自己的财务健康和减轻财务压力。基于能力方法和先前的研究,我们开发了一份在线问卷,并将其发送给美国的财务顾问样本。我们收到了232份有效的反馈,结果表明财务顾问的能力可以解决财务健康和财务压力。然而,他们自己的金融行为本身却没有。为了解决这一困境,该研究强调了定期进行终身学习和体育活动的效果。我们的研究还提供了一些见解,可以帮助机构组织财务顾问的职业要求。
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引用次数: 0
期刊
FINANCIAL PLANNING REVIEW
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