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Time Preferences, Financial Self-Efficacy, and Financial Literacy: Relationships With Financial Well-Being Indicators 时间偏好、财务自我效能和财务素养:与财务健康指标的关系
Pub Date : 2026-01-29 DOI: 10.1002/cfp2.70022
Jennifer Coats, Vickie Bajtelsmit

This study investigates the relationships between individual preferences, personality traits, abilities, and multiple indicators of financial well-being (FWB). Employing survey data from the Understanding America Study (UAS), we analyze FWB across its different dimensions, including a composite scale, single-item perceptions of FWB, objective outcomes indicative of FWB, and positive financial behaviors. Logistic and OLS regression results show that time preferences, financial self-efficacy, and financial literacy are significantly related to many different FWB indicators. Analysis of interaction effects reveals that financial literacy has an important amplifying role in relation to the individual discount rate, financial self-efficacy, and income. This study provides insights into how financial planning practitioners can incorporate their clients' time preferences, confidence, and financial literacy into individualized strategies to help them reach their financial goals.

本研究探讨了个人偏好、人格特质、能力与财务幸福(FWB)多项指标之间的关系。本文采用“了解美国研究”(UAS)的调查数据,从不同的维度分析了FWB,包括复合量表、单项FWB感知、表明FWB的客观结果和积极的财务行为。Logistic和OLS回归结果显示,时间偏好、理财自我效能感和理财素养与许多不同的FWB指标显著相关。交互效应分析表明,理财素养对个人贴现率、理财自我效能感和收入具有重要的放大作用。这项研究提供了财务规划从业者如何将客户的时间偏好、信心和财务素养纳入个性化策略以帮助他们实现财务目标的见解。
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引用次数: 0
Solving the Net Worth Optimization Problem 解决净资产优化问题
Pub Date : 2025-12-04 DOI: 10.1002/cfp2.70019
Paul D. Kaplan

The mean–variance optimization (MVO) model of Harry M. Markowitz is the foundation of quantitative portfolio construction and asset allocation. While Markowitz originally developed MVO for forming portfolios of tradable assets in isolation, it has been adapted for creating portfolios of tradable assets in the presence of non-tradable assets and liabilities. In a series of publications, Paul D. Kaplan and Thomas M. Idzorek further extend MVO to the household economic balance sheet. The extended MVO model is the net worth optimization (NWO) model. In NWO, human capital is modeled as an asset mix held long, and, as in surplus optimization, liabilities are modeled as an asset mix held short. NWO operates in terms of net worth returns rather than in the returns on the financial assets. Kaplan and Idzorek maximize an approximation for expected utility developed by Haim Levy and Harry M. Markowitz. In this article, I show how to achieve this by combining existing quadratic programming techniques with nonlinear equation solution techniques in a novel way. I also discuss and demonstrate how NWO differs from the discretionary wealth approach (DWA) introduced by Jarrod Wilcox.

Harry M. Markowitz的均值方差优化(MVO)模型是量化投资组合构建和资产配置的基础。虽然马科维茨最初开发MVO是为了单独形成可交易资产的投资组合,但它已被用于在存在不可交易资产和负债的情况下创建可交易资产的投资组合。在一系列出版物中,Paul D. Kaplan和Thomas M. Idzorek进一步将MVO扩展到家庭经济资产负债表。扩展的MVO模型是净值优化(NWO)模型。在NWO中,人力资本被建模为长期持有的资产组合,而在盈余优化中,负债被建模为短期持有的资产组合。NWO以净值回报而非金融资产回报运作。卡普兰和伊佐雷克将哈伊姆·列维和哈里·m·马科维茨提出的期望效用近似值最大化。在本文中,我将展示如何以一种新颖的方式将现有的二次规划技术与非线性方程求解技术相结合,从而实现这一目标。我还讨论并展示了NWO与Jarrod Wilcox引入的自由支配财富方法(DWA)的不同之处。
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引用次数: 0
A Hybrid Lifecycle Net Worth Optimization Model 混合生命周期净资产优化模型
Pub Date : 2025-11-27 DOI: 10.1002/cfp2.70018
Paul D. Kaplan, Thomas M. Idzorek

Financial advice is fragmented and not living up to its potential. Despite 75+ years of coexistence, the lifecycle models stemming from Ramsey (1926), Fisher (1930), Modigliani and Brumberg (1954), Friedman (1957), Modigliani (1966), Samuelson (1969), Merton (1969, 1971, 1992), as well as others, and the single-period optimization models of de Finetti (1940 [2006]), Roy (1952), Tobin (1958), and Markowitz (1952, 1959, 1987) have largely remained separate; let alone, have they been brought together in a meaningful way. This lack of connection is indicative of the current paradigm of disconnected piecemeal approaches that dominate financial planning and investing. Building on the insights of Samuelson (1969) and Fama (1970) and methods developed by Idzorek and Kaplan (2024), we link lifecycle models and mean–variance optimization models into a combined, integrated model. This model simultaneously provides unified financial planning associated with lifecycle finance with integrated portfolio recommendations from single-period optimization models. We argue that the industry should move toward an interconnected, hybrid lifecycle net worth optimization model.

金融建议支离破碎,没有发挥其潜力。尽管共存了75年以上,但Ramsey(1926)、Fisher(1930)、Modigliani和Brumberg(1954)、Friedman(1957)、Modigliani(1966)、Samuelson(1969)、Merton(1969、1971、1992)等人提出的生命周期模型,以及de Finetti(1940[2006])、Roy(1952)、Tobin(1958)和Markowitz(1952、1959、1987)的单周期优化模型,在很大程度上仍然是独立的;更不用说,他们是否以一种有意义的方式走到了一起。这种联系的缺乏表明,目前的模式是不连贯的、零碎的方法,主导着财务规划和投资。基于Samuelson(1969)和Fama(1970)的见解以及Idzorek和Kaplan(2024)开发的方法,我们将生命周期模型和均值-方差优化模型连接到一个组合的集成模型中。该模型同时提供与生命周期金融相关的统一财务规划,以及来自单周期优化模型的集成投资组合建议。我们认为,油气行业应该朝着一个相互关联的、混合的生命周期净值优化模型发展。
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引用次数: 0
Domain-Specific Predictors of Financial Risk Taking: Revisiting the Role of Knowledge, Experience, and Financial Risk Tolerance 金融风险承担的特定领域预测因素:重新审视知识、经验和金融风险承受能力的作用
Pub Date : 2025-11-14 DOI: 10.1002/cfp2.70020
Nicki Potts, John Grable, Ryan O. Murphy

This study explores the factors associated with financial risk tolerance using data from a panel of 1334 investors collected between February and May 2023 across Australia, the United Kingdom, and the United States. Participants completed surveys at two different time points. The surveys included questions focused on measuring financial risk tolerance, subjective financial knowledge, objective financial knowledge, investment experience, cognitive reflection, and various demographic variables. Findings based on hierarchical partitioning models support the Domain-Specificity Principle, which highlights how domain-specific factors like subjective financial knowledge and investment experience are more predictive of financial risk tolerance than generalized characteristics such as education level or cognitive ability. Additionally, this study demonstrates the mediating effect of investment experience on the relationship between subjective financial knowledge and financial risk tolerance. In total, results underscore the importance of using domain-specific investor characteristics rather than non-specific attributes when studying financial decision-making and the role of risk tolerance in describing investor outcomes.

本研究利用2023年2月至5月期间在澳大利亚、英国和美国收集的1334名投资者的数据,探讨了与金融风险承受能力相关的因素。参与者在两个不同的时间点完成调查。调查的问题集中在衡量金融风险承受能力、主观金融知识、客观金融知识、投资经验、认知反思和各种人口变量。基于层次划分模型的研究结果支持领域特异性原则,该原则强调了主观金融知识和投资经验等领域特定因素比教育水平或认知能力等广义特征更能预测金融风险承受能力。此外,本研究还证明了投资经验在主观金融知识与金融风险承受能力之间的中介作用。总的来说,研究结果强调了在研究财务决策和风险承受能力在描述投资者结果中的作用时,使用特定领域的投资者特征而不是非特定属性的重要性。
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引用次数: 0
Youth Employment and Financial Access: Does Work in High School Improve Downstream Financial Capability? 青年就业与金融渠道:高中工作是否能提高下游经济能力?
Pub Date : 2025-10-01 DOI: 10.1002/cfp2.70017
Madelaine L'Esperance

For many teenagers, a first job marks an important milestone that may improve later life outcomes. However, limited research has considered the effect of youth employment on personal finances. This study offers evidence on the relationship between working in high school and financial access in young adulthood using data from the National Longitudinal Survey of Youth 1997. Employing an empirical model that addresses selection into youth employment, study findings reveal that young adults who worked in high school are more likely to access a range of financial products and services for transacting, saving, and borrowing by age 25. The extent to which youth employment facilitates financial access varies by demographic characteristics, including race and ethnicity, sex, and parent educational attainment. Young adults who worked during high school did not exhibit significant improvements in financial management behavior despite gains in financial access relative to their non-working peers. These findings are consistent with policies and programs that support youth who engage in work early in life.

对许多青少年来说,第一份工作标志着一个重要的里程碑,可能会改善以后的生活。然而,有限的研究考虑了青年就业对个人财务的影响。本研究利用1997年全国青年纵向调查的数据,为高中工作与青年经济渠道之间的关系提供了证据。研究采用了一个实证模型来解决青年就业中的选择问题,研究结果显示,在高中工作过的年轻人更有可能在25岁之前获得一系列金融产品和服务,用于交易、储蓄和借贷。青年就业促进金融渠道的程度因人口特征而异,包括种族和民族、性别和父母的教育程度。在高中工作过的年轻人在财务管理行为上并没有表现出显著的改善,尽管相对于没有工作的同龄人,他们在财务获取方面有所收获。这些发现与支持年轻人在生命早期从事工作的政策和项目是一致的。
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引用次数: 0
An Evaluation of Gamification on Financial Conduct in Relation to the Effectiveness of Behavioral Traits 金融行为游戏化与行为特征有效性的关系评价
Pub Date : 2025-09-18 DOI: 10.1002/cfp2.70016
Garima Agrawal, Gunjan Sharma

In a developing country such as India, gamification in finance remains nascent. This study addresses a critical research gap by investigating how gamification moderates the effects of financial attitude, financial self-efficacy, and financial planning on financial behavior. It also examines whether gamified features in financial applications enhance users' money management capabilities. Partial Least Squares Structural Equation Modeling (PLS-SEM) using SmartPLS 4.0 was employed to test a behavioral model comprising six constructs: financial attitude (FA), financial self-efficacy (FSE), financial planning (FP), gamification (GF), and financial behavior (FB). Psychometric evaluation confirmed the validity and reliability of the measurement model. Data were collected from 557 users of financial apps in India. Results reveal that gamification significantly moderates the relationships between financial planning and financial behavior, as well as financial self-efficacy and behavior, but not between financial attitude and behavior. All constructs demonstrated strong discriminant validity. Gamification emerged as a distinct and effective behavioral reinforcement mechanism. Experienced app users preferred features such as real-time feedback, progress tracking, and social sharing. Banks and fintech firms can integrate gamified elements to boost user engagement, support goal-setting, and foster better financial habits. This study extends behavioral finance research by integrating gamification with psychological constructs of financial behavior. Policymakers and educators may incorporate gamification into financial literacy programs to enhance user participation, provided ethical safeguards are in place to protect against manipulation. This is among the first empirical studies in the Indian context to demonstrate the moderating role of gamification in personal finance. It offers a validated model for developing behaviorally intelligent financial tools aligned with users' psychological traits and digital habits.

在印度这样的发展中国家,金融游戏化仍处于萌芽阶段。本研究通过调查游戏化如何调节理财态度、理财自我效能感和理财规划对理财行为的影响,解决了一个关键的研究空白。它还研究了金融应用程序中的游戏化功能是否增强了用户的资金管理能力。采用SmartPLS 4.0的偏最小二乘结构方程模型(PLS-SEM)对包含6个构念的行为模型进行检验:财务态度(FA)、财务自我效能(FSE)、财务规划(FP)、游戏化(GF)和财务行为(FB)。心理测量评估证实了测量模型的效度和信度。数据收集自印度557名金融应用程序用户。结果表明,游戏化显著调节了理财规划与理财行为、理财自我效能感与理财行为之间的关系,但对理财态度与理财行为之间的关系没有显著调节作用。所有构念均表现出较强的区分效度。游戏化是一种独特而有效的行为强化机制。经验丰富的用户更喜欢实时反馈、进度跟踪和社交分享等功能。银行和金融科技公司可以整合游戏化元素,以提高用户参与度,支持目标设定,并培养更好的金融习惯。本研究透过整合游戏化与金融行为的心理建构,扩展行为金融学的研究。政策制定者和教育工作者可以将游戏化纳入金融知识普及计划,以提高用户参与度,前提是要有防止操纵的道德保障措施。这是第一批在印度背景下证明游戏化在个人理财中的调节作用的实证研究之一。它为开发符合用户心理特征和数字习惯的行为智能金融工具提供了一个经过验证的模型。
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引用次数: 0
Assessing Retirement Income Literacy Among Consumers and Financial Advisors: Validating a Scale and Examining Professional Designations 评估消费者和财务顾问的退休收入素养:验证量表和检查专业指定
Pub Date : 2025-08-29 DOI: 10.1002/cfp2.70015
Eric T. Ludwig, Chet R. Bennetts

This study provides the first formal psychometric validation of the Retirement Income Literacy Scale (RILS) and examines the relationship between professional designations and specialized knowledge among financial advisors. Using a two-study design, we first validate the 38-item RILS with 3745 American consumers aged 50 to 75, demonstrating strong internal consistency and confirming a unidimensional factor structure through exploratory and confirmatory factor analyses. The validated scale exhibits good model fit and adequate construct validity. In the second study, we assess retirement income literacy among 906 financial professionals using the validated RILS. Results reveal that financial advisors with professional designations score significantly higher than those without designations, representing a practically meaningful 9.37-point difference. LASSO regression analysis identifies the Certified Financial Planner (CFP) credential as the strongest predictor among professional designations. A curvilinear relationship emerges between the number of designations held and RILS scores, indicating diminishing returns to multiple credentials specifically for retirement income literacy knowledge. These findings provide empirical support for both Signaling Theory and Human Capital Theory in the financial planning context, demonstrating that professional designations function as meaningful indicators of specialized knowledge. The study contributes a validated assessment tool for retirement income literacy research and offers evidence-based insights for professional development in financial planning, with implications for advisor credentialing, consumer choice, and industry standards. FPR classification codes:I.5. I.7.

本研究首次对退休收入素养量表(RILS)进行了正式的心理测量验证,并考察了财务顾问职业名称与专业知识之间的关系。采用两项研究设计,我们首先对3745名年龄在50 - 75岁的美国消费者进行了38项RILS的验证,结果显示了较强的内部一致性,并通过探索性和验证性因素分析确认了单向度的因素结构。经验证的量表具有良好的模型拟合和足够的结构效度。在第二项研究中,我们使用验证的RILS评估906名金融专业人士的退休收入素养。结果显示,拥有专业职称的财务顾问得分显著高于没有专业职称的财务顾问,差距为9.37分,具有实际意义。LASSO回归分析发现注册财务规划师(CFP)证书是专业指定中最强的预测因子。持有的证书数量与RILS分数之间出现曲线关系,表明多个证书特别是退休收入素养知识的回报递减。这些发现为信号理论和人力资本理论在财务规划背景下的研究提供了实证支持,表明职业名称是专业知识的有意义指标。该研究为退休收入素养研究提供了一个有效的评估工具,并为财务规划专业发展提供了基于证据的见解,对顾问资格认证、消费者选择和行业标准都有影响。FPR分类代码:I.5。I.7。
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引用次数: 0
Impact of Narrative R&D Disclosure Characteristics on Stock Return Volatility 叙述性研发披露特征对股票收益波动的影响
Pub Date : 2025-08-11 DOI: 10.1002/cfp2.70014
Fang Yang, Yu Peng Lin

This study investigates the impact of narrative R&D disclosure characteristics—readability, sentiment, and quantity—on stock return volatility. A comprehensive longitudinal regression model that includes these three characteristics, along with their interactions with R&D investment intensity, outperforms the other models. The readability of narrative R&D disclosures significantly affects volatility, with more readable disclosures associated with reduced fluctuations. Additionally, readability moderates the effect of R&D investment intensity on volatility. No direct effect of disclosure sentiment on stock return volatility is observed, but disclosure sentiment influences the relation between R&D investment intensity and stock return volatility. Finally, there is a strong positive correlation between the quantity of R&D disclosures and stock return volatility, suggesting that excessive R&D information tends to increase stock return fluctuations. The study provides practical implications for both investors and firms. It suggests that investors may consider R&D disclosure characteristics to better assess the risk of stock return fluctuations when selecting shares of R&D-intensive firms and offers guidance for firms on delivering clearer and more balanced R&D disclosures to help reduce market volatility.

摘要本研究探讨叙述与披露特征(可读性、情绪和数量)对股票收益波动的影响。一个综合的纵向回归模型,包括这三个特征,以及它们与研发投资强度的相互作用,优于其他模型。叙述性研发披露的可读性显著影响波动性,更可读的披露与减少波动相关。此外,可读性调节研发投资强度对波动性的影响。披露情绪对股票收益波动率没有直接影响,但披露情绪影响研发投资强度与股票收益波动率的关系。最后,研发信息披露的数量与股票收益波动之间存在很强的正相关关系,表明过多的研发信息倾向于增加股票收益波动。该研究对投资者和企业都具有实际意义。建议投资者在选择研发密集型企业的股票时,可以考虑研发披露特征,以更好地评估股票收益波动的风险,并为企业提供更清晰、更平衡的研发披露,以帮助减少市场波动提供指导。
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引用次数: 0
Empowering Indonesian Millennials: The Role of Financial Literacy, Goal Clarity, and Risk Tolerance in Retirement Savings 赋予印尼千禧一代权力:金融知识、目标清晰度和风险承受能力在退休储蓄中的作用
Pub Date : 2025-08-04 DOI: 10.1002/cfp2.70013
Kefas Alfando, Anastasia Njo, Oviliani Yenty Yuliana

The millennial generation in Indonesia may struggle with retirement if they do not begin preparing their retirement funds early. This study aims to explore the impact of financial literacy, retirement goal clarity, and financial risk tolerance on the retirement saving behavior of millennials. Data was collected through an online questionnaire using purposive sampling targeting employed Indonesian millennials, resulting in 212 respondents. Hypothesis testing was conducted using partial least square-structural equation modeling with the Smart-PLS 4.0 software. The results of this study reveal that subjective financial literacy significantly influences retirement saving behavior, both directly and through the partial mediation of retirement goal clarity. In contrast, objective financial literacy and financial risk tolerance do not exhibit a significant influence on retirement saving behavior. The findings underscore the importance of boosting confidence in financial knowledge and the clarity of retirement goals to encourage better saving habits among millennials. Setting clear retirement goals is crucial for driving saving behavior, even when potential risks are factored in. Millennials are approaching retirement age, making it essential to assess their readiness and preparedness for retirement.

印度尼西亚的千禧一代如果不早点开始准备退休基金,他们可能会为退休而挣扎。本研究旨在探讨金融素养、退休目标清晰度和金融风险承受能力对千禧一代退休储蓄行为的影响。数据是通过有目的的抽样在线调查问卷收集的,目标是印尼千禧一代,共有212名受访者。采用偏最小二乘结构方程模型,采用Smart-PLS 4.0软件进行假设检验。本研究结果显示,主观理财素养对退休储蓄行为有显著的影响,既直接影响退休储蓄行为,也通过退休目标清晰度的部分中介作用。客观理财素养和金融风险承受能力对退休储蓄行为的影响不显著。调查结果强调了提高对金融知识的信心和明确退休目标的重要性,以鼓励千禧一代养成更好的储蓄习惯。设定明确的退休目标对于推动储蓄行为至关重要,即使考虑到潜在的风险。千禧一代正接近退休年龄,因此评估他们对退休的准备程度和准备程度至关重要。
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引用次数: 0
Correction to Article Classifications in Financial Planning Review 对财务规划评审文章分类的更正
Pub Date : 2025-07-23 DOI: 10.1002/cfp2.70012

The following articles published in Financial Planning Review were incorrectly labeled as “Invited Review.” The correct article category should be “Original Article.”

Heckman S. Koochel E. Lutter S. Collins J.M. 2025. “Introducing the Financial Planning Longitudinal Study (FPLS).” Financial Planning Review 8: e70003 https://doi.org/10.1002/cfp2.70003.

Bennetts C.R. Ludwig E.T. 2025. “Echoes of Bias: An Analysis of ChatGPT in Financial Planner–Client Dialogs.” Financial Planning Review 8: e70006 https://doi.org/10.1002/cfp2.70006.

Beierlein J.J. McCoy L. 2025 “Creating and Testing a Personal Finance Motivation Scale Based on Self-Determination Theory.” Financial Planning Review 8: e70009 https://doi.org/10.1002/cfp2.70009.

We apologize for this error.

以下发表在《财务规划评论》上的文章被错误地标记为“受邀评论”。正确的文章类别应该是“原创文章”。Heckman S. Koochel E. Lutter S. Collins J.M. 2025。“财务规划纵向研究(FPLS)简介”财务规划评论8:e70003 https://doi.org/10.1002/cfp2.70003.Bennetts C.R.路德维希E.T. 2025。“偏见的回声:对理财规划师与客户对话中聊天技巧的分析”。李建军。2025“基于自我决定理论的个人理财动机量表的构建与检验”[j] .理财评论,第8期:e70006 https://doi.org/10.1002/cfp2.70006.Beierlein财务规划评论8:e70009 https://doi.org/10.1002/cfp2.70009.We为这个错误道歉。
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引用次数: 0
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