Finance and Financial Management Commons^™

Impact Of Attention And Yield Curve On Term Structure Of Equity, Matthew C. Aved

CMC Senior Theses

This paper examines the term structure of equity and specifically focuses on the impact of term spread and market attention. The paper builds on prior work that developed the concept by adding behavioral explanations for differences between the short-term and long-term returns while also attempting to link the term structure of equity and the bond yield curve. The study examines these influences by running t-tests and regressions on dividend strip and S&P 500 return data (1996-2017) and attention data collected by Bloomberg (2010-2017). The results provide some insight into how these variables influence short-term and long-term returns; however, limited instances …

Does Bidder Complexity Affect Market Reactions To M&A Decisions?, Rajib Chowdhury, John A. Doukas

Finance Faculty Publications

We examine whether and how bidder complexity influences investor reactions to merger and acquisition (M&A) announcements. Using an established measure of complexity, we find a significant positive relationship between acquiring firm complexity and cumulative abnormal returns (CAR). This suggests that investors perceive more complex firms as capable and value-enhancing participants in M&A activities. The association is particularly strong for bidders with high operating risk, greater R&D intensity, and larger firm size. We also find that complex bidders tend to offer higher takeover premiums. Overall, our study contributes to the literature by demonstrating that bidder complexity is an important determinant of …

Corporate Disclosure Meets Natural Language Processing: Topic Modeling, Disclosure Strategy, And Audit Implications, Wanxin Yu

2026

Corporate disclosures serve as a critical channel for firms to communicate their financial performance, strategic initiatives, and firm-specific risks. In recent years, rapid advances in natural language processing (NLP) have provided powerful new tools for extracting insights from the growing volume and complexity of corporate disclosures. This dissertation consists of three studies that explore how advanced textual analysis can reveal deeper insights into corporate disclosures, managerial behavior, and auditor practices.

The first paper (co-authored) develops a topic-based approach to measuring the substantive content of risk factor disclosures. Using an embedding-based topic modeling framework, we identify 30 interpretable risk topics and …

Heartbeats: Sustainable Practices In Business, Natalie Pham, Shareef Awadallah, Lily Lisco, Logan Blissenbach, Nikolaos Verginis

Williams Honors College, Honors Research Projects

HeartBeats Co. LLC is a premier audio and software technology brand that brings renewed character and performance to a stagnant space, revolutionizing the listening experience by engineering a digital music platform and headphones that possess distinct style and exceptional performance. While our team identifies and tracks trends in the market, we strive to establish market trends rather than to follow them. We are a company founded on innovation, redefining the music streaming market by combining the importance of wellness with the latest audio and software technologies and innovative functionalities. This document outlines a ten-year plan for efficient and impactful scaling, …

How Does Economic Policy Uncertainty Affect Individual Contributions To Retirement Accounts?, David I. Becker

Honors Undergraduate Theses

This study tests whether Economic Policy Uncertainty (EPU) is associated with U.S. retirement contributions and whether responses differ across account types. Using annual contribution data for defined contribution plans and Traditional and Roth IRAs with the Baker, Bloom, and Davis EPU index, I estimate multivariate regressions with standard macroeconomic controls and compare contemporaneous and lagged specifications. EPU is positively associated with 401(k) contributions, negatively associated with Traditional IRA contributions in the contemporaneous model, and not statistically significant for Roth IRAs. These results suggest uncertainty may shift how households save for retirement rather than uniformly reducing retirement saving.

Design Thinking For Corporate Social Responsibility Program Proposal Creation, Michelle "Mindy" D. Danovaro

University of the Pacific Theses and Dissertations

This qualitative study used action research to explore how the use of design thinking engaged employees in the creation of a corporate social responsibility (CSR) program proposal in a small- to medium-enterprises (SME) in the Sacramento region of California. The purpose of the study was to assess whether employee participation in a design thinking exercise could improve employee perception of engagement, inclusion, and reciprocity during the CSR program proposal creation. The study was grounded in social exchange theory, stakeholder theory, and design thinking methodologies. The iterative research process followed action research cycles (i.e., plan, act, observe, and reflect) integrated with …

Machine Learning: Thematic Feature Grouping, And The Magnificent Seven: A Forecasting Analysis, Mirarmia Jalali, Mohammad Najand, Andrew Cohen

Finance Faculty Publications

This study examines the predictability of monthly excess returns for the “Magnificent Seven” U.S. technology firms using machine learning and economically motivated thematic feature grouping. Framed as a focused study of the most systemically consequential equity panel in modern markets—seven firms representing over 30% of the S&P 500—the analysis confronts a small-N, large-P environment where economically structured dimensionality reduction is essential. Using 154 firm-level characteristics categorized into 13 economic themes, we evaluate linear, penalized, tree-based, and neural network models in a small-N, large-P setting. Unrestricted models suffer substantial overfitting and fail to outperform the historical average benchmark out-of-sample. In contrast, …

Three Essays On Corporate Bond Short Selling, Climate And Credit Risks, Manisha Thapa

Theses and Dissertations (Comprehensive)

This dissertation comprises three essays investigating topics on Corporate Bond Short Selling, Climate and Credit Risks.

The first essay addresses the question: Does climate risk influence bond short selling? We address this question by studying how climate risk influences the relationship between corporate bond short selling and subsequent credit default swap (CDS) spreads. We find that future CDS spreads are strongly related to bond short selling for the high climate risk firms. In particular, our fixed effects triple difference-in-differences (DiD) regressions show that sensitivity of subsequent CDS spreads to lagged bond short selling is significantly higher for firms with high …

The Conditional Nature Of The Value Premium: Interaction And Cross-Sectional Evidence Across Market Regimes, Samuel L. Klein

Honors Thesis

This thesis examines why value-based investment strategies generate strong returns in some environments yet weaken or collapse in others. Regressions test whether the performance of the book-to-market ratio depends on the investor’s perception of financial health as defined by F-Score and accruals. Across additive regressions, interaction models, cross-sectionals, and heatmap visualizations, a consistent mechanism emerges. The book-to-market effect is strongest when financial information is neither highly reliable nor severely distressed. In these “moderate-quality” environments, investors struggle to fully distinguish the transitory components of earnings from their persistent counterparts. This makes valuation ratios particularly influential. Accrual intensity and financial strength jointly …

Marketcrafters: The 100-Year Struggle To Shape The American Economy, Jay Nathan

Journal of Global Awareness

No abstract provided.

Do Stakeholders Benefit From Green Bonds Denominated In Euro? Evidence From Global Greenium, Piotr Jaworski

Journal of Banking and Financial Economics

The aim of this paper is to estimate the greenium in the financial debt market, calculated as the difference between the yield of green bonds and conventional bonds with the same type of with respect to euro-denominated bonds, type of the debt security, type of issuers, and maturity. The hypothesis is The greenium for the euro-denominated bonds does exist. For the analysis, yield curves for green bonds and conventional bonds were built. It employed the yield curve methodology proposed by Nelson Siegel Svensson. Statistical tests on greenium were also prepared. Daily data were collected from the Refinitiv Eikon database, covering …

Exploratory Innovation: A New Perspective On Family Firms' Under-Diversification Puzzle, Po-Hsuan Hsu, Sterling Huang, Massimo Massa, Yaru Qian, Hong Zhang

Research Collection Lee Kong Chian School Of Business

We propose a new perspective on family firms’ puzzling under-diversification in product spaces: these firms first need to succeed in exploratory innovation so they may diversify into new product markets. We construct a large database of family ownership and patent records of U.S. public firms, and show that family firms produce more exploratory patents than others, a relation that is stronger among under-diversified family firms. In addition, we find that such innovation indeed helps family firms diversify business risks. A causal interpretation of our result is supported by (i) using the property division standard in state-level divorce laws as an …

Financial Safety Nets, Bank Risk And Depositor Behaviour In Central And Eastern Europe, Dorota Skała

Journal of Banking and Financial Economics

We studied expansions in financial safety nets and their relation to bank risk and depositor behaviour in Central and Eastern Europe, using time-varying regulatory data. In general, we find that stronger deposit insurance and state aid granted to banks are linked with both bank risk and depositor behaviour. However, these relations critically depend on whether safety net instruments are used separately or simultaneously. When deposit insurance is strengthened or state aid is granted, we confirm the standard moral hazard behaviour of banks visible in higher bank risk. In parallel, we observe more elevated deposit growth, implying lower market discipline. Conversely, …

Exploring The Bank Lending Channel: How Bank Characteristics Shape Monetary Policy Effectiveness, Filip Świtała

Journal of Banking and Financial Economics

This paper examines how individual bank characteristics influence the transmission of monetary policy through the bank lending channel. Using panel data and a Fixed Effects model validated by the Hausman test, the author analyses how bank size, capitalization, profitability and asset quality affect responses to monetary tightening. The study highlights the importance of inter-bank differences in shaping monetary policy effectiveness and offers insights for regulatory frameworks and macroprudential policies aimed at strengthening financial stability.

Effect Of Servant Leaders’ Humility, Active Listening, And Trust-Building On Employee Engagement In U.S. Private Financial Organizations, Sunny Sung Phd, Tom Butkiewicz Ph.D.

International Journal of Applied Management and Technology

Ineffective leadership characteristics hinder employee engagement in the financial industry, leading to negative organizational outcomes. The purpose of this quantitative, correlational, cross-sectional study was to examine the relationship between servant leaders’ humility, active listening, and trust-building and employee engagement in U.S. private financial organizations. The servant leadership theory of serving followers and the social exchange theory of reciprocity grounded this study. Using simple random sampling, the participants comprised190 employees from private financial organizations in the United States. They completed the Servant Leadership Scale-7; Servant Leadership Assessment Instrument factors 6 and 7; the hearing, understanding, remembering, interpreting, evaluating, and responding (HURIER) …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

2025 Private Capital Markets Report, Craig R. Everett

Pepperdine Private Capital Markets Report

The Pepperdine private cost of capital survey was originally launched in 2007 and is the first comprehensive and simultaneous investigation of the major private capital market segments. This year’s survey specifically examined the behavior of senior lenders, asset‐based lenders, mezzanine funds, private equity groups, venture capital firms, angel investors, privately‐held businesses, investment bankers, business brokers, limited partners, and business appraisers. The Pepperdine survey investigated, for each private capital market segment, the important benchmarks that must be met in order to qualify for capital, how much capital is typically accessible, what the required returns are for extending capital in today’s economic …

Esg News, Future Cash Flows, And Firm Value, Francois Derrien, Philipp Krüger, Augustin Landier, Tianhao Yao

Research Collection Lee Kong Chian School Of Business

We investigate the expected consequences of negative environmental, social, and governance (ESG) news on firms' future profits. After learning about negative ESG news, analysts significantly downgrade their forecasts at short and longer horizons. Negative ESG news affects forecasts more strongly at longer horizons than other types of negative corporate news. The negative revisions of earnings forecasts following negative ESG news largely reflect expectations of lower future sales, rather than higher future costs. Quantitatively, forecast revisions can explain most of the negative impacts of ESG news on firm value. Analysts are correct to revise forecasts downward following negative ESG news.

Sistema De Costos. Ecosistemas De Emprendimientos Rurales De Chía. Sector Turístico, Luz Alejandra Riveros Sáchica, Luz Mireya Rincón Mora, Diana Karina López Carreño

Ciencias Administrativas, Económicas y Contables

Sistema de costos. Ecosistemas de emprendimientos rurales de Chía. Sector turístico subraya la importancia de los emprendedores rurales a diferentes niveles, señalando la falta de información en las bases de datos gubernamentales. Además, busca que los emprendedores reconozcan el significado de su trabajo para identificarse como tales y participar activamente en la comunidad emprendedora. En este sentido, se describe cómo este grupo social no se ha articulado, ni han establecido mecanismos de cohesión que permitan la conformación de ecosistemas sostenibles direccionados hacia un mayor desarrollo. El presente libro sugiere temáticas puntuales para capacitaciones y asesorías educativas, especialmente en aspectos económicos …

The Cost Of Capital Calculation In The Project Finance Settings, Paweł Mielcarz, Dmytro Osiichuk, Adrian Struciński

Journal of Banking and Financial Economics

The paper aims at elucidating and solving the methodological problems around the estimation of the cost of capital in the project finance settings. By convention, capital budgeting analysts evaluate project finance ventures using the free cash flow for equity (FCFE) method, whereby cash flows, including cash, whose distribution is limited by debt covenants, are discounted with the project’s cost of equity. We argue that this approach is erroneous. From the standpoint of the sponsor company, only distributable cash flows should be taken into consideration when evaluating project finance ventures. In turn, the discount rate should be equal to the weighted …

When Positive Sentiment Is Not So Positive: Textual Analytics And Bank Failures, Aparna Gupta, Cheng Lu, Majeed Simaan, Mohammed J. Zaki

Department of Accounting and Finance Faculty Scholarship and Creative Works

We examine U.S. publicly traded bank holding companies (BHCs) that failed during the 2007–2009 global financial crisis. Using consolidated data at the BHC level and 10-K filings, we investigate the determinants of bank failures during this period using nonlinear machine learning (ML). The in-sample analysis demonstrates that 90% of the failed banks can be classified during 2007–2009. In addition, our sensitivity analysis for interpretable ML shows that net tone is among the top five important features. However, the power of tone/text is less evident when we consider predictive (out-of-sample) analysis. While nonlinear ML models such as random forest and support …

Low Beta Anomaly In Some European Emerging Markets, Tadeusz Winkler-Drews, Mateusz Mogilski

Journal of Banking and Financial Economics

The aim of the study was to identify the low beta anomaly and analyse the causes of its occurrence in five European emerging markets that were components of the MSCI Emerging Markets Europe index in the period 2010–2019. It was hypothesized that the determinants of the low beta anomaly in the analysed markets are factors from at least two of the three categories of variables. Using the Betting Against Beta model proposed by A. Frazzini and L. H. Pedersen (2014), we found that this phenomenon was not identified in three markets, but occurred in the remaining two markets, for which …

Real Earnings Management Among Industries: Does Market Competition Matter?, Michał Comporek

Journal of Banking and Financial Economics

This paper investigates real earnings management (REM) practices in public non-financial companies listed on the Warsaw Stock Exchange (WSE) from 2014 to 2023, focusing on sectoral differences and the influence of market competition. REM, defined as deviations from normal business operations aimed at manipulating reported earnings, can distort financial information and harm long-term firm value. This study contributes to the existing literature in two key ways. First, it examines variations in abnormal levels of production costs, sales, and discretionary expenditures – REM proxies based on Roychowdhury’s methodology – across sectors classified according to the WSE’s industry framework. This sectoral classification, …

The Role Of Microfinance In Improving Global Economy, Khamphou Milayome

Doctoral Dissertations (DBA)

This study investigates microfinance’s role in enhancing the global economy by examining its impact on economic growth, unemployment, and political stability. Secondary data from MIX Market and WDI were used in this study to assess these relationships. Multiple regression was conducted with EViews software to test regression models with the independent variables related to microfinance and microfinance institutions (MFIs). Using the data from South Asia and Southeast Asian countries, this study finds that microfinance significantly improves economic growth, reduces the unemployment rate, and strengthens political stability. Microeconomic variables used in the study are borrowing amounts and the cost per borrower. …

Participant Empowerment, Inclusivity, And Social Justice: A Review Of Meng Tian’S Arts-Based Research Methods For Educational Researchers, Niway Ayalew Adimasu

The Qualitative Report

In reviewing Arts-Based Research Methods for Educational Researchers by Meng Tian (2023), I found a priceless resource for contemporary scholars wishing to add cutting-edge arts-based techniques to their qualitative research inquiries. This book offers a thorough examination of how artistic mediums like poetry, theater, and visual arts can be used to investigate the emotional, psychological, and cultural aspects of education that conventional research frequently ignores. It does this by fusing theoretical understanding with helpful advice. The book focuses on participant empowerment, inclusivity, and ethical considerations when working with vulnerable populations highlights the book’s commitment to social justice, making it especially …

Can Esg Reduce Credit Risk? An Empirical Investigation Across Asean-5 Markets, Arrafif Pratama Zaini, Maria Ulpah

The Indonesian Capital Market Review

Based on stakeholder theory and signaling theory, companies with strong ESG performance send signals to various stakeholders, thus building trust and influencing better credit risk evaluation. This study empirically examines the effect of Environmental, Social, and Governance (ESG) performance on the credit risk of non-financial public companies in ASEAN-5 countries (Indonesia, Malaysia, Philippines, Singapore, and Thailand) over the period 2019-2023. Corporate credit risk is measured using 2 main approaches: the accounting-based and market-based models. Merton's KMV model calculates the probability of default (PD) using a market-based approach. In contrast, the Altman Z-Score predicts bankruptcy risk based on financial ratios in …

The Impact Of Effective Tax Rate And Cash Effective Tax Rate On The Capital Structure, Nguyen Vinh Khuong Dr., Tran Thao Vy, Nguyen Phuong Anh, Pham Thi Anh Hong, Bui Thi Ngoc Trinh, Cao Phuong Uyen

The Indonesian Capital Market Review

The study examines the impact of tax avoidance on the capital structure of listed companies on the Vietnam’s stock market. Conducting GLS regression testing and analysis through data of 657 enterprises listed on the two stock exchanges of Hanoi and Ho Chi Minh City in the period from 2015 to 2022. Research results have shown that initially, when businesses carry out tax avoidance, it will reduce the capital structure of the business because the marginal benefits received from tax avoidance are lower than the marginal costs from tax avoidance. However, after businesses carry out tax avoidance and the benefits from …

Underpricing Of The Malaysian Initial Public Offerings (Ipos), Wahidah Shari

The Indonesian Capital Market Review

This study evaluates the short-term performance of 469 Malaysian IPOs between 2002 and 2020. Previous studies have found that IPOs are underpriced in the short-term yet underperform in the long term. The short-term underpricing describes the phenomenon characterized by a significant increase from the offer price to the first day of closing price. The finding shows that Malaysian IPOs are significantly underpriced by 24.6% using offer-to-close return (OTC), which confirms the findings reported in previous literature. Separating OTC to offer-to-ask (OTA) and ask-to-close (ATC) indicates that a significant positive return is observed only in the OTA period but not in …

Information Production By Institutions And Information Extraction By Underwriters In Hybrid Ipo Auctions, Thomas J. Chemmanur, Pengfei Ma, Qianqian Yu

Research Collection Lee Kong Chian School Of Business

We analyze the informational properties of hybrid IPO auctions using a large and unique database of institutional bids from Chinese IPO auctions. We find strong evidence of information production by institutions about the intrinsic values of IPO firms and of underwriters extracting and using this information in IPO pricing. The IPO offer price is more sensitive to bids from institutions able to produce more precise information. In particular, the offer price is more sensitive to bids from domestic institutions, compared to bids from foreign institutions who likely have less knowledge or experience about the Chinese firms and financial market due …

The Impact Of Cost Leadership On Financial Distress Mediated Environmental, Social, And Governance, Steven Asher, Meythi Meythi, Riki Martusa, Rapina Rapina

Jurnal Akuntansi dan Keuangan Indonesia

Background: This study investigates the mediating role of environmental, social, and governance (ESG) performance in the relationship between cost leadership and financial distress among companies in Indonesia. Methods: Using path analysis, the research analyzed a sample of 43 firms listed on the Indonesia Stock Exchange from 2018 to 2022. Findings: The findings indicate that cost leadership positively affected ESG; however, no direct relationship was observed between cost leadership or ESG and financial distress. The mediation analysis reveals that ESG acted as a mediator, linking cost leadership to a reduced risk of financial distress. Conclusion: These results highlight the importance of …