Corporate Finance Commons^™

Investigating The Impact Of Artificial Intelligence On Financial Decision-Making And Professional Practice, Elijah Jones

Finance Undergraduate Honors Theses

The following study is an investigation into the impact of artificial intelligence (AI) as it relates to financial decision-making and professional processes. The focus of the study is to address the gap between theoretical applications analyzed by researchers and real-world use. The existing literature extensively analyzes the exponential growth of AI in finance over the years and its uses in relationship management, predictive analysis, trading, risk management, and more. While the studies show the potential transformative capability that AI has regarding workflows, there is limited data that shows how these newfound technologies are actually being adopted by professionals. To address …

Discounted Cash Flow Valuation Of Ethiopian Airlines Group: Country Risk, Currency Volatility, And Soe Dynamics In An Emerging Market Context, Rediet Wale Yirga

2026 Spring Honors Capstones Projects

This study presents a discounted cash flow valuation of Ethiopian Airlines Group, a state-owned enterprise in sub-Saharan Africa's largest aviation market. No published academic study has applied rigorous quantitative valuation to the airline within an emerging market framework. This research addresses that gap by constructing a multi scenario DCF model using audited financial data from FY2019/20 through FY2023/24, with projections through FY2029/30. The model incorporates a country risk premium using Damodaran's methodology and accounts for ETB/USD depreciation following Ethiopia's 2024 exchange rate liberalization. Sensitivity analysis identifies exchange rate volatility, fuel costs, and discount rate as primary drivers of enterprise value …

Exploring Determinants Of Value For Money And Bundling Effects On Public–Private Partnership Projects: A Data-Driven Empirical Study, Gaurav Khadka

Department of Construction Engineering and Management: Dissertations, Theses, and Student Research

Public–private partnerships (P3s) are widely used to deliver public infrastructure, yet current understanding of what drives variation in Value for Money (VfM) and the effectiveness of project delivery strategies such as bundling remains largely conceptual and grounded in perception-based evidence. Consequently, governments lack empirically validated guidance on which project, financial, and macroeconomic conditions meaningfully influence VfM outcomes and whether bundling improves project performance within the P3 context. This study addresses these gaps through an integrated analysis of 180 Canadian P3 infrastructure projects (1992–2020), one of the most comprehensive datasets of realized VfM internationally, incorporating project characteristics, financial arrangements, and macroeconomic …

The Seller Valuation Of Family Firm Exits: Socioemotional Wealth And Ceo Equity Ownership, Masahiro Nishii

Dissertations and Theses Collection (Open Access)

This study examines seller valuation in family-firm exit using the initial asking price from private M&A sales. In the sale of a family firm, it is known that seller valuation may go beyond financial value alone because owners often hold strong emotional attachments to the firm. However, it remains unclear whose judgment brings that non financial value into seller valuation and why this varies across types of family CEOs.

Drawing on socioemotional wealth theory, the study develops the mechanism at the CEO level. I argue that the anticipated SEW loss translates into seller valuation through the CEO’s judgment. When the …

Biodiversity Risk And Firm Valuation: Regional Heterogeneity And Value-Chain Exposure In Global Capital Markets, Madelein Wentzel

Doctoral Dissertations (DBA)

This study examines whether biodiversity-related risks are priced in global equity markets and whether that pricing varies across regions, using a cross-sectional sample of more than 10,000 globally listed firms with biodiversity and financial data drawn from the fourth quarter of 2025. Consistent with a regional heterogeneity hypothesis, the results show that biodiversity risk is significantly negatively associated with firm valuation in developed markets such as the United States and OECD countries, while the relationship is weaker, insignificant, or even positive in certain emerging regions including Latin America and the Middle East and Africa. The analysis further distinguishes between value-chain …

Cash Holding As A Mediating Variable In Economic Uncertainty And Corporate Leverage, Vina Christina Nugroho

International Conference on Business and Management Research (ICBMR)

This study explores how economic policy uncertainty (EPU) affects corporate leverage, with a focus on the role of cash holdings as a mediating variable. Using panel data from 3,947 non-financial firms in China between 2014 and 2023, the analysis applies fixed-effect regressions to examine this relationship. The results show that higher EPU significantly reduces corporate leverage, and firms with greater cash reserves tend to hold less debt. Further analysis reveals that this effect varies by investment intensity. High-investment firms reduce both cash and leverage under uncertainty, while low-investment firms increase cash reserves before lowering debt.This research offers insights into how …

When Social Fundraising Is Active But Hard To Measure: Nonprofit Lessons From Social Media Roi Research, Dr. Blair W. Loveland

Journal of Nonprofit Innovation

This article examines a nonprofit measurement problem that appears when social media is used to support fundraising but the organization cannot clearly connect that activity to a measurable financial result. The article draws on a non-experimental quantitative survey of 106 participants in roles tied to marketing, sales, or revenue reporting. The findings showed that social media use was common, but visibility into spending, formal ROI tracking, and end-to-end attribution was often weak. Seventy percent of respondents who answered the spend question did not know their organization's annual social media spend, 59 percent of respondents who answered the ROI question said …

Esg Greenwashing And Ownership Structure Under Information Asymmetry, Luu Thu Quang, Nguyen Dang Hai Yen, Vo Thien Trang, Tran Hoang Vu

European Management Studies

Purpose: This is the first paper to investigate how ownership structure influences ESG greenwashing, with a focus on the moderating role of information asymmetry. The study is set in Vietnam’s stock market, where state ownership remains significant and disclosure standards are still developing.

Design/Methodology/Approach: We construct a unique hand-collected dataset of annual reports from listed firms between 2020 and 2024. Greenwashing is measured using both disclosure–performance gaps and narrative-based textual analysis. Ordinary least squares and two-stage least squares regressions are employed, with robustness checks using alternative proxies for information asymmetry.

Findings: Results show that in transparent environments, …

Navigating Uncertainty: A Deep Insight Into Tariffs’ Effects On The Automotive Industry, Gavin J. Gautier

Honors Theses

The purpose of this thesis is to address the financial, strategic, and external effects caused by tariffs within the automotive industry, with a specific focus on the effects caused by the Section 232 tariffs imposed on aluminum and steel. More Specifically this thesis will examine a comparative analysis of General Motors between 2017 and 2018 during the Section 232 enactment. While traditional studies tend to observe the input-cost effect, my hope is to examine the broader effects at the firm-level, such as inventory shifts, cost management, and risk hedging procedure. Through an evaluation of GM’s 10-K filings, key financial ratios, …

The Driving Forces Of Relative Ceo To Employee Pay, Yixi Ning, Xavier Garza-Gomez, Hongxia Wang

Finance and Economics

In this paper, we examine the driving forces of CEO to median employee pay ratios from a macro-perspective using a sample of large corporations included in the DJIA index from 1949 to 2022. We find that CEO-employee pay ratios increase with the Industry Production Index and inflation rate, but decrease with GDP per capita growth rate, unemployment rate, stock market, and industry trends. Our results also show that CEO pay structure changes from salary and bonus-dominated to option and stock-dominated pay enable CEOs to enjoy a much better pay package compared to lower-level employees, while executive pay-related regulations in the …

Enterprise Risk Management And Firm Performance In China: The Moderating Role Of Risk Management Committee, Liang Yankun

Student Works (2020-2029)

Risk management has increasingly become an interesting topic among the academicians and industry practitioners, following the 2008 global financial crisis. Motivated from the growing evidence of the significant role of Enterprise Risk Management (ERM) in improving firm performance, this study examines the relationship between ERM and firm performance in the context of China. Furthermore, this study explores the moderating role of risk management committee (RMC) on the relationship between ERM and firm performance in China. Drawing upon 94 public listed firms on the Shanghai Stock Exchange from 2018 to 2021, this study finds that ERM has significantly and positively affects …

China Samr’S Review Process In Cross-Border Technology M&A, Gabriel A. Paknia

Honors Scholar Theses

China's State Administration for Market Regulation (SAMR) holds discretionary authority over the merger review process. This paper examines whether SAMR's review of technology and semiconductor transactions since the governing body's inception in 2018 reflects political-economic incentives beyond what competitive harm analysis alone would explain. The paper is broken into three core pillars: accessing SAMR's regulatory code to identify how flexibility to exercise discretion is codified, scrutinizing SAMR's full adverse outcome record for overrepresentation of technology and semiconductor deals, and deconstructing a semiconductor megamerger to illustrate those mechanisms with the backdrop of real time geopolitical events. I find that technology and …

2026 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 …

Corporate Response To The Black Lives Matter Movement: Determinants Of Speaking Out In Support Of Social Causes, A. J. Yuan Chen, Patricia M. Dechow, Samuel T. Tan

Research Collection School Of Accountancy

We document that firms vary in their timeliness of support for the Black Lives Matter (BLM) movement following the death of George Floyd in May 2020, and that timeliness is an indicator of authenticity. We predict that firms that speak out quickly in support of BLM (via Twitter or their websites) have made more investments in diversity and inclusion, relative to firms that speak out slowly (via conference calls or annual reports) or that remain silent. Consistent with this prediction, quick-disclosing firms have greater workforce diversity, have boards with greater ethnic diversity, and are more likely to tie executive compensation …

Macroprudential Easing Measures In The Context Of Contractionary Monetary Policy: The Case Of Brazil In 2014, Marcos Antonio Paliari, Marcos Roberto Vasconcelos

Journal of Banking and Financial Economics

This paper evaluates the effects of a macroprudential policy of regulatory easing implemented amidst a contractionary monetary policy in Brazil. The intervention, carried out by the Central Bank in the third quarter of 2014, relaxed reserve requirements on time deposits to stimulate bank credit for vehicle financing. Using a Difference-in-Differences approach with fixed effects by credit modality and month, the analysis is based on monthly disbursement data for consumer loans from 2011 to 2018. Twelve rolling monthly windows are used to capture the dynamic evolution of the policy’s effects. Results based on a synthetic control group indicate statistically significant and …

From Ancient Harmony To Modern Sustainability: Assessing The Coupling Of Taoist “Harmony Between Humanity And Nature” With Esg And Its Impact On Firm Innovation And Performance, Biyi Wang

Dissertations and Theses Collection (Open Access)

Against the backdrop of intensifying global ecological crises, the ESG evaluation system has become a core metric for corporate sustainable development worldwide. However, the Western-dominated ESG system lacks crucial cultural dimensions in its application within Chinese corporate practices. The ecological wisdom embedded in the Taoist concept of “Harmony between Humanity and Nature” offers a significant philosophical foundation for the ESG localization. Extant research has focused on the influence of Confucian culture on ESG, with insufficient exploration of the modern managerial value of “Harmony between Humanity and Nature”. A scientific coupling framework linking this concept with ESG indicators has yet to …

Can Financial Literacy Enhance Esg Disclosures?, Xiaoran Jia, Kiridaran Kanagaretnam, Kiat Bee Jimmy Lee, Chee Yeow Lim

Research Collection School Of Accountancy

Using an international sample of firms and two country-level measures of financial literacy, we find robust evidence of a positive relation between financial literacy and firms' Environmental, Social and Governance (ESG) disclosures. In cross-sectional analyses, we find that the effect of financial literacy in enhancing ESG disclosures is more prominent in poorer information environments, weaker legal institutions and weaker ESG reporting environments. Lastly, we find that financial literacy also enhances ESG performance. Our study contributes to and extends the literature by providing strong evidence that citizens' financial literacy enhances firms' ESG disclosure and the associated ESG performance.

Woulda, Shoulda, Coulda? The Impact Of Predictive, Prescriptive, And Prospective Expectations On Stakeholder Reactions, Yuri Mishina, Maxine Yu, David Gomulya

Research Collection Lee Kong Chian School Of Business

When and why might stakeholders react to firm activities in ways that might be different than, or even contradictory to, what we might expect based on the extant research? We draw on expectancy violation theory (EVT) and bring in the notion of heuristics and future-oriented expectations to examine this question, using a sample of investor reactions to earnings surprises from 2013 to 2019. We find that, in addition to comparing earnings to consensus earnings estimates, investors appear to compare the earnings surprises to the firm’s past performance and to its peers. Importantly, their expectations regarding future interactions with the firm …

Application Of Open-Source Small Large Language Models For Finance Report Analysis, Tue Vu, Mark Austin, Marcel Tuijn

SMU Data Science Review

The rapid integration of generative AI in finance introduces both opportunities and challenges, particularly when analyzing sensitive data such as Securities and Exchange Commission (SEC) filings. This study investigates the use of open-source Small Large Language Models (SLLMs), deployed locally through the Ollama and LangChain frameworks, combined with Retrieval-Augmented Generation (RAG) for extracting financial insights relevant to index performance and reporting quality. Two key objectives guide this work: (1) benchmarking multiple open-source SLLMs for sentiment analysis, multiple-choice reasoning, and financial question answering, and (2) assessing the feasibility of locally deployed SLLMs for domain-specific financial queries. A standardized set of 50 …

The Impact Mechanism Of Low-Carbon Circular Development On Comprehensive Performance: Evidence From Manufacturing Firms, Xuejun Hu

Dissertations and Theses Collection (Open Access)

The advancement of the dual-carbon goals and the deepening of green transformation have positioned the impact of low-carbon circular development on firm performance as a central issue in corporate sustainabilityresearch. Taking Chinese A-share listed manufacturing firms from2007 to2022 as the research sample, this study constructs an indicator systemof firms’ low-carbon circular development from two dimensions—resource utilizationefficiency and emission control efficiency—and assesses comprehensive performance from financial and non-financial metrics. On this basis, the combined weighting–TOPSIS method is employed to measure the levels of low-carbon circular development and comprehensive performance. Amultidimensional fixed-effects panel model is used to examine their relationship. Furthermore, total …

Institutional Cross-Ownership Of Peer Firms And Revelatory Price Efficiency, Young Jun Cho, Holly I. Yang, Yue Zhao

Research Collection School Of Accountancy

We argue that cross-ownership increases the amount of private information in stock price, enhancing the ability of stock price to provide feedback to managers. Consistent with this argument, we find greater cross-ownership heightens a firm’s investment-q sensitivity. This effect is stronger for firms with a lower propensity for voluntary disclosure and for firms whose managers hold less private information. Furthermore, we find that cross-ownership is negatively associated with the sensitivity of a firm’s investment to its peers’ stock prices. Additionally, cross-ownership has a stronger impact on the investment-q sensitivity when measured among investors who trade more actively the firm’s shares. …

Financial Leverage And Firm Performance: An Empirical Review And Analysis, Iqbal Md. M Islam

Journal of Global Business Insights

This paper examines the dual impact of financial leverage on corporate performance by analyzing empirical data across developed and developing nations, industries, and different periods. Leverage can enhance profitability through tax benefits and improved efficiency, but it also maximizes financial risk, making its effects highly context dependent. Theoretical frameworks such as the Trade-off Theory, Modigliani-Miller Theorem, Agency Theory, and Pecking Order Theory offer diverse perspectives on how debt influences firm outcomes. Empirical findings reveal mixed results; moderate leverage may lower capital costs and boost performance, whereas unnecessary debt can lead to financial distress. Disparities emerge between developed and developing economies. …

Bank Finance And Private Sector Development: A Comparative Study Of Sub- Saharan Africa And The Oecd Economies, Raymond Asamoah

Doctoral Dissertations (DBA)

The study examines bank credits to the private sector and the factors driving bank decisions in 25 Sub-Saharan Africa (SSA) countries and 25 Organization for Economic Co-operation and Development (OECD) countries, which are considered both developing and developed countries by the International Monetary Fund (IMF) and the World Bank, with comparative stabilized economies. It focuses on the factors that influence banks to offer credit to the private sector. Domestic credit to the private sector as a percentage of gross domestic product (GDP) is used as the dependent variable. 8 determinants or explanatory variables are used to explain Bank credit decisions. …

Effect Of Fintech Adoption On Commercial Banks’ Stability: Evidence From Gcc And North Africa, Ibrahim Ahmed

Theses and Dissertations

This paper looks at how financial technology (FinTech) adoption affects bank stability, measured by distance to default. It uses a unbalanced panel of listed banks from the Gulf Cooperation Council (GCC) and North Africa over the period from 2010 to 2024. To consider differences in bank risk and institutional traits, the study uses random-effects panel regressions along with quantile regression models and interaction specifications. These methods allow the effects of FinTech to change depending on the level of bank risk and the size of the bank. The results indicate that FinTech development does not have the same effect on banks’ …

Greenhouse Gas Emissions And Stock Market Volatility In The Eurozone: Evidence From Sectoral Structure And Climate Policy, Toulin Mohamed Albostany

Theses and Dissertations

This study examines the relationship between greenhouse gas (GHG) emissions and stock market volatility in the Eurozone from 2000 to 2023. The analysis is driven by increasing concerns regarding climate related financial risks, investigating whether various types of emissions induce financial market instability and whether this relationship is influenced by the economic frameworks and climate policy contexts. Utilizing annual panel data from 20 Eurozone countries, stock market volatility is assessed by a Dynamic Conditional Correlation Generalized Autoregressive Conditional Heteroskedasticity (DCC-GARCH) framework, which accounts for time-varying volatility and inter-market dependence. The empirical strategy integrates pooled OLS, fixed-effects models, and instrumental-variables Generalized …

A Quantitative Analysis Of Corporate Social Responsibilities In Ghana, Musah Dumah, Juliet Yaa Boateng

Business Management Review

This study investigates the impact of corporate social responsibility (CSR) on financial performance of banks on the Ghana Stock Exchange from 2019-2023. The research used a descriptive approach and the panel data regression analysis to examine how social, environmental, and economic dimensions of CSR influence Return on Assets (ROA), Capital Adequacy Ratio (CAR) and Return on Equity (ROE). The results indicate significant positive link between social and environmental dimensions of CSR and both ROA and ROE, which aligned with both the stakeholder and the resource-based view (RBV) theories as these theories talk about serving the interest of stakeholders and efficient …

Ownership Structure And Corporate Tax Avoidance In Malaysia: The Moderating Role Of Multinational Corporation Status, Tan Shu Qi

Student Works (2020-2029)

This study examines the relationship between ownership structure and corporate tax avoidance among Malaysian publicly listed firms, with particular emphasis on the moderating role of multinational corporation (MNC) status. Drawing on agency theory, the study investigates how three ownership types government ownership, managerial ownership, and institutional ownership influence firms’ tax avoidance behaviour. Using a quantitative research design, the study analyses panel data from 885 non-financial companies listed on Bursa Malaysia’s Main Market over the post-COVID-19 period from 2021 to 2023. Tax avoidance is proxied using adjusted effective tax rates (ETRadjusted), and panel regression techniques are employed to test the hypothesised …

Green Banking Disclosure And Financial Trade-Offs: Evidence From Indonesia’S Banking Sector, Nafis Dwi Kartiko, Amrie Firmansyah

Bulletin of Monetary Economics and Banking

This study explores the relationship between green banking disclosure, firm performance, and firm value, with firm size and age as moderating variables. The study analyzed 578 observations from 43 banking companies in Indonesia. The findings reveal that green banking disclosure significantly negatively impacts firm performance and value, suggesting that green banking efforts may not always yield positive shortterm financial outcomes. However, firm size and age were found to moderate these relationships. Based on these findings, the study highlights the importance of carefully designed green banking strategies and a deeper understanding of their financial impacts by banking management. It also emphasizes …

Ceo Duality And Environmental Efficiency : Empirical Case Study On Chinese Publicly Listed Companies Between 2015-2024, Mariam Ahmed El Taher

Theses and Dissertations

Abstract

The paper investigates the potential effects of CEO duality—where the CEO also chairs the board—on environmental efficiency in Chinese listed companies between 2015 and 2024. Energy intensity, or total energy use per unit of revenue, serves as a stand-in for environmental efficiency. In the full sample, CEO duality is consistently linked to higher energy intensity (≈19–27 units; p< 0.01) using firm, year, and (in the pooled models) sector fixed effects with firm-clustered standard errors, suggesting lower environmental efficiency under unified leadership. In line with creditor discipline, market capitalization is typically negative and substantial, headcount is positive, and leverage (Net Debt/EBITDA) is negative. Moderation tests reveal that leverage significantly reduces the duality–inefficiency link (Duality×Leverage ≈ −0.49; p< 0.05), while interactions with board conflicts, working capital, gender diversity, and disclosure/independence are statistically insignificant.

The study uses an instrumental-variable estimation to account for potential endogeneity, where CEO duality may itself be influenced by unobserved firm characteristics or past performance. Diagnostic tests (Anderson LM, Cragg–Donald F, and Sargan) confirm that the instrument, which is based on …

Patents In Paradise: The Evolution Of Patent Law In The Cayman Islands, Andrew W. Torrance, Andrew P. Morriss, Lisa C. Friedman

Journal of Intellectual Property Law

This study examines the Cayman Islands’ unique position in the global intellectual property (IP) landscape, contrasting its success as an exporter of financial and legal services with the inherently domestic nature of patent protection. We hypothesize that due to this limitation, the Cayman Islands functions as a strategic, cost-effective jurisdiction for augmenting patent protection initially obtained elsewhere. Our research provides the first comprehensive analysis of Caymanian patents, and through a quantitative examination of patent family data—including filing trends, economic valuation, geographic distribution, and assignee profiles—we find strong empirical evidence to support this thesis.
Our findings reveal a disproportionate presence of …