Accounting Commons^™

Navigating New Capital Sources: Financing Constraints And The Growth Of Private Credit, David George Mathias Jr.

CMC Senior Theses

The rapid growth of private credit—non-bank lending where firms receive funds directly from private lenders like asset managers, private equity firms, and institutional investors—has reshaped corporate financing dynamics. This paper examines how private credit influences firm financing constraints and macroeconomic risk through the use of a dataset consisting of private credit deals, firm-level financial metrics, and macroeconomic indicators from 1995 to 2023. Regression analysis reveals that private credit has an insignificant effect on financing constraints as it generally acts as a substitute for traditional financing and a counterforce to tightening bank policies. However, a significant relationship emerges between private credit …

When Does Top Management Team Diversity Matter In Large Organizations?, James M. Plecnik, Shan Wang, Frances Fabian

Accounting Faculty Works

Top management teams (TMTs) drive strategic leadership, but there is little clarity on when the composition of these upper echelons most impacts organization performance. Drawing from the categorization-elaboration model, we study an 18-year sample of approximately 4500 organizations and over 32 000 executives and find a positive relationship between TMT functional diversity and organization performance, but only for the smaller organizations. We tested how organization size (and correlates of age/complexity) negatively interacts with functional diversity. Testing for TMT integration proxies, top management tenure counteracted the negative impact of size, making functional diversity beneficial in large organizations as well. Additionally, CEO …

Joann: Analyzing The Downfall Of America’S Beloved Crafting Retailer, Savanna Solano

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

Essays On Application Of Machine Learning To Financial Statement Fraud, Lin Xia

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation is composed of two studies, both of which revolve around the application of machine learning to financial statement fraud. The first study entitled, “Complementary Role of Algorithm and Theory for Financial Statement Fraud” investigates the nature of relationship of theory building research and machine learning algorithms. Recent research on financial statement fraud has seen an increase in the use of machine learning techniques. While some machine learning based studies build on variables from causal inference research, others claim that machine learning algorithms work better with raw accounting variables and thus cast doubt on the role of …

Risk Factors And Fraud Loss Magnitude: Informing Anti-Fraud Strategies, Robert Elias

Graduate Theses, Dissertations, and Problem Reports (ETD)

Fraud research posits risk factors may be utilized to identify individuals who are predisposed to perpetrate fraud (ACFE 2024). I find perpetrators who exhibit the following risk factors result in statistically higher fraud losses: living beyond their means, excessive pressure to perform within the organization, having excessive control issues regarding their job, are reluctant to take vacations, have a “wheeler-dealer” attitude, or addiction problems. I further find perpetrators who exhibit risk factors which are likely to be observed in a work setting are more likely to result in higher fraud losses. However, perpetrators who exhibit risk factors which are more …

Analysis Of The Public Acceptance Of Cryptocurrency In The Central African Republic, Bruno Gbado

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation explores the public acceptance of cryptocurrency in the Central African Republic (CAR), applying the Technology Acceptance Model (TAM) as the theoretical framework. The study adopts a research model and survey instrument derived from a previous published research paper. Data were collected through paper-based surveys from 357 respondents, mostly students and faculty members at the University of Bangui in the CAR. The responses were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with Smart PLS software. The results reveal that increased awareness of cryptocurrency significantly boosts its acceptance, with factors such as perceived ease of use and perceived …

The Dark Tetrad And The Intention To Invest In Cryptocurrency, Amy Bauer-Sinicin

Graduate Theses, Dissertations, and Problem Reports (ETD)

The Dark Tetrad comprises four distinct negative personality traits with some overlapping qualities: narcissism, Machiavellianism, psychopathy, and sadism. Characterized as being risky and speculative, cryptocurrencies are not backed by government banks like fiat currencies, nor do they offer the same privacy when engaging in transactions.

Narcissists may view cryptocurrency investment as an opportunity to showcase their financial acumen, reinforcing their self-image. Machiavellians see the decentralized, loosely regulated market as ideal for exploiting opportunities through strategic manipulation. Psychopaths, drawn by the market’s volatility, may engage in exploitative schemes for personal gain. Sadists may find satisfaction in the power and control they …

State Determinants Of Medicaid Fraud Convictions: Insights From Panel Regression Analysis, Kevin Patrick Krantz

Graduate Theses, Dissertations, and Problem Reports (ETD)

Medicaid is the largest public health insurance program in the United States, providing critical coverage to over 78 million low-income individuals, children, and people with disabilities. While Medicaid fraud has received extensive public and political attention, empirical research examining enforcement outcomes across states remains limited. This study analyzes state-level Medicaid fraud metrics from 2010 to 2022 to evaluate how structural and policy changes, particularly rising managed care enrollment and the implementation of the 2010 Affordable Care Act and the 2016 Managed Care Final Rule, have shaped enforcement outcomes. Using random-effects generalized least squares (GLS) and fixed-effects panel regression on a …

The Impact Of Key Audit Matters On Earnings Quality: The Moderating Role Of Ownership Structure In Egyptian Listed Companies., Dina Hassouna, Rasha Elhaddad, Rasha Elbolok

Business Administration

This study investigates the influence of key audit matters (KAMs) on earnings quality, measured by earnings per share (EPS), in Egyptian listed companies, with a particular focus on the moderating role of ownership structure. To address potential endogeneity concerns, the study employs the generalized method of moments (GMM) for panel data analysis. The findings indicate that KAM disclosures have a significant negative impact on EPS, suggesting that increased disclosure of critical audit matters is associated with a decline in earnings quality. However, this relationship is moderated by ownership structure, as concentrated ownership helps mitigate the adverse effects of KAMs on …

Bed Allocation Model For Infection Control During A Pandemic, Rosemary R. Seva, Dennis E. Cruz, Lourdes Marie Tejero

DLSU Business & Economics Review

This study proposes a model of allocating beds in a hospital considering infection control during a pandemic. The problem was formulated using the quadratic assignment problem (QAP) in a multi-period planning horizon. The main objective is to

minimize the spread of infection by maximizing the total distance (TD) between areas assigned to the pandemic and non- pandemic patients. Model validation using GAMS showed that the assignment of patient groups to areas is determined by

the arrival rates of patients and the area’s capacity. The model was able to identify periods when the sharing of space was more advantageous. The model’s …

The Follower Fallacy: Revisiting Engagement Hypothesis By Evidencing Nonlinear Dynamics In Influencer Marketing, Pranjal Jain, Pooja Jain, Anju Jain

DLSU Business & Economics Review

The traditional premise posits a positive correlation between influencer following (indegree) and engagement metrics, covering likes, shares, comments, and so forth. This study aims to either affirm or dent this engagement hypothesis. Through a methodical analysis of engagement data, this research recognizes potential deviations from the anticipated linear trajectory. Contrary to antecedental social influence, campaign customization, indegree composition, and post components define diverse nonlinear trajectories, empirically challenging the existing research assumptions underlying hypothesis. By evidencing the multifaceted dynamics of influencer engagement, this study offers critical insights for marketers navigating the complexities of contemporary digital marketing landscapes, facilitating the optimization of …

Determinants Of Corporate Capital Structure And The Emerging Role Of Intangibles And Innovation: The Case Of Japanese Corporations, Michael Angelo A. Cortez

DLSU Business & Economics Review

This study aims to modernize capital structure determinants in line with changing economic environments by incorporating the function of intangible assets, particularly innovations, into capital structure decisions. Traditional independent variables such as tangibility, firm size, profitability, growth opportunities, and profitability have been thoroughly researched, but the growing importance of intangible assets and innovations in the contemporary economy with advanced technology calls for a reassessment of their impact on capital structures. I examine 95 enterprises listed in the Nikkei over 11 years (2014–2024) using cross-section generalized least squares regression and dynamic panel data estimation. Results show that corporate leverage decisions (debt-to-equity …

Assessing The Impact Of Shifting To Non- Combusted Alternatives To Reduce The Economic Cost Of Tobacco-Related Illnesses: A Cost Of Illness Approach In The Philippine Case, Christopher James Cabuay

DLSU Business & Economics Review

Smoking continues to be one of the leading causes of death and disability around the world. Recent health studies, however, have reported that these diseases are more likely to be due to the smoke from burning rather than the actual nicotine content. This study uses a cost-of-illness approach in estimating the cost of smoking-related illness in the Philippines and calculating the potential reduction in costs if a significant portion of the adult smoking population switches to the exclusive use of non-combusted alternatives (NCAs), which drastically reduces the risk of contracting smoking-related diseases. This study finds that cost reductions in the …

Vocational Education And Training (Tvet) And Its Impact On The Employment Prospects Of The Als Graduates, Martha Joy J. Abing, Mitzie Irene P. Conchada

DLSU Business & Economics Review

The pressure for technical-vocational education and training to deliver skilled and competent laborers has become a major concern in the labor market. As such, the strong desire to explore the effectiveness of TVET’s skills training programs remains. There is limited literature on the employability of the alternative learning system graduates in comparison to those graduates of the ALS program who did not pursue TVET. Using the dataset of the World Bank STEP Skills Measurement Household Survey for the Philippines, 2015-2016, this study seeks to determine whether completing TVET has significantly increased the employability of ALS graduates. Utilizing the method of …

A Review Of Climate Change And Its Financial Impact On The Transportation Sector, Ray Anthony L. Almonares

DLSU Business & Economics Review

In this paper, I review the existing literature on climate risks—both transition and physical—and their relationship with firm performance, with a specific focus on transportation finance. I find that the broad literature on carbon emissions and firm performance overlooks two critical characteristics of the global transportation sector: its heavy reliance on fossil fuels and the international scope of its operations. As a result, the conclusions drawn from this body of work may not be directly applicable to global transportation companies. Furthermore, I examine existing studies on extreme sea levels and the global maritime transportation sector, noting that these studies have …

Performance Auditing Trends At A Supreme Audit Institution: Uk National Audit Office, 1999 To 2021, Amir Michael, Laurence Ferry, Bruce Mcdonald, Henry Midgley

School of Public Service Faculty Publications

Performance audits have become increasingly important across the world. Scholars know that a variety of practices are incorporated within performance audits and have mapped this diversity. However, few quantitative studies examine performance auditing as a practice. This study fills that gap. By analyzing the published performance audit documentation of the UK National Audit Office (NAO), the study explores the influences of governmental change and crises behind changes in a supreme audit institution's performance audit. It also examines whether performance audits are diverse by examining the language used by the auditors. The study provides evidence that neither crises nor changes of …

Timing Is Everything: Congruence, Controllability, And Performance Measure Weighting, Hayden T. Gunnell, Gary Hecht, William B. Tayler, Kristy L. Towry

Faculty Publications

We investigate whether the weights managers place on performance measures for performancebased compensation depend on whether weights are determined at the beginning or end of the performance period. We propose that managers frame the weighting decision differently depending on timing. Specifically, prior to employee effort, managers frame the decision as intended to align employee effort to firm objectives, whereas after employees have exerted effort, managers frame the weighting decision as intended to evaluate employee effort. Thus, we expect, and find, that managers weight measures that are more congruent with firm objectives more heavily when weightings are determined ex ante (before …

Redesigning Executive Incentives: The Rising Role Of Subjective Performance Measures, Zackery D. Fox

Faculty Publications

Despite the growing use of subjective performance incentives used in executive bonuses, empirical evidence on their effectiveness remains inconclusive. This study explores three aspects of subjective metrics in bonus plan design: their prevalence, the goals they target, and their impact on managerial behavior and firm outcomes. First, I document 53.8 percent of CEO bonus plans include at least one subjective performance measure, and among these plans, an average of 38.9 percent of total bonus weight is allocated to these measures. Using machine learning, I show subjective metrics target incentives related to employees, firm culture, and executive performance. Second, using the …

Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu

Faculty Publications

Lawyers play an important advisory role in drafting financial reports, yet empirical evidence documenting the influence of external legal counsel on this process remains sparse. This study focuses on a specific aspect of lawyers’ drafting process: the practice of reviewing disclosures previously filed by other issuers—a practice termed “disclosure benchmarking.” Using initial public offering (IPO) disclosures as the setting, we find that disclosure benchmarking is associated with amore efficient Securities and Exchange Commission (SEC) review process. We further find that it is associated with several measures of disclosure quality, including disclosures that are less likely to be revised in subsequent …

The Future Performance Implications Of Non-Gaap Motivated Investment, Minkwan Ahn, Theodore E. Christensen, Ryan G. Johnson, Melissa F. Lewis-Western

Faculty Publications

We investigate whether consistent non-GAAP reporting is associated with investment efficiency. Prior research finds a positive association between non-GAAP reporting and investment levels, concluding that it represents overinvestment. We corroborate this positive association, but additional tests are not consistent with the conclusion of inefficient overinvestment. Specifically, we explore the relation between investment and future cash flows as a proxy for the realization of investments in positive net present value projects. We find that the investments of firms that consistently report non-GAAP metrics are associated with similar or higher future cash flows than the investments of firms reporting only GAAP earnings, …