Accounting Commons^™

Signaling Innovation: The Nontax Benefits Of Claiming R&D Tax Credits, Bradford F. Hepfer, Hannah W. Judd, Sarah C. Rice

Faculty Publications

Using the IPO setting, we test whether firms signal the quality of their investments in innovation activities by claiming R&D tax credits. We find the presence and amount of the R&D credit are each associated with lower information asymmetry and with higher investor demand at IPO. Conservatively, we estimate that sample firms realize additional IPO proceeds of 32–45 percent of their creditable R&D expenditures, indicating economically significant non-tax benefits associated with the R&D credit. We verify the R&D credit signal by showing its positive association with firms’ future patenting activity, patent citations, and post-IPO stock returns. Results from these tests …

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, …

Price Transparency And Patient Engagement: Social Messaging Matters, Jace B. Garrett, Keaton C. Helquist, Steven D. Smith, William B. Tayler

Faculty Publications

OBJECTIVES: To examine the effects of price transparency and prosocial messaging on price-protected consumers’ health care choices as a potential cost-saving strategy to manage rising US health care expenditures.

STUDY DESIGN: Cross-sectional study. Participants were recruited to complete a basic questionnaire via Amazon’s Mechanical Turk program. Participants’ selections were subsequently collected and analyzed.

METHODS: Participants (N = 567) selected a sleep study provider from 5 options, with manipulations including financial responsibility, provision of price information, and a prosocial message encouraging high-value options.

RESULTS: Price transparency increased the selection of lower-cost options among participants who were solely responsible for paying for …

Psychological Reactance Theory And Tax Evasion Intentions, Diana Falsetta, Brian C. Spilker

Faculty Publications

This study experimentally examines how tax administration service inefficiencies in the form of tax return processing delays from paper-filed tax returns indirectly affect taxpayer tax evasion intentions through taxpayers’ psychological reactance to the delay. We further consider whether this indirect effect is different when the taxpayer willingly chooses to paper file their tax return versus when the taxpayer is forced to do so. Consistent with Psychological Reactance Theory (PRT), we find that when taxpayers receive delayed refunds, they experience psychological reactance (e.g., anger and frustration with the tax administration) that increases their tax evasion intentions. Further, we find that the …

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 …

The Contributors, Marites Tiongco

DLSU Business & Economics Review

No abstract provided.

Does Social Capital Mitigate Managerial Self-Dealing? Evidence From Insider Trading, Sung Gon Chung, Jimmy Lee, Sang Hyun Park

Research Collection School Of Accountancy

In this study, we examine whether the social capital surrounding the firm’s corporate headquarters mitigates managerial self-dealing in the form of opportunistic insider trading. We find strong evidence that the level of social capital in the region surrounding the firm’s headquarters is negatively and significantly associated with insider trading profitability. We also find that the negative association between social capital and insider trading profitability is more pronounced when governance is weaker and corporate opacity is higher, instances where insiders have greater opportunities to trade on their private information. Further analyses on the potential mechanisms suggest that the negative association is …

Breaking The Language Barriers? Machine Translation Technology And Analysts’ Forecasts For Firms With Foreign Operations, Bingxu Fang, Pengkai Lin

Research Collection School Of Accountancy

We study the impact of machine translation technology on analysts’ forecasts for firms with foreign operations. Exploiting the staggered rollout of Google Translate’s support for translating foreign languages into English, we find that U.S. analysts improve their forecast accuracy for firms with substantial business exposure to the corresponding foreign countries. We obtain similar evidence using an international sample of analysts covering firms outside their home countries. The improvement in forecast accuracy is greater for analysts with limited language skills or brokerage resources to process foreign information. Further analysis suggests that analysts raise more questions about firms’ foreign exposure during conference …

Comparing Esg Reporting And Market Dynamics In The Technology And Consumer Industries: Analyzing Investor Reactions And Understanding The Future Of Corporate Reporting, Sophia Nguyen

CMC Senior Theses

The increasing emphasis on Environmental, Social, and Governance (ESG) reporting has sparked debate about its influence on market reactions and corporate transparency. This thesis investigates the impact of ESG disclosures on investor behavior and market dynamics within the technology industry specifically, focusing on the correlation between ESG performance and stock price volatility, as well as other financial ratios. This relationship will be compared to those of various companies within the consumer business industry, to determine whether investors have the same reactions towards consumer business companies compared to consumer-facing technology companies and other technology companies. Additionally, the study explores whether investors …

Uncovering Earnings Management In The U.S. Tech Industry: Strategies To Meet Or Just Beat Analyst Eps Expectations, Morgan Schilling

CMC Senior Theses

This paper investigates earnings management practices within the U.S. tech industry, focusing on firms that meet or just beat analyst EPS expectations. I specifically built off the Stubben (2010) model that used discretionary revenue to identify potential mismanagement across multiple industries. The modified model incorporates deferred revenue as well as accounts receivable to identify revenue recognition practices in an industry where subscription based revenue is highly relevant. I hypothesize that tech firms with aggressive revenue recognition strategies, particularly those with higher levels of accounts receivable, are more likely to engage in earnings management in order to meet EPS targets. A …

Altman Z-Score Relationship With Stock Price Performance After Layoff Announcements, Natalie Phillips

CMC Senior Theses

This paper examines the broader implications of such workforce reductions, historically prevalent in corporate environments since the advent of "new capitalism" in the late 20th century. Characterized by intense global competition, deregulation, and technological advancements, this era saw a surge in corporate downsizing as a means to enhance efficiency and competitiveness. Despite the strategic intentions, layoffs often signal underlying organizational challenges, prompting critical inquiry into their short- and long-term impacts on firm performance and investor sentiment. Central to this study is the exploration of whether a firm's Altman Z-Score, a metric predicting bankruptcy risk, influences stock price reactions following layoff …

Labor Versus Capital: Impacts Of Employment Lawsuits On Capital Expenditures, Victoria Williams

CMC Senior Theses

This thesis explores the relationship between employment-related litigation and capital expenditures (CapEx) within firms, particularly focusing on the trade-off between labor and capital as automation becomes increasingly viable. It investigates whether legal challenges in the form of labor lawsuits prompt companies to increase investments in automation to mitigate future labor risks and costs related to employing human workers. The research includes analysis of the impact of litigation on CapEx across different time periods and industries. Results suggest a significant, though not unequivocally robust, positive correlation between litigation and CapEx increases. Notably, the impact of litigation on CapEx was more pronounced …

How Did The Implementation Of Asc 842 Affect Credit Markets And Stock Performance Among Publicly Traded Firms With Extensive Lease Obligations?, Eduardo Hernandez

CMC Senior Theses

I investigate whether the mandatory lease capitalization under ASC 842 led to measurable shifts in market-based assessments of firm risk, from both a creditor and investor perspective. Sampled firms and financial quarters are segmented based on lease intensity (a proxy for a firm’s reliance on leases) and firm size (based on market capitalization). Contrary to initial expectations, the results suggest that firms with higher lease intensity experienced a significant increase in stock returns and a decline in bond yields following the implementation of ASC 842, which indicates that the added transparency may have reassured equity and credit investors. This study …

Accounting Metrics And Stock Sensitivity: A Comparative Analysis Between Small Cap And Large Cap Companies, Diana B. Carranza

CMC Senior Theses

This study examines whether the cumulative abnormal returns (CARs) of small-cap companies are more sensitive to accounting metrics such as return on assets (ROA), return on investment (ROI), return on equity (ROE), and the debt-to-equity (D/E) ratio compared to large-cap companies. Using a sample of firms from the S&P 500 and S&P 600, moderated linear regression models were applied to test the relationship between profitability, leverage, and stock price reactions. The models include interaction terms with firm size and control for time-fixed effects. The results show that while profitability metrics are positively and significantly associated with CARs for large-cap firms, …

The Pricing Of Forecast-Based Earnings Uncertainty In Equity Markets, Brenda G. Galvan

CMC Senior Theses

This paper constructs a firm-level measure of earnings forecast uncertainty by adapting the macroeconomic methodology of Jurado et al. (2015) to micro-level financial statement data from Compustat and CRSP. Using a two-stage estimation procedure, I first forecast the scaled year-over-year changes in earnings, defined as the change in income before extraordinary items normalized by firm sales,based on lagged firm fundamentals. I then model the squared forecast errors to extract the unpredictable component of earnings variation, generating a forward-looking, firm-specific measure of ex-ante uncertainty. Empirically, I examine whether this forecast uncertainty measure is priced in equity markets by regressing future stock …

Optimal Capital Allocation Decisions And Investments In The Nba, Anderson Cynkar

CMC Senior Theses

This thesis investigates the relationship between salary concentration and winning in the NBA, primarily focusing on how the concentration of payroll among top-earning players influences success. Several concentration metrics were constructed and employed including the use of a Herfindahl-Hirschman Index (HHI) to measure the share of payroll each player receives across a team. I used fixed effects regressions and clustered standard errors at a team level to control for unobserved factors that remain the same over time. The results revealed a consistent inverted U-shape curve, signaling that an optimal concentration of capital exists for the highest paid player, two highest …

The Effect Of The Tcja And Cares Act On Charitable Contributions And The Financial Health Of The Nonprofit Sector, Nathanio A. Bright

CMC Senior Theses

This thesis examines the impact of the Tax Cuts and Jobs Act of 2017 and the Coronavirus Aid, Relief, and Economic Security Act of 2020 on charitable contributions and nonprofit financial health. The standard deduction increase introduced by the TCJA disincentivized middle to low-income earners from making contributions. In March 2020, Congress temporarily increased the AGI limit on charitable deductions while simultaneously offering an above-the-line deduction for all U.S. taxpayers. While earlier studies have analyzed the effect of the TCJA in disincentivizing charitable contributions, no study has examined the moderating effect of the TCJA and CARES Act in affecting contributions …

The Counter-Cyclicality Of Earnings Management: Evidence Through 2024, William J. Hall

CMC Senior Theses

This thesis examines the relationship between macroeconomic conditions and earnings management, extending the analysis of Hillegeist and Lin (2019) using updated data through 2024. Based on 16,635 firm-quarter observations, my study affirms the results found in prior literature and confirms that there is a negative association between the change in GDP and the direction of firms’ earnings management behavior, indicating that earnings management is counter-cyclical. My study also finds that firms manage earnings asymmetrically based on the current macroeconomic state, with firms managing earnings more in economic downturns and less in expansions. My findings suggest that despite major macroeconomic and …

Steering Through The Investment Potential Of Lear Corporation, Wazni Abed Jaber

Senior Honors Theses and Projects

Lear Corporation stands for the intersection of innovation and tradition within the electrically, autonomously, and sustainability-driven world. Based on our financial analysis of Lear using free cash flow projections, dividend valuation, and WACC modeling, we estimate the stock’s value at $140.28. Yet it seems that behind all those financial numbers there are so much larger questions: Can a 100-year-old automotive giant reform itself when consumer needs change rapidly, competition remains relentless, and regulators are under ever-increasing pressure? This analysis examines Lear’s financial strength and how it plans to adapt and grow amid ongoing industry change. In the end, Lear’s story …

Portfolio Construction Analysis, Liam Peoples

Senior Honors Theses and Projects

This project examines the construction and evaluation of a diversified equity portfolio designed to generate positive risk-adjusted alpha relative to the S&P 500 over a five-year investment horizon. The analysis is conducted within a macroeconomic environment characterized by structurally higher interest rates, slowing real GDP growth, and elevating geopolitical and political risks. A comprehensive top-down assessment of financial, economic, industrial, global, political, housing, and trade dynamics forms the foundation for establishing portfolio selection criteria. Emphasis is placed on balance sheet strength, durable cash flows, and pricing power, reflecting the higher cost of capital and increased volatility relative to the pre- …

Healthcare Consolidation: Effects On Corporate And Private Healthcare Facilities, Kaydence N. Mcdonald

Undergraduate Honors Theses

In this thesis paper the concept of healthcare consolidation is discussed. The distinctions between small and large healthcare organizations’ structures and functions are explained first. Knowing the distinction between how the different sized healthcare organization’s function will give a better understanding to how consolidation occurs in the facilities. The benefits and challenges that small and large healthcare organizations offer is discussed next. After setting an understanding of the differences in healthcare organizations based on size this paper gives a definition of consolidation, and the forms used in healthcare organizations. It discusses vertical, horizontal consolidation, mergers, and acquisitions. Then the paper …

Accounting Aspects Of Appraisals, Raymond A. Weber

Bachelors’ Theses

The purpose of this thesis is to explain the application of appraisals to the following specific accounting problems: 1. The Establishment of Plant Accounts 2.The Determination of Invested Capital 3. The Distribution of Departmental Investment

It is important to keep accurate property records in every line of industry; yet property accounts are subject to many inaccuracies, and their correct maintenance offers many perplexing problems to the accountant. This thesis is, therefore, an attempt to point out some of the more common errors which creep into property records, and to show how appraisals may be applied to correct these errors. Particular …

Analysis Of Technology Skill Requirements For Entry-Level Accountants, Jiane Louella Tolentino Rabara

Theses and Dissertations

This study examines the evolving impact of emerging technologies on skill requirements for entry-level accountants. Using a mixed-method approach that combines literature review and quantitative analysis of 2,257,082 job postings from 2021 to 2024 provided by the Butler Center for Research and Economic Development, the study evaluates trends in employer expectations across firm sizes and time. Chi-square tests revealed significant changes in the proportion of postings requiring technological skills (χ² = 117,672, df = 3, p < .001), indicating a shift in how technology-related competencies are presented in job ads. Specifically, while previous job postings often included general technical skills alongside traditional accounting tasks, recent job postings increasingly emphasize advanced or specialized technologies—such as ERP systems, cloud accounting platforms, and automation tools. This shift suggests that employers are moving away from broad technical expectations toward more targeted skill sets, reflecting the evolving technological demands of the profession. A separate chi-square test found a significant relationship between technological skill requirements and job ad duration (χ² = 2,309.57, df = 4, p < .001). However, no consistent pattern of longer posting duration was observed for technology-oriented roles. Literature-based synthesis further showed that large accounting firms continue to demand more advanced technological competencies than smaller firms. Overall, while traditional accounting skills remain predominant, the findings indicate a transition toward more specialized technological expectations in the entry-level accounting role.

Research Portfolio, Kezia Mariam Abraham

Graduate Research Papers

No abstract provided.

Navigating Uncertainty In Global Auditing: Institutional Barriers, Coordination Challenges, And Auditor Responses, Eric P. Krause

2025

Enhancing transparency and coordination in global auditing is increasingly critical as financial markets become more interconnected. My dissertation examines how regulatory fragmentation and uncertainty shape cross-border audit practices and outcomes. Through three related studies, I explore the effects of economic and political uncertainty, regulatory tension, and global audit network structures on audit-related decisions and consequences. The first paper is a literature review that synthesizes findings from over 40 empirical studies on how economic and political uncertainty affect financial reporting, capital markets, and auditor behavior. Motivated by the rise of uncertainty indices—such as the Economic Policy Uncertainty (EPU) Index (Baker et …

Watchdogs Or Lapdogs: How Audit Committees Influence Financial Reporting Quality And Cybersecurity, Yanru Yang

2025

With the increasing complexity of the business environment, the role of corporate governance and oversight is expanding continuously. Grounded in archival research, my dissertation consists of three studies that explore the features of audit committees in monitoring both financial reporting and broader areas, such as cybersecurity.

The first paper, co-authored with Gopal Krishnan and Wei Yu, examines the implications of audit committee (AC) director departure for financial reporting quality and audit risk. We find that the departures in the firms with most concerning AC departures are associated with a higher likelihood of a future “Big R” restatement announcement and auditor …

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 …