Accounting Commons^™

Harvest Gold Distillery, Alexis Mackey, Alexander Grecco, Cole Smith, Maggie Patterson, Blake Benko

Williams Honors College, Honors Research Projects

The goal of our research project is to establish and grow Harvest Gold Distillery: a corn-based liquor distillery in Ohio that aims to produce and sell high-quality spirits while offering unique services that enhance outreach in the community. The motivation behind this business venture is rooted in one of our team member’s family traditions; Alex’s family makes homemade liquors, which has fostered an in-depth understanding of the distillation process. Alex’s firsthand experience with the craft provides a solid foundation, yet we recognize that starting a distillery involves significant challenges and requires thorough research in several functions of business. This project …

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 …

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 …

Evaluating The Perceived Benefits Of Education In Revenue Cycle Management And The Impact On Medical Claims Reimbursement, Jessica L. Miller

Student Dissertations

Efficient Revenue Cycle Management (RCM) is essential for healthcare organizations to ensure timely and accurate reimbursement for medical claims. The research problem was the significant inadequacies in RCM process in medical billing that has resulted in financial burdens imposed on providers, patients, and the organizations that provide medical services. There are clearly identified educational gaps in RCM that contribute to claim denials, delays, and revenue loss, underscoring the need for robust training programs. The purpose of this study was to explore the perceived impact of education in RCM on medical claim reimbursement outcomes within the U.S. healthcare system. The study …

Navigating Workforce Utilization Metric In The Indian It Industry: A Multifaceted Study, Shipra Jha

Management Dynamics

The measurement of workforce utilization is a critical concern for organizations, especially within the dynamic landscape of the IT industry. This research explores the multifaceted nature of utilization metrics by devising Utilization Insight Elicitation Framework (UIEF), focusing on three major themes: defining utilization and understanding the significance, assessing its impact on employee well-being, and contemplating its future relevance. Examining utilization from cost and revenue perspectives reveals how organizations optimize costs while ensuring project profitability. The study scrutinizes the balance between cost-focused and headcount-centered approaches, considering employees' roles and project demands. Additionally, it discusses factors for inclusion/exclusion in utilization calculations and …

Vale Strategic Audit, Nikolas Mancio

Honors Program: Senior Projects (Public)

The Chinese government is critical in shaping the global mining and metals industry, specifically for companies like Vale S.A., the world’s largest iron ore and nickel producer. China’s dominance as the largest importer of iron ore significantly impacts commodity prices and demand, with its government exerting substantial influence through production quotas, infrastructure spending, and environmental regulations. Vale’s strategic position in the Chinese market is a cornerstone of its operations. It is supported by investments in distribution centers, blending facilities, and high-grade iron ore that align with China’s environmental goals. However, this reliance also makes Vale vulnerable to shifts in Chinese …

Audit Firms' Entry Into H-Share Audit Market And Mainland Audit Pricing: Evidence From China, Rui Zhang, Gaoliang Tian, Zichen Tian, Liuchuang Li

Research Collection School Of Accountancy

Purpose: This study aims to investigate whether mainland Chinese audit firms’ entry into the H-share market to provide audit services affects their mainland audit pricing. Design/methodology/approach: Using data on A-share listed companies in China from 2008 to 2018, a difference-in-differences model to test the research question is designed. Robustness tests are conducted to rule out alternative explanations and additional tests to shed light on the extent and inner workings of the main effect. Findings: The entry of mainland audit firms into the H-share audit market leads to a significant decrease in mainland audit pricing. Moreover, this main effect is (i) …

Do Commercial Ties Influence Esg Ratings? Evidence From Moody's And S&P, Xuanbo Li, Yun Lou, Liandong Zhang

Research Collection School Of Accountancy

We provide the first evidence that conflicts of interest arising from commercial ties lead to bias in environmental, social, and governance (ESG) ratings. Using the acquisitions of Vigeo Eiris and RobecoSAM by Moody's and S&P as shocks to the commercial ties between ESG rating agencies and their rated firms, we show that, after their acquisitions by the credit rating agencies (CRAs), ESG rating agencies issue higher ratings to existing paying clients of the CRAs. This effect is greater for firms that have more intensive business relationships with the CRAs, but weaker for firms with more transparent ESG disclosures or higher …

Applying Deep Learning To Detect Abnormal Event Log Traces: A Non-Rule-Based Framework, Yunsen Wang, Tiffany Chiu, Miklos A. Vasarhelyi

Department of Accounting and Finance Faculty Scholarship and Creative Works

Process mining is an efficient method that can analyze the full population of transactions using the event log of business processes. Conventional rule-based process mining techniques can detect anomalies; however, it tends to trigger a large number of false alarms. To improve the efficiency of anomaly detection using process mining, this study adopts a deep learning-based classification approach to detect anomalies in the traces of event logs. This approach contributes to the literature by proposing a non-rule-based process mining technique based on deep learning. Results demonstrate that the proposed non-rule-based process mining method can help auditors focus on transactional anomalies.

Improved Estimation Of The Correlation Matrix Using Reinforcement Learning And Text-Based Networks, Cheng Lu, Papa Momar Ndiaye, Majeed Simaan

Department of Accounting and Finance Faculty Scholarship and Creative Works

We propose a data-driven methodology to shrink the correlation matrix and, hence, the covariance matrix using reinforcement learning (RL). Our approach does not impose any assumptions on the stock returns and can be applied to any covariance matrix target. It focuses on the special case of the global minimum variance portfolio and investigates the economic value of our methodology by utilizing text-based networks (Hoberg and Phillips, 2016). The portfolio selection problem, hence, boils down to determining the optimal shrinkage policy using RL. The empirical analysis utilizes a large universe of stocks covering more than 400 assets and 20 years as …

Politically Connected Firms And The Cash Flow Sensitivity Of Cash: International Evidence, Yuanto Kusnadi

Research Collection School Of Accountancy

This paper examines the role of political connections on the cash flow sensitivity of cash using a sample of international firms. The finding reveals that the cash flow sensitivity of cash is lower for politically connected firms than their non-connected counterparts, which is supportive of the precautionary motive of cash holdings. Further analyses reveal that the result is driven by political connections that are made through the directors of the firms and with members of parliament, as well as by differences in country-level institutional infrastructure. Overall, the empirical results corroborate that of previous studies on the relevance of the precautionary …

Discretionary Dissemination On Twitter, Richard M. Crowley, Wenli Huang, Hai Lu

Research Collection School Of Accountancy

The study provides large-scale descriptive evidence on the timing and nature of corporate financial tweeting. Using an unsupervised machine learning approach to analyze 24 million tweets posted by S&P 1500 firms from 2012 to 2020, we find that firms are more likely to tweet financial information around significantly negative or positive news events, such as earnings announcements and the filing of financial statements. This convex U-shaped relation between the likelihood of posting financial tweets and the materiality of accounting events becomes stronger over time. Whereas research based on early samples concludes that firms are less likely to disseminate financial information …

Public Enforcement Through Independent Directors, Xiaoxi Li, Pingui Rao, Yong George Yang, Heng Yue

Research Collection School Of Accountancy

We examine how public enforcement and private enforcement interact to contain self-dealing activities in emerging markets. Using data from China, we find that firms receiving comment letters concerning related party transactions (RPTs) from stock exchanges significantly reduce their RPTs in subsequent years. We further find that (1) the subsequent reduction in RPTs is more pronounced when independent directors have higher career or reputation concerns and (2) independent directors are more likely to dissent or resign if their firms do not significantly reduce RPTs after receiving RPT comment letters, especially if they have high reputation concerns. Our study sheds light on …

Big Data Analytics And Management Forecasting Behavior, Beng Wee Goh, Na Li, Tharindra Ranasinghe

Research Collection School Of Accountancy

This paper investigates whether the use of Big Data analytics by firms has a spillover effect on management forecasting behavior. Insights provided by Big Data could potentially improve firms’ ability to forecast earnings (supply channel) and investor demand for earnings information is likely higher for firms engaging in data analytics (demand channel). Using a text-based measure of firms’ commitments to and usage of Big Data analytics, we find that Big Data analytics usage is positively associated with the propensity to issue management earnings forecasts. Consistent with the “supply channel” explanation, we find that Big Data analytics usage is positively associated …

Informativeness Of Key Audit Matters: Evidence From China, Beng Wee Goh, Kiat Bee Jimmy Lee, Dan Li, Muzhi Wang

Research Collection School Of Accountancy

This study examines whether the key audit matters (KAMs) disclosed in expanded audit reports as a part of recent regulatory reforms are informative for investors in an emerging economy setting. Using the recent adoption of expanded audit reports for firms listed exclusively in Mainland China, we find robust evidence that the abnormal trading volume and earnings response coefficients (ERCs) are higher and that stock price synchronicity is lower during the postadoption than preadoption period. In additional tests, we find evidence that KAMs are more informative for non-state-owned enterprises (non-SOEs), smaller firms, and firms with a smaller analyst following. Finally, we …

Can Corporate Sustainability Performance (Csp) Overcome Indonesia's Corporate Debt Problems?, Johnson Ferry Febrian, Nora Sri Hendriyeni

Jurnal Akuntansi dan Keuangan Indonesia

Based on IMF publications (2022), Indonesian companies have a risky debt level that may cause bankruptcy, so companies are required to make leverage adjustments to return the debt to its optimal level. In recent years, corporate sustainability performance (CSP) practices have been proven to improve performance and overcome financial problems such as debt by integrating sustainability aspects into business processes. Based on stakeholder theory and trade-off theory, this study aims to examine the effect of CSP on leverage adjustment and the role of competitive advantage, equity mispricing, profitability, and firm size in moderating this relationship. This study used a sample …

Beyond The Number: Tone Analysis In Annual Reports, Ani Wilujeng Suryani, Dinda Tustika Apta Fauz

Jurnal Akuntansi dan Keuangan Indonesia

In making decisions, stakeholders utilize not only quantitative information but also qualitative information, such as annual reports. However, annual reports in narrative form are often used to exaggerate company performance data. One aspect that influences stakeholders’ decision is tone. This study aims to examine the impact of positive tone disclosure in management analysis reports and discussions on company value. This study was conducted on 166 financial and property companies listed on the IDX. Management analysis and discussion reports were categorized according to their tone. Using linguistic inquiry and word count software (LIWC-22), the procedure yielded more precise and consistent analysis. …

Do Fundamental Financial Ratios Affect The Company's Stock Price? Indonesia Evidence, Arumega Zarefar, Armadani Armadani

Jurnal Akuntansi dan Keuangan Indonesia

The objectives of this research aims to examine the effect of corporate fundamental financial ratios on stock prices and to examine whether firm age determine stock prices in the perspective of signaling theory. Here Generalized Least Squares (GLS) approach was used as the main analysis technique, and Ordinary Least Squares (OLS) was incorporated for the robustness test. The research was conducted on companies listed on the Indonesia Stock Exchange during the 2014-2020 period. This study finds that return on assets, solvency ratio, and Tobin's Q positively affect stock prices, that cash ratio has a negative effect on stock prices, and …

The Effect Of Tax Avoidance, Tax Rate Change, And Sustainability Disclosure On Earnings Management, I Putu Hendy Bimantara Dinata, Asqolani Asqolani

Economics and Finance in Indonesia

This study aims to analyze the effect of tax avoidance, changes in tax rates, and sustainability disclosures on earnings management. The sample in this study is public companies listed on the IDX for the period 2018–2021. The results of this study indicate that tax avoidance has no effect on earnings management. In addition, after the reduction in the corporate income tax rate, companies tend to conduct earnings management to reduce revenue. In the sustainability aspect, environmental sustainability disclosure has no effect on earnings management, while social sustainability disclosure has a positive effect on earnings management. The results of this study …

Prosocial Ceos, Corporate Policies, And Firm Value, Mei Feng, Weili Ge, Zhejia Ling, Wei Ting Loh

Research Collection School Of Accountancy

This paper examines how chief executive officers' (CEOs') prosocial tendency influences corporate policies and firm value. We use individuals' involvement with charitable organizations as a proxy for prosocial tendency. We find that, compared to firms with non-prosocial CEOs, firms with prosocial CEOs have lower executive subordinate turnover, implement more employee-friendly policies, experience higher customer satisfaction, and engage in more socially responsible activities. We also find that firms with prosocial CEOs have higher value and lower risk, partly due to the corporate policies adopted by prosocial CEOs. These results are corroborated when we compare changes in corporate policies and firm value …

When Do Corporate Good Deeds Become A Burden? The Role Of Corporate Social Responsibility Following Negative Events, Changhyun Kim, Yoonseok Zang, Heli Wang, Kate Niu

Research Collection School Of Accountancy

This study investigates the differential roles of corporate social responsibility (CSR) in the context of negative events. By categorizing CSR and negative events by their respective stakeholder groups, primary and secondary stakeholders, we theorize and test differential impacts of CSR and their interaction effects with different types of negative events. We propose that, while CSR toward secondary stakeholders offers the monotonous risk-tempering effect, CSR toward primary stakeholders has heterogeneous effects when facing negative events. Specifically, the effect of CSR toward primary stakeholders varies with the type of negative events. When negative events are associated with secondary stakeholders in the domain …

The Effect Of Pcaob Inspections On Corporate Innovation: Evidence From Deficiencies About The Valuation Of Intangibles, Jungbae Kim

Research Collection School Of Accountancy

I examine the economic consequences on corporate innovation when PCAOB inspections cite auditors for insufficient procedures in auditing the valuation of intangibles. I find that the clients of deficient auditors recognize larger and timelier impairments of intangibles, suggesting that affected auditors increase scrutiny about the valuation of intangibles in subsequent audits. This effect obtains only for valuation-related deficiencies and is salient for the clients of auditors who receive such deficiencies repeatedly. I also document real effects that the clients of deficient auditors exhibit less use of external mergers and acquisitions—which yield recognizable intangibles whose valuation is subject to increased auditor …

Financial Assessment Of Executive Decision-Making And Risk Management: A Case Study Of Autozone, Carolina Hollis

Honors Theses

This area of investigation pertains to the business organizational structure, executive summary, and risk management decisions of AutoZone within the 2022-2023 fiscal year. This analysis was performed by examining previous financial records, the yearly 10-K report, and various research databases regarding the financial performance of retail auto part companies. Many different sources were used to gather information about AutoZone. AutoZone has an intricate financial system that maintains the going concern by addressing current issues within the financial world to combat problems they could face in the future. These risk factors include inflation, interest rates, energy prices, political climates, and supply …

In-Depth Examination Of Financial Accounting: Case Studies Analysis, Gurpreet Singh

Honors Theses

This thesis is a collection of different accounting case studies over 2 semesters. There are eleven cases that make up this thesis including. There are various topics involved in all these cases including: 102 Minutes that Changed America, Design Your Life – Atlanta, Excel Crash Course, Financial Implications of Covid-19 on Pfizer, Important Influencer Interview – Vince Chamblee, Case Competition – Overview, Case Competition – Audit, Case Competition – Tax, Case Competition – Advisory, Case Competition – Risk, Case Competition – Presentation. All the cases over the two semesters proved to be a great learning for me. Case VI through …

A 360-Degree Approach To Accounting, Kaleel Salloum Iii

Honors Theses

This thesis consists of one year of research related to the modern day accounting and financial industry. There are numerous topics that are covered, with the first four sections being related to one company’s financial statements and operating conditions. Each of these sections includes their own abstract that outlines the scope of the research. The remaining parts of the thesis are topics, events, and industries related to modern day accounting. This research was completed and submitted to the faculty of The University of Mississippi in partial fulfillment of the requirements of the Sally McDonnell Barksdale Honors College.

Jp Morgan Chase Strategic Analysis, Carson Swartzbaugh

Honors Program: Senior Projects (Public)

JP Morgan Chase is an American financial institution that touches all sides of the financial sector, including commercial banking, consumer banking, investment banking, and asset management, to name a few. JP Morgan Chase is the largest American Bank and a global leader in the financial industry. A PESTEL analysis of JP Morgan Chase and the financial sector of the United States will give an overall view of the industry while providing critical insight into the opportunities and challenges faced by JP Morgan Chase and its competitors. Additionally, Porter’s Five Forces will focus on the competitive environment in which JP Morgan …

Financial Literacy And Ipo Underpricing, Xiaoran Jia, Kiridaran G. Kanagaretnam, Chee Yeow Lim, Gerald J. Lobo

Research Collection School Of Accountancy

Using an international sample of IPO firms and two country-level measures of financial literacy, we find strong evidence that financial literacy is negatively associated with IPO underpricing. In cross-sectional analyses, we find that the effect of financial literacy in reducing IPO underpricing is more pronounced when the information environment is less transparent. Employing path analysis, we document that information friction, firm transparency, and stock market participation are mechanisms that mediate this relationship. Our study contributes to and extends the literature by providing strong evidence that citizens' financial literacy has an important and consistent influence on IPO underpricing.

The Governance Of Director Compensation, Lily Fang, Sterling Huang

Research Collection School Of Accountancy

The average total compensation of directors in U.S.-listed companies was $342,030 in 2020, 5.06 times the median household income. Directors set their own pay, giving rise to potential self-dealing. We argue and document that in the presence of self-dealing, external mechanisms such as legal standards act as effective means of governance. Following a landmark Delaware court ruling that subjected director pay to a more stringent legal standard, Delaware-incorporated firms reduced director compensation relative to non-Delaware firms and experienced positive and non-transient stock price reactions. Our results indicate that proper governance of director compensation enhances firm value.

The Effect Of Massage Therapy On Test Anxiety Experienced By Traditional-Aged Undergraduate Business Students, Jorge A. Pazmiño

Graduate Theses, Dissertations, and Capstones

Test anxiety impacts traditional-aged undergraduate business students and influences their academic performance and overall well-being. This study explored the efficacy of massage therapy (MT) as a means of mitigating test anxiety within this demographic. Building on existing literature that addresses the consequences of anxiety and alternative coping mechanisms, this research study focused on MT as a potential strategy for test anxiety management. The study employed the Adult Manifest Anxiety Scale–College Version (AMAS-C) to gather data from participants at a private liberal arts institution in the East South-Central region of the United States. An experimental group received an MT intervention, while …

Intrafirm Knowledge Sharing In The Investment Research Industry, Artur Hugon, An-Ping Lin, Stanimir Markov

Research Collection School Of Accountancy

We study interdepartment knowledge sharing in an investment research setting where the benefits are potentially significant for the brokerage and the capital market, but so are the frictions impeding it. Using hand-collected data on equity analyst access to in-house debt research expertise, we find significant benefits to equity analysts in the form of improved ability to forecast cash flows and to anticipate credit rating downgrades. Moreover, we find evidence that access to management and research expertise underlie in-house debt analysts' capacity to generate information beneficial to equity analysts. Finally, these benefits exist only in the presence of a collaborative brokerage …