Finance and Financial Management Commons^™

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

Finance Faculty Publications

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

Does A More Functionally Diverse Top Management Team Make The Financial Statements More Comparable?, Md Mahmudul Hasan, Audrey Wen-Hsin Hsu, Sayan Sarkar, Tsung-Hsuan Joey Yang

Accounting Faculty Publications

We examine whether top management team (TMT) functional diversity affects financial statement comparability. Drawing upon upper echelons theory and the information sharing perspective in diversity research, we argue that TMT functional diversity produces more comparable financial statements due to better information sharing and integration. Using a sample of US firms, we find that financial statement comparability is positively associated with TMT functional diversity. We also find that the positive relationship between TMT functional diversity and comparability is more pronounced in firms with a poor information environment. Our findings remain robust after addressing endogeneity concerns. This study contributes to the existing …

Stringency Of Family Firms And Owner-Managers In The Transition To Low-Carbon Emissions, Morten Bennedsen, John Doukas, Halit Gonenc

Finance Faculty Publications

This study examines the relationship between carbon emissions and stock returns, with a focus on the role of family ownership and management. Using a sample of 435 publicly listed firms from 14 Western European countries over the period 2010–2020, we explore whether financial markets perceive family-controlled firms, particularly those led by family-member CEOs, differently in terms of their commitment to sustainable practices. Consistent with prior research, our results indicate that firms with higher emissions earn higher stock returns while simultaneously experiencing lower market valuations, consistent with the presence of a carbon risk premium driven by elevated carbon transition risk. Crucially, …

International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi

Finance Faculty Publications

This study is the first investigation of the relationship between corporate cash holdings and financial literacy (FL). We find that a one‐standard‐deviation increase in FL is associated with an 8%–27% reduction in corporate cash holdings, depending on the measure of FL used. Moreover, higher FL reduces the market value of excess cash, indicating that financially literate environments discourage value‐destroying cash accumulation. The results remain robust across alternative definitions of FL and cash holdings, estimation methods, and country subsamples. We further rule out the influence of endogeneity, refinancing risk, and variation in cash needs. Additional analyses identify agency costs as the …

Natural Resource Rents And Energy Poverty Nexus In Next Eleven Economies, Muhammad Salah Uddin, Ayub Ali, Zobayer Ahmed, Md Nasir Uddin Sikdar, Ahsan Habib, Abdullah Elah Al-Mahde

Finance Faculty Publications

Energy poverty (EP) remains a persistent global challenge with important implications for economic development, public health, and social welfare. While natural resources, particularly oil and gas, are often viewed as key sources of energy access, their effectiveness in mitigating EP remains underexplored in emerging economies. This study examines the relationship between natural resource rents (NRR), specifically oil rents (OR) and natural gas rents (NGR), and energy poverty (EP) in the Next Eleven (N-11) countries from 2000 to 2020. The primary objective is to assess how NRR influences EP at various levels of poverty using the Method of Moments Quantile Regression …

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

Finance Faculty Publications

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

Lost In The Language: Data Breaches And The Strategic Fog Of Risk Disclosures, Ling Tuo, Shipeng Han

Accounting Faculty Publications

This study examines whether firms strategically adjust the readability of Item 1A (“Risk Factors”) disclosures following data breaches. Using U.S. firm-year observations from 2006 to 2023, we find that data breaches are associated with a significant decline in Item 1A readability. This decline is not accompanied by a meaningful increase in informational content; instead, post-breach disclosures exhibit higher syntactic complexity, more positive tone, and lower textual similarity to prior and industry peers' filings, consistent with strategic obfuscation rather than transparent reporting. The readability decline is amplified among firms facing higher litigation risk but attenuated among firms with stronger reputations for …

Beyond Price: How Platform Power Shapes Demand Allocation In Online Hotel Channels, Ling Ling, Timothy Webb, Zvi Schwartz

Human Movement Studies & Special Education Faculty Publications

Rate disparity remains a widely used but poorly understood pricing strategy in the hotel industry. While previous research generally assumes that lower prices shift demand toward less expensive channels, this study investigates whether such effects occur in practice. Using high-frequency booking and pricing data from five full-service hotels across multiple online travel agencies (OTAs), we analyze how rate disparity relates to the distribution of demand across channels. The findings show that the impact of price differences is limited, highly non-linear, and strongly dependent on contextual factors. Channel market power and hotel-specific characteristics seem to play a more significant role than …

A New Functional Setting For Term Structure Modeling Using The Health-Jarrow-Morton Framework, Michael Pokojovy, Ebenezer Nkum, Thomas M. Fullerton Jr.

Mathematics & Statistics Faculty Publications

The well-known Heath–Jarrow–Morton (HJM) framework provides a universal and efficacious instrument for modeling the stochastic evolution of an entire yield curve by explaining the interest rate dynamics in continuous time under no-arbitrage conditions. Existing implementations involve exponentially weighted function spaces as theoretical settings for the former stochastic evolution. While the choice of weight can have a drastic effect on model calibration and subsequent forecasting, it cannot be estimated from market data and does not allow for any objective interpretation. The proposed approach does not have this shortcoming as it adopts a suitably designed unweighted function space. The HJM equation is …

Two Essays On Firms’ Reactions To Major Events In Rival Companies, Alireza Askarzadeh

Theses and Dissertations in Business Administration

The first essay of this dissertation examines the influence of peer credit rating downgrades on firms’ financial decisions. The results show that firms respond to a rival’s downgrade by increasing excess debt capacity, excess cash holdings, excess net working capital, and the excess cash conversion cycle. They also accelerate their speed of adjustment (SOA) toward target capital structures. These adjustments are motivated by a desire to mitigate the higher costs and risks associated with financial distress and to preserve competitive advantage. Moreover, firms with more capable managers, and those operating in environments with greater market competition, higher information asymmetry, and …

Two Essays On Lottery-Like Stocks, Reihaneh Haghighi Zadeh

Theses and Dissertations in Business Administration

Essay 1: Momentum and Investors' Lottery-like Preference

Previous empirical studies have consistently shown that lottery-like stocks exhibit unconditionally low average returns due to investor overreaction to extreme short-term gains. However, the results show when the momentum strategy is jointly conditioned on stocks with high maximum daily returns (MAX), high-MAX stocks yield significantly higher future returns than their low-MAX counterparts. For value-weighted portfolios, a momentum strategy applied within the high-MAX category generates an average monthly return of 2.5%, compared to only 0.25% in the low-MAX category. This return premium exceeds that of the standard momentum strategy proposed by Jegadeesh and Titman …

Internationalization And Investment Efficiency, Alireza Askarzadeh, Kenneth Yung

Graduate Student Government Association Research Conference

Conflicting results in the literature regarding the effect of internationalization on firm performance motivate this study to examine this effect through an important but less studied channel. Unlike previous literature mainly focusing on the impact of internationalization on firm financial performance, this study examines operational performance and probes how internationalization affects firms’ investment inefficiency, thus demonstrating an important aspect in determining the success of international strategies. By applying the concepts of transaction cost economics and agency theory to a sample of US firms between 1989 and 2022, we find evidence that internationalization has a positive relationship with investment inefficiency and …

Managers' Staging Of Earnings Conference Calls Around Actual Share Repurchases, Hong Kim Duong, Chuong Do, Huy N. Do

Accounting Faculty Publications

We use earnings call transcripts to examine whether managers strategically change their disclosure behaviors before an actual share repurchase. Our findings suggest that managers use tone management to strategically portray a more negative outlook for the firm in the earnings call before an actual repurchase. In addition, we find that managers of repurchasing firms “cast” the call with more unfavorable analysts even when more favorable analysts are available. These disclosure strategies aim to influence the information flows to the market and allow repurchasing firms to repurchase their shares at a discounted price. We further show that insiders of repurchasing firms …

Has The Iasb Successfully Achieved Its Stated Goals? A Literature Synthesis And Theoretical Model, Stephen B. Salter, Hong Kim Duong, Gaurav Gupta

Accounting Faculty Publications

The purpose of this paper is to examine whether the International Accounting Standards Board (IASB) has been successful in achieving its stated objective of enhancing the comparability of financial reports produced across the globe. According to IFRS.org, "IFRS Accounting Standards bring transparency by enhancing the international comparability and quality of financial information, enabling investors and other market participants to make informed economic decisions." To meet our research objective, we summarize the research on international financial reporting standards (IFRS) found in seven relevant ABDC A and A* journals for 2016-2021. Based on the examination of published research, we create a model …

The Integration Of Big Data In Fintech: Review Of Enhancing Financial Services Through Advanced Technologies, Soudeh Pazouki, Mohammad B. Jamshidi, Mirarmia Jalali, Arya Tafreshi

Management Faculty Publications

Big data analytics is revolutionizing the FinTech industry, offering new opportunities for real-time decision-making, personalized financial services, and improved risk management. By leveraging advanced technologies like machine learning and artificial intelligence, financial institutions can efficiently detect fraud, predict market trends, and create innovative solutions tailored to customer needs. Big data also plays a critical role in promoting financial inclusion through alternative credit scoring models, providing access to credit for underserved populations and fostering broader participation in the financial system.

However, the integration of big data into FinTech is not without its challenges. Issues such as data privacy concerns, regulatory complexities, …

The Impact Of Short-Term Rental Activity On House Prices: Evidence From Coastal Virginia, Navid Safari, Lei Zhang, Timothy M. Komarek

Finance Faculty Publications

Short-term rentals such as Airbnb have grown substantially in recent years. In this study, we investigated the effect of Airbnb rentals on neighboring house prices in Hampton Roads, Virginia. We focus on three different measures of Airbnb activity to obtain more robust results. Our measures include active Airbnb listings, active listings with at least one reservation, and the sum of reservations over three different periods. Consistent with previous literature, our main results show that prior Airbnb rental activity has a positive impact on the surrounding housing sales prices. Furthermore, the localized impact diminishes over geographic space (i.e., distances greater than …

Introduction To The Issue, Craig S. Maher, Bruce D. Mcdonald Iii

School of Public Service Faculty Publications

This edition of Public Finance Journal brings together research exploring critical issues in public finance, from voter perceptions of fiscal health to the evolving landscape of municipal finance and intergovernmental grants. As governments at all levels navigate financial sustainability, transparency, and accountability, these studies provide fresh insights into how financial policies and practices influence governance and public trust. The articles examine the political consequences of municipal credit ratings, the practical challenges of public records laws, the complexities of managing federal grants at the local level, and the rise of green bonds as a financial instrument for sustainable development. This research …

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 …

Budgeting For Social Equity: Exploring The (Nearly) Unknown, Bruce D. Mcdonald Iii, Sean M. Mccandless

School of Public Service Faculty Publications

Public administration has become increasingly concerned with social equity, particularly in budgetary processes. Local governments have adopted so-called equity budgeting practices, yet little is understood about how and why they are adopted; what budgeting practices are deemed social equity budgeting versus traditional budgeting; what is required to adopt and implement social equity budgeting successfully; and how success is measured. We analyzed government and nonprofit documents on social equity budgeting, followed by interviews with local government budget directors serving “early adopter cities” of social equity budgeting practices. We developed a framework of social equity budgeting practices to link the findings regarding …

The Role Of Intangible Assets In Shaping Firm Value, Feng Dong, John Doukas

Finance Faculty Publications

This study introduces a new metric to evaluate a firm's intangible asset intensity, focusing on its ability to generate revenue from nonphysical assets. It finds a strong positive correlation between firm performance and both internally generated and externally acquired intangible assets. Firms with high intangible intensity outperform peers by 3% annually. The oversight of intangible assets is identified as a factor in value stocks' underperformance. Rigorous tests, including endogeneity checks, confirm these firms exhibit superior accounting quality, labour investment efficiency and acquisition returns. A framework highlights how managerial attributes enhance firm value through decision-making.

Investing In The Age Of Generative Ai: A Gpt-Based Sentiment Analysis Approach, Xianrong Zheng

Information Technology & Decision Sciences Faculty Publications

Generative AI, which ushers a new age of AI, comes with huge economic potential. To capitalize the AI boom, investors are interested in trading AI stocks. AI chatbots, which can identify and classify the sentiment from financial news, can be leveraged for investment. So, this paper proposes a GPT-based sentiment analysis approach for trading AI stocks. Also, natural experiments are conducted to evaluate its effectiveness. Initial results show that the approach achieves a good rate of return.

Labor Heterogeneity, Labor Adjustment Costs, And Externally Financed Firm Growth, Enxi An, Kenneth Yung

Finance Faculty Publications

Highlights

• Because skilled workers entail higher hiring and firing expenses, firms tend to retain skilled workers in the face of the high labor adjustment costs (LACs).

• The retention of skilled workers imposes inflexibility on business operations and exposes firms to cash flow shocks.

• Firms with high LACs hoard precautionary cash in the face of higher cash flow risk.

• We find a positive relationship between LACs and externally financed firm growth.

• Equity is the major source of external funds for firm growth in the face of high LACs.

• The retention of skilled workers elevates conflicts …

Does The Acquirer's Complexity Affect The Market Reaction To M&A Decisions?, Rajib Chowdhury, John A. Doukas

Finance Faculty Publications

We examine whether and how acquiring firms' complexity affects investor perception at the announcement of M&A decisions. Using well-established data of firm complexity developed through combining machine learning and a lexicon of words, we find a significant positive relationship between acquiring firm complexity and cumulative abnormal returns (CAR), indicating that more intricate firms are viewed as more valuable or competent in mergers and acquisitions. This association is stronger for acquirers with high operating risk, organizational capital, R&D intensity, large and independent boards, and larger targets. We also present evidence that high-complexity bidders offer higher takeover premiums. Our study contributes to …

Ethnic Politics And Fiscal Dominance: Implications For Currency Union Formation In Sub-Saharan Africa, Benjamin D. Keen, Christine O. Strong

Economics Faculty Publications

Numerous currency unions have been proposed in Africa over the past 50 years, but none have succeeded. This paper asserts ethnic favouritism is a crucial yet often overlooked feature that strongly influences an African government’s willingness to join a currency union. We use a Barro and Gordon (1983) style model that incorporates fiscal dominance, political business cycles and ethnic favouritism to assess the benefits and costs to African households and governments of joining a currency union. Our results show that ethnic alignment between the head of state and central bank governor amplifies fiscal dominance, which reduces an African government’s desire …

Artificial Intelligence And Digital Technologies In Finance: A Comprehensive Review, Soudeh Pazouki, Mohamad Jamshidi, Mirarmia Jalali, Arya Tafreshi

Finance Faculty Publications

This study explores the transformative impact of artificial intelligence (AI) and digital technologies on the financial technology (FinTech) industry, highlighting their role in fostering business growth, operational efficiency, and enhanced customer engagement. AI-driven strategies have unlocked new avenues for streamlining workflows, boosting productivity, and expanding financial inclusion by reaching underrepresented populations. However, these advancements also pose challenges, including navigating complex regulatory frameworks and adapting to the rapidly evolving technological landscape. This paper delves into the macroeconomic effects of AI, examining its influence on labor markets, consumer behavior, and organizational success. Furthermore, the paper discusses blockchain applications and their potential to …

What Role Do Finance Ministers Play In Political Business Cycles? Evidence-Based On A New African Dataset, Christine Olivia Strong

Economics Faculty Publications

This study investigates how the personal characteristics of finance ministers influence political budget cycles in Africa. Using a new dataset covering 300 finance ministers across 23 countries from 1980 to 2020, we find that political budget cycles primarily take the form of increased government consumption during election years. Ministers with prior central banking experience are less likely to amplify spending in election years, effectively curbing political budget cycles. These results remain consistent after accounting for institutional quality, ministerial tenure, and other confounding factors. The findings contribute to the literature by showing that the appointment of finance ministers in African countries …

Two Essays On Asset Prices Around Securities Class Action Lawsuits, Sounak Saha

Theses and Dissertations in Business Administration

Essay 1: Prior studies on securities class action lawsuits have found that there are large negative abnormal returns and an increase in short-selling activity in the days preceding the lawsuit filing. These findings have largely been attributed to anticipatory inference and private information. However, our analysis of a large sample spanning 2009-2019 reveals that more than half of the lawsuits had a public announcement about the law firm investigation in the days leading up to the lawsuit filing. Strikingly, we find that the average cumulative abnormal return during the 10-day pre-filing period was: (1) over -17% for lawsuits with a …

Two Essays On Labor Heterogeneity, Enxi An

Theses and Dissertations in Business Administration

Labor heterogeneity limits firm flexibility, subsequently affecting a firm's capacity to adapt and grow within a dynamic economic landscape and to formulate effective financial strategies. Firms with high labor heterogeneity tend to incur significant labor adjustment costs, making it costly and challenging to adjust their workforce in response to economic changes. While retaining skilled labor can be advantageous in preserving valuable human capital, it also incurs considerable economic costs that significantly influence firms' financial strategy and decision-making processes. This dissertation comprises two essays that explore the implications of firms' dependence on skilled labor.

The first essay empirically investigates how labor …

Volatility Transmission: Evidence From U.K. Reit & Stock Market Implied Volatility, Mutale Katyoka, Simon Stevenson

Finance Faculty Publications

This paper investigates volatility transmission in the U.K. REIT market. It considers how REIT volatility is related to implied volatility in both the overall stock market as well as that derived from traded options on REIT stocks. The multivariate analysis utilizes both Constant Conditional Correlation (CCC) and Dynamic Conditional Correlation (DCC) GARCH specifications to analyze the interdependence of the data. The findings confirm the presence of volatility transmission across the implied volatility of U.K. REITs, the U.K. implied volatility index, and the U.K. REIT index. The study also applies the variance decomposition approach proposed by Diebold and Yilmaz to examine …

Endogenous Market Choice, Listing Regulations, And Ipo Spread: Evidence From The London Stock Exchange, Hafiz Hoque, John Doukas

Finance Faculty Publications

This study examines the endogenous market choice and its impact on underwriter spread if Alternative Investment Market (AIM) IPOs that meet Main Market (MM) listing requirements had issued equity in the MM during the 1995–2021 period. We find that the spread is 1.33% higher in the AIM than the MM for IPO listings that meet the MM listing requirements. This finding suggests that AIM companies, meeting the MM listing requirements, could have saved more than £100 million by going public through the MM than the AIM market. We also find that this spread differential is attributed to the issuing firms' …