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2022

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Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang Dec 2022

Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang

Dissertations

This research explores the influence of Twitter sentiment on healthcare and finance industries. It assesses how Twitter sentiment and culture measure influence COVID-19 statistics, and it investigates the impact of Twitter sentiment on S&P 1500 stock mispricing. Furthermore, it examines how tweet sentiment predicts major industry returns.

The first part examines how Hofstede’s Culture Dimensions (HCD) and Twitter economic uncertainty index (TEU) relate to COVID-19 infection rate and death rate. The results show certain aspects in HCD, such as power distance index (PDI) and masculinity (MAS) both are negatively and significantly associated with the infection rate, while indulgence (IVR) and …


Examination Of The Role Of Peer Effect On Board Diversity Among Us-Listed Companies, Liyang Wang Dec 2022

Examination Of The Role Of Peer Effect On Board Diversity Among Us-Listed Companies, Liyang Wang

Olin Business School Electronic Theses and Dissertations

Traditionally, government mandates and investor activism influence board diversity in the United States. This study proposes peer effects as a third important determinant of board diversity. The results suggest that companies consider the progress made by their peers when deciding their own diversity. Interestingly, companies only match the performance of their peers and will spend comparable efforts in improving their diversity according to their peer's progress. Meanwhile, the peer effect has grown stronger in recent years, and companies are more likely to track the performance of mid-level peers. The results provide evidence on a new channel that can affect board …


Topics In International Finance, Jonathan Lennon Hsu Dec 2022

Topics In International Finance, Jonathan Lennon Hsu

Olin Business School Electronic Theses and Dissertations

This dissertation focuses on two main unanswered questions that lie at the intersection between international financing, international trade, and supply chains. Firstly, to what extent can international trade networks offer borrowing opportunities for firms that face significant barriers in traditional financing markets? Second, what are the potential impacts of financial globalization on firms’ borrowing and extension of trade credit?

The first chapter seeks to answer the first research question listed above: to what extentcan international trade networks offer borrowing opportunities for firms that face significant barriers in traditional financing markets? I show that firms use their trade flows to borrow …


Financial Analysis Of Surmodics, Inc., Denver Colgrove Dec 2022

Financial Analysis Of Surmodics, Inc., Denver Colgrove

Dissertations, Theses, and Projects

This report aims to provide a financial analysis built from qualitative and quantitative data on Surmodics, Inc., a medical device manufacturer headquartered in Eden Prairie. I will discuss how the firm is performing and compare its financial results to a competitor in the industry, Cardiovascular Systems, Inc. Surmodics has been awaiting approval for various new devices, none more important than the SurVeil DCB. The delays in regulatory approval for these products have delayed millions in revenue for Surmodics, and any further delay increases the company’s level of risk. Throughout the various sections of this report, it will become clear that …


The Effect Of Climate Change On Firm Level Costs With Focus On Mena Region, Farah Osama Saieed Dec 2022

The Effect Of Climate Change On Firm Level Costs With Focus On Mena Region, Farah Osama Saieed

Theses and Dissertations

This paper has a main objective of identifying the relationship between environmental factors and climate change on operating costs incurred by firms. This paper also attempts to compare the direction and intensity of the effect on different sectors in order to analyze whether climate change effect differs based on the nature of the business operations. Several papers have previously addressed the relationship between climate change factors ad profits. This literature will add to previous studies by observing the effect on the cost rather than the profits. In addition to providing results that minimize endogeneity, which is found in a large …


The Importance Of Teaching Personal Finance, Ryan Brewer Dec 2022

The Importance Of Teaching Personal Finance, Ryan Brewer

Honors College Theses

Personal finance is a foreign concept to many, yet it is an essential concept for all. This research project considers the impact of a personal finance course being taught in an organized, non-profit setting. A community church offers a finance course to their congregants on an annual basis that is designed to teach short- and long-term personal finance concepts to individuals and families to encourage adequate budgeting and investment practices. This specific project will evaluate the participants skillset and confidence in their financial goals before and after they are involved with the course. The data of study will be collected …


Entrepreneurial Finance, Jackson Stewart Dec 2022

Entrepreneurial Finance, Jackson Stewart

Honors Theses

The writings and research presented in this document are for a chapter of a textbook the focuses on entrepreneurship. The chapter focuses on many areas of entrepreneurship including: opportunities, networking, roles, economics, innovations, and history. The area that the potential writings focus on is entrepreneurial finance, or how one acquires capital to start their own business.

There are many ways to gain capital to start a business. These include a variety of investors that can give someone funds or loan that are given out by financial institutions. Investors are a great way to gain capital as investors will give the …


Local Ipos And Retail Investor Trading, Guanhuan Wang Dec 2022

Local Ipos And Retail Investor Trading, Guanhuan Wang

Doctoral Dissertations

This paper examines how salient events affect retail investors’ trading behavior. Using data on households’ trading records from a large discount broker between 1991 and 1996, I find that Initial Public Offerings (IPOs) significantly increase the trading activities of local retail investors of stocks in the same industry over the subsequent year. The effect is stronger for less sophisticated investors and investors who live closer to the IPO firm’s headquarters, consistent with salience as the channel. I also find that retail investors are net buyers of stocks right after the local IPOs and become net sellers after a year and …


A Comparison Of M&T Bank And Citizens Bank Net Income Changes During The Coronavirus Pandemic, Alex R. Glasier Dec 2022

A Comparison Of M&T Bank And Citizens Bank Net Income Changes During The Coronavirus Pandemic, Alex R. Glasier

Applied Economics Theses

The COVID-19 pandemic had a tremendous impact on every aspect of life, particularly within the world of banking & finance. All banks saw sharp drops in their stock prices and net income, but my hypothesis is that larger, more established banks maintained more stability during 2020 than smaller banks. This paper analyzes the income statements and balance sheets of M&T Bank (an older, more well-established bank) and Citizens Bank (a less-established bank) during this difficult time.

The first part of my thesis describes similarities and differences between M&T Bank and Citizens Bank. I explain how these similarities and differences may …


Lehman Brothers Bankruptcy: Reasons, Effects, And Outcome, Christian J. Reller Dec 2022

Lehman Brothers Bankruptcy: Reasons, Effects, And Outcome, Christian J. Reller

Finance Undergraduate Honors Theses

Lehman Brothers’ bankruptcy was a major turning point during the 2008 Financial Crisis, and Lehman Brothers itself has become a prime example of regulatory failure since its closing. The demise of Lehman stemmed from the repeal of the Glass-Steagall Act of 1933. The deregulation of investment banking in the 1990s forged the way for new investment practices on Wall Street. The relaxation of rules allowed investment banks to be heavily invested in volatile assets. Lehman’s issues were an extremely high leverage ratio, illiquid assets, and poor corporate governance. An extremely high leverage ratio left Lehman susceptible to large movements in …


Does Time Equal Money? Temporal Discounting And Self-Control: Insight Into The Rationality Of Personal Financial Decision-Making, Joshua Epstein Nov 2022

Does Time Equal Money? Temporal Discounting And Self-Control: Insight Into The Rationality Of Personal Financial Decision-Making, Joshua Epstein

USF Tampa Graduate Theses and Dissertations

Exponential and hyperbolic intertemporal choice models have been widely investigated to measure an individual’s degree of impulsivity in behavioral economics. Hyperbolic discounting research identifies subject’s disproportionately high subjective value to immediate rewards, to the extent that it is not in their best interest. Furthermore, preference reversals have shown subjective value demonstrates an inversely relationship proportional to delay.

Investigation into whether visual representations influence conservative personal finance savings behavior was demonstrated in this study by presenting a multitude of visualizations before allocation of limited monetary resources. Evaluation of the neighbor effect was tested to determine whether comparing individuals to their peers …


The Effects Of Prior Trading Performance Have On Risk-Taking Of Subsequent Trading – The House Money Effect, Lenz Tan Koon Bin Nov 2022

The Effects Of Prior Trading Performance Have On Risk-Taking Of Subsequent Trading – The House Money Effect, Lenz Tan Koon Bin

Dissertations and Theses Collection (Open Access)

This study tests for house money effect on 2,030 non-professional FX investors trading through an Australian Financial Service provider. The results indicate that, in general, investors display a positive relationship between prior gains and the change in subsequent weekly risk-taking - the house money effect. The results also suggest that astute investors display a stronger house money effect than mediocre investors following prior gains. In comparison, mediocre investors display a stronger disposition effect following prior losses than astute investors. The study further reveals that investors who initially demonstrated the house money effect became more prone to the disposition effect during …


Deceptive Appeals And Cognitive Influences Used In Fraudulent Scheme Sales Pitches, Rafael J. Toledo Oct 2022

Deceptive Appeals And Cognitive Influences Used In Fraudulent Scheme Sales Pitches, Rafael J. Toledo

USF Tampa Graduate Theses and Dissertations

Fraud schemes exploit the complex interplay that results from utilizing deceptive appeals to activate underlying cognitive influences. This study was designed, first, to identify the deceptive appeals present in the messaging of fraudulent schemes and, second, to identify the underlying cognitive influences being exploited by the deceptive appeals utilized. Findings reveal that effectively used deceptive appeals work to keep viewers’ mental processes in a state of cognitive ease. This state allows cognitive influences--such as heuristics, cognitive biases, and the System 1 mind--to remain in control of mental processing; however, System 1 is prone to accept deceptive beliefs. The results of …


Empirical Studies Of Esg Scores With Corporate Credit Spreads (Insights From Popularity-Based Pricing), Eugene Okyere-Yeboah Oct 2022

Empirical Studies Of Esg Scores With Corporate Credit Spreads (Insights From Popularity-Based Pricing), Eugene Okyere-Yeboah

Doctoral Dissertations (DBA)

This study examines various factors or characteristics (risk and non-risk) that determine a firm’s credit risk premium, as measured by its credit default swap (CDS) spread, with a particular focus on the impact of environment, social, and governance (ESG) scores. The framework employed is a general equilibrium asset pricing model which integrates classical and behavioral finance elements, known as popularity-based asset pricing. It treats all attributes or characteristics of an asset as ”factors” to which investors assign a degree of popularity, which changes over time. Non-risk characteristics are classified as ”tastes” or ”disagreements”, Fama French (2007). Firms’ degree of adherence …


A Study On The Impact Of Technological Innovation Attributes On Listing Success Rate And Post-Listing Performance, Yijun Xu Sep 2022

A Study On The Impact Of Technological Innovation Attributes On Listing Success Rate And Post-Listing Performance, Yijun Xu

Dissertations and Theses Collection (Open Access)

"Key and core technology" enterprises form the backbone of great powers. China’s STAR Market (technological innovation board) is committed to implementing strategies that will lead to technological innovation-driven sustainable development and strengthen the country by building a secure and independent industrial chain that can support the development of cutting-edge technology. From the outset, the STAR Market put forward clear requirements for "key and core technology" enterprises. The technological innovation attributes of the enterprises listed on the STAR Market are the most essential core characteristics, but a question arises as to how best to evaluate their technological innovation attributes. Are these …


Three Essays On Climate Finance And Machine Learning In Financial Studies, Huan Kuang Sep 2022

Three Essays On Climate Finance And Machine Learning In Financial Studies, Huan Kuang

Doctoral Dissertations

This dissertation focuses on climate finance and explore how to incorporate machine learning techniques into financial research. In the first chapter, we focus on climate innovation. Through a novel design to link climate risk and the U.S. firm patents related to climate change mitigation technologies (CCMTs), we find that CCMT innovations generate significant economic value. These innovations are effective in mitigating firms’ carbon risk. We also find that adoption of a new patent classification scheme has promoted more CCMT innovations in the United States. However, we find mixed evidence on firms’ carbon risk and their CCMT innovation activities. Our work …


Using Blockchain To Track Dod Funding And Auditing, Prithvi Prasanna Sep 2022

Using Blockchain To Track Dod Funding And Auditing, Prithvi Prasanna

Theses and Dissertations

The Department of Defense (DoD) currently faces a significant problem when it comes to auditing and tracking financial transactions. The DoD has failed every audit since 2017 although it is gradually improving its auditable rating year after year. Concurrently, Blockchain is an emerging technology that has typically been used for cryptocurrencies but has slowly been adapted by private enterprises for their auditing and invoicing problems. This study investigates the value proposition of blockchain technology to improve DoD financial tracking and auditing. To test the hypothesis that blockchain is the optimal option for the DoD, this paper employs an industry blockchain …


The Euro And Bumps In The Road: Historical Patterns Of Nonresident Holdings In Eurozone Bonds, 1980–2018, Michael H. Scarlatos Sep 2022

The Euro And Bumps In The Road: Historical Patterns Of Nonresident Holdings In Eurozone Bonds, 1980–2018, Michael H. Scarlatos

Dissertations, Theses, and Capstone Projects

A developed bond market which attracts nonresident investors both enables and reflects a host currency’s transition from domestic to international status. My analysis of historical private nonresident holdings of Eurozone portfolio debt securities spanning the euro’s 1999 creation and its subsequent 2008 crisis reveals diverging patterns.

This analysis, complemented by coefficient stability tests, discovers that the conversion of national currencies to the euro was reflected by a pickup in nonresident holdings of bonds issued by countries adopting the euro, especially those of the periphery (Portugal, Ireland, Italy and Spain) relative to the core (Germany, Austria, Belgium, Finland, France, and the …


A Study On The Mechanisms Of Shareholders’ Equity Adjustment In Bankruptcy Reorganization Of Listed Companies, Yongliang Zhang Sep 2022

A Study On The Mechanisms Of Shareholders’ Equity Adjustment In Bankruptcy Reorganization Of Listed Companies, Yongliang Zhang

Dissertations and Theses Collection (Open Access)

In recent years, amid cyclical macroeconomic fluctuations, national economic slowdown, economic restructuring, and over-expansion of some enterprises, a number of listed companies have faced serious debt and operational challenges, many of which are worthy of keeping afloat. From June 1, 2007 when the Enterprise Bankruptcy Law of the People’s Republic of China came into effect, up to the end of 2021, a total of 93 listed companies in China have gone through bankruptcy reorganization, one of the major means to save the listed companies in distress.

The bankruptcy reorganization of listed companies, by its nature, is a process of game …


Three Essays On Corporate Governance, Executive Compensation, And Corporate Social Responsibility, Hong Zhou Aug 2022

Three Essays On Corporate Governance, Executive Compensation, And Corporate Social Responsibility, Hong Zhou

Graduate Doctoral Dissertations

This dissertation includes three related essays investigating corporate governance structures, specifically, how firms leverage corporate social responsibility (CSR) related initiatives (providing CSR-linked compensation and establishing a sustainability committee) and the relevant corporate outcomes. This dissertation also examines the relationship between executive compensation and one dimension of CSR, diversity, in boardrooms. The first essay examines the relationship between CSR-linked executive compensation and corporate risk. Results from OLS and firm fixed effects regressions show that CSR-linked compensation reduces both total and idiosyncratic risks. Results also indicate that CSR-linked compensation reduces risk only when risk is well above the optimal level and has …


Two Essays On Corporate And Institutional Investors’ Usage Of Options, Financial Constraints, And Firm Performance, Bharat Patil Aug 2022

Two Essays On Corporate And Institutional Investors’ Usage Of Options, Financial Constraints, And Firm Performance, Bharat Patil

Dissertations - ALL

This dissertation consists of two major parts. Essay I examines the relationship between the firm’s derivative risk management and its financial constraint. Firms face a wedge between their internal and external financing for their investments. I test whether this wedge reduces the firm’s financial constraint when it hedges using interest rate, foreign currency, and commodity derivatives. Using a difference-in-difference framework around the implementation of Financial Accounting Standard (FAS) 123R, this study shows a strong causal relationship between hedging intensity and the financial constraint. I find that net debt increases for the derivative hedging firms, on the other hand, cash holding …


Commonality In Two-Dimensions: An Empirical Investigation, Zhaoque Zhou Aug 2022

Commonality In Two-Dimensions: An Empirical Investigation, Zhaoque Zhou

Dissertations - ALL

In this thesis, I follow Hasbrouck and Seppi (2001)’s work and use reduced-rank regression to model the commonality in Chapter Two. The literature on the study of return commonality generally attributes its source to the order flow. But I find that return and order flows are endogenous and use the new exogenous Twitter sentiment dataset to show that return commonality may be due to sentiment and attention. Furthermore, I observe the non-linear (linear) relationship between sentiment (attention) and return commonality. Finally, I may export the non-linear relationship using the same reduced-rank regression framework in future research.

I also follow Korajczyk …


An Analysis Of Weighted Least Squares Monte Carlo, Xiaotian Zhu Aug 2022

An Analysis Of Weighted Least Squares Monte Carlo, Xiaotian Zhu

Electronic Thesis and Dissertation Repository

Since Longstaff and Schwartz [2001] brought the amazing Regression-based Monte Carlo (LSMC) method in pricing American options, it has received heated discussion. Based on the research done by Fabozzi et al. [2017] that applies the heteroscedasticity correction method to LSMC, we further extend the study by introducing the methods from Park [1966] and Harvey [1976]. Our work shows that for a single stock American Call option modelled by GBM with two exercise opportunities, WLSMC or IRLSMC provides better estimates in continuation value than LSMC. However, they do not lead to better exercise decisions and hence have little to no effect …


Performance Of Actively Managed Exchange Traded Funds, Xuan None Li Aug 2022

Performance Of Actively Managed Exchange Traded Funds, Xuan None Li

Olin Business School Electronic Theses and Dissertations

Investors who want access to active asset management can choose to invest in actively managed exchange traded funds (AMETFs), actively managed non-transparent ETFs (ANETFs) or mutual funds. Three major differences of AMETFs, ANETFs and mutual funds are the venues funds are traded on, tax liabilities, and disclosure requirements. This paper exploits the 2019 SEC rulings on ETFs to study empirically which fund structure for active asset management delivers the best return performance and explores what are the driving forces behind the superior performance. I find that for equity funds, AMETFs is associated with 0.158% lower monthly returns than mutual fund, …


The Effect Of Off-Site Examination: A Natural Experiment After Covid-19, Whan Kyu Shin Aug 2022

The Effect Of Off-Site Examination: A Natural Experiment After Covid-19, Whan Kyu Shin

Olin Business School Electronic Theses and Dissertations

I examine the effectiveness of off-site bank examinations by using the natural experiment during COVID-19. Exploiting the difference in the amount of soft information and in the effect of the change to off-site examination between the banks far from the supervisory field office and those near the field office, I find that distant banks increase asset risk regarding RWA to asset ratio and become less conservative in anticipating or preparing for future losses from loan portfolios. I also show that distant banks that adjust the loan portfolio to be riskier are less profitable, and the effect is prominent among the …


Essays On International Banking Regulation, Wenqing Gao Aug 2022

Essays On International Banking Regulation, Wenqing Gao

Theses and Dissertations

The first chapter analyzes the impact of macroprudential policies on bank systemic risk worldwide. Using data from 63 countries over 2001-2017, I find strong evidence that macroprudential policies are effective in reducing systemic risk at the country level. The effectiveness of macroprudential policies differs across countries in the sample. Macroprudential policies are more effective in reducing systemic risk in countries with more advanced economic development, with a higher degree of concentration in the banking sector, and with less stringent micro-prudential regulations. Bank-level evidence suggests that bank size matters. The impact of macroprudential policies on constraining bank systemic risk is more …


Three Chapters On Investments And Financial Institutions, Cao Fang Aug 2022

Three Chapters On Investments And Financial Institutions, Cao Fang

Graduate Theses and Dissertations

Only the stock selection (“alpha”) decisions of fund managers who trade on firm-specific information should have predictive return content. Faced with the same information, skilled fund managers make similar stock selection decisions. In Chapter one, we introduce a new measure - stock investment quality - which uses fund quality to weight asymmetries in private information reflected in deviations of fund from peer group ownership on stocks in a style segment. We show stocks ranked high on investment quality generate significantly higher excess returns that persist through the ensuing year. The positive investment quality–future return relationship is robust to alternative fund …


The Importance Of Teaching Personal Finance, Ryan Brewer Aug 2022

The Importance Of Teaching Personal Finance, Ryan Brewer

Honors College Theses

This research project will consider the impact of a personal finance course being taught in an organized non-profit setting. A community church offers a finance course to their congregants on an annual basis that is designed to teach short- and long-term personal finance concepts to individuals and families to learn adequate budgeting and investment practices. Typically, anywhere from 5 to 15 people will sign-up for this course. This specific project will evaluate the participants skillset and confidence in their financial goals before and after they are involved with the course. The data of study will be collected from a pre- …


Who Is More Likely To Be Delinquent In Their Mortgage Payments Among Homeowners? The Role Of Financial Literacy, Ellie Donne Hansen Aug 2022

Who Is More Likely To Be Delinquent In Their Mortgage Payments Among Homeowners? The Role Of Financial Literacy, Ellie Donne Hansen

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Homeownership is a way for families to build wealth and marks status attainment. Despite the many benefits of homeownership, homeowners who are delinquent on their mortgages lose the effective means of wealth accumulation and may trigger the beginning of the foreclosure process. There is evidence that homeowners with appropriate levels of financial literacy have a lower likelihood of mortgage delinquency.

Using data from the 2018 National Financial Capability Study (NFCS), the main purpose of this study was to examine what factors are associated with mortgage delinquency among homeowners. This study also examined to what extent financial literacy plays a role …


Essays On Performance Evaluation Of Portfolio Managers Of Mutual And Hedge Funds, Yuekun Liu Aug 2022

Essays On Performance Evaluation Of Portfolio Managers Of Mutual And Hedge Funds, Yuekun Liu

Graduate Theses and Dissertations

This dissertation consists of three essays focusing on the performance evaluation of portfolio managers of mutual and hedge funds. The first essay shows the performance of corporate bond mutual funds tends to be estimated using models with limited empirical validation. I test several models and find considerable variation in quality. That variation leads to meaningful differences with respect to the stylized facts of corporate bond fund performance. Using my preferred BENCH4 model—a novel model based on funds’ common benchmarks—I find average underperformance, substantial relative performance persistence, a small number of funds with positive alphas unattributable to luck, and positive alphas …