Finance and Financial Management Commons^™

Climate Change Concerns And Mortgage Lending, Tinghua Duan, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

We examine whether beliefs about climate change affect loan officers’ mortgage lending decisions. We show that abnormally high local temperature leads to elevated attention to and belief in climate change in a region. Loan officers approve fewer mortgage applications and originate lower amounts of loans in abnormally warm weather. This effect is stronger among counties heavily exposed to the risk of sea-level rise, during periods of heightened public attention to climate change, and for loans originated by small lenders. Additional tests suggest that the negative relation between temperature and approval rate is not fully explained by changes in local economic …

On Sgx’S Voyage To Corporate Sustainability: Exploring Emerging Topics In Multi-Industry Corpora, Xinwen Ni, Min Bin Lin, Simon J.D. Schillebeeckx, Wolfgang Karl Hardle

Research Collection Lee Kong Chian School Of Business

Topic modeling and LDA (Latent Dirichlet Allocation) have proven valuable in various fields as an innovative approach to studying areas of interest and identifying topics in a dynamic content. The underlying assumption is that techniques like LDA can swiftly capture emerging topics in textual documents compared to other categorization tools. These unsupervised approaches have been used to identify new industries and technological domains. However, our study on the nascent topic of “sustainability” within the corpora of SGX-listed companies highlights clear limitations in employing techniques like LDA on sparse data. The dynamic LDA approach, also called DTM (Dynamic Topic Modelling),based on …

Bio-Bust: Investigating Biotech Stock Factors Contributing To Abnormal Returns In The Wake Of Silicon Valley Bank's Failure, Spencer Kent

CMC Senior Theses

Following the unprecedented collapse of Silicon Valley Bank (SVB) in March 2023, this study explores abnormal stock price reactions within the biotechnology sector. As the chosen financial institution for countless Silicon Valley-type technology and healthcare firms, SVB's failure had a profound impact on small to mid-sized biotech companies. Analyzing a dataset of 180 biotech firms during a two-day event window over SVB’s collapse, I investigate whether exposure to SVB, or other factors, was the primary contributor to negative abnormal stock price reactions, considering variables such as the percentage of cash held at SVB, whether a firm maintained an active SVB …

Ai-Nvesting: An Empirical Analysis With Sector Categorization And Prompt Complexity Considerations Assessing The Predictive Power Of Chatgpt In Stock Market Forecasting, Ian J. Larson

CMC Senior Theses

Abstract

This paper investigates whether ChatGPT has any predictive power when it comes to the stock market. Since its public release in December 2022, OpenAI’s ChatGPT has become a popular tool for millions of users across the world. With new use cases being found every day, I explore whether the system has any utility at predicting where stock prices will go. Using a 10-year study window, I prompt ChatGPT to give U.S. equity picks on a one-year holding period basis, segregating its picks into 3 different category sizes across 8 directed prompts. I examine the 24 equal weight portfolios of …

The Impact Of Wars On Us Defense Stock Returns, Viksit Verma

CMC Senior Theses

This thesis examines the financial performance and market impact of defense and aerospace companies during periods of war and conflict. The study examines a sample of 9 firms representing the defense sector, and utilizes an event study methodology to assess stock returns during specific geopolitical events, namely the Russia-Ukraine War and the Israel-Hamas conflict. The study generally reveals positive abnormal returns during conflicts, indicating lower volatility and reduced market risk for the sample of defense firms compared to the broader market. All abnormal returns are statistically significant for the Russia-Ukraine War. For the Israel-Hamas conflict, abnormal returns for 4 out …

Legal Status Of Bank Gospodarstwa Krajowego As A Public Development Finance Institution, Sebastian Skuza

Monografie/Monographs

Bank Gospodarstwa Krajowego jest istotną instytucją w krajowym systemie finansowym. Zakres powierzonych mu zadań spowodował, że niektóre kwestie związane z jego funkcjonowaniem postanowiono uregulować w drodze odrębnej ustawy, wprowadzając rozwiązania o charakterze lex specialis dotyczące banków działających na zasadach komercyjnych. Monografia, jako jedna z pierwszych na rynku, prezentuje krajowe rozwiązania prawne zawarte w ustawie z dnia 14 marca 2003 r. o Banku Gospodarstwa Krajowego, ich analizę oraz ocenę zasadności ich funkcjonowania w kontekście reguły lex specialis również w aspekcie rozwiązań zagranicznych. Autor dokonał również przeglądu innych powszechnie obowiązujących przepisów prawa krajowego, w szczególności ustawy o Prawie Bankowym, a także rozwiązań …

Nfl Positional Value In Terms Of Salary Cap Spending: Why Are Running Backs Undervalued?, Charlton Jackson

CMC Senior Theses

Running Backs over the past two decades have seen a contract value devaluation relative to other positions and the league's salary cap spending limit. The growth of running back salaries has stagnated in the past decade, and they currently fail to keep pace with the contracts for other positions. Through our empirical research, we were able to either reject or better explain existing reasoning for recent running back devaluation, such as the increase in passing volume, durability concerns, and running backs by committee. We found that the most significant change in the past 30 years of the NFL, since the …

Geographic Links And Predictable Returns, Zuben Jin, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

Using establishment-level data of U.S. public firms, we construct a novel measure of geographic linkage between firms. We show that the returns of geography-linked firms have strong predictive power for focal firm returns and fundamentals. This effect is distinct from other cross-firm return predictability and is not easily attributable to risk-based explanations. It is more pronounced for focal firms that receive lower investor attention, are more costly to arbitrage, and during high sentiment periods. The cross-firm information spillovers and return predictability are also stronger for geographic peers with economic linkages and with positive information. Our results are broadly consistent with …

Did Asu 2020-06 Impact Firm Corporate Financing Decisions?, Eric Sanchez

CMC Senior Theses

This research examines the influence of financial accounting standards for hybrid securities on corporate financing decisions. It uses ASU-2020-06 as a setting to test changes to the influence of moral hazard, adverse selection, and financial distress contracting costs on the likelihood of convertible bond issuances under the prior and latter accounting regimes for securities convertible into an entity's own equity.

Unions’ Impact On Firms’ Financial Decision Making: A Look At Right-To-Work Laws And Their Impact On Firms’ Leverage Decisions, Rachana Muvvala

CMC Senior Theses

I study the impact of unions on firms’ financial decision making by exploring their capital structure, specifically leverage. I test two opposing hypotheses to understand the relationship between unions and firms’ leverage: (1) the bargaining hypothesis which suggests that firms use higher leverage as a bargaining device with unions, and (2) the crowding-out hypothesis which suggests that firms have lower leverage because unions crowd out their debt capacity due to their perceived riskiness. Focusing on the 2007 to 2022 period, I examine right-to-work (RTW) laws, since they are exogenous shocks that decrease union power in five different states. Then, I …

Ceo Characteristics That Lead To Extreme Outperformance: A Statistical Analysis Of William Thorndike’S “The Outsiders”, William Turner

CMC Senior Theses

What makes a high-performing CEO? What CEOs should you invest in? These are the questions that the Board of Directors, headhunters, academics, and investors all seek the answer to. This paper explores the answer to this question by examining CEO performance at the extremes. Inspired by the work of William N. Thorndike’s “The Outsiders: Eight Unconventional CEOs and Their Radically Rational Blueprint for Success,” this study expands upon his methodology, employing a statistical approach to analyze a broader dataset of CEOs over the past thirty years. Using a logit model of hyper-outperforming versus hyper-underperforming CEOs, it assesses the …

Activism Aftershocks: Looking Beyond The Short-Term Stock Surges Caused By Activist Hedge Fund Campaign Announcements, Zara Vakath

CMC Senior Theses

It is well known that firms targeted by activist hedge funds experience positive abnormal stock returns during the campaign announcement window. However, the link between these short-term returns and the impact to long-term target firm performance has not been established. In this study, I find essentially no link between the positive announcement window returns and long-term performance improvements, using a variety of different methods. I examine performance changes over time and also relative to a matched sample of firms that have not been targeted by activist hedge funds. Additionally, I assess the correlation between the magnitude of short-term abnormal stock …

Towards Algorithmic Justice: Human Centered Approaches To Artificial Intelligence Design To Support Fairness And Mitigate Bias In The Financial Services Sector, Jihyun Kim

CMC Senior Theses

Artificial Intelligence (AI) has positively transformed the Financial services sector but also introduced AI biases against protected groups, amplifying existing prejudices against marginalized communities. The financial decisions made by biased algorithms could cause life-changing ramifications in applications such as lending and credit scoring. Human Centered AI (HCAI) is an emerging concept where AI systems seek to augment, not replace human abilities while preserving human control to ensure transparency, equity and privacy. The evolving field of HCAI shares a common ground with and can be enhanced by the Human Centered Design principles in that they both put humans, the user, at …

Owning Green: Evaluating The Effects Of Actively Managed Sustainability Fund Ownership On Esg Scores, Caleb Young

CMC Senior Theses

The growing trend of acknowledging ESG performance as a material concern when conducting due diligence on investment opportunities has exacerbated the number of assets being managed by investors with sustainability-oriented goals. At the same time, as social and climate-related issues have become more intense, investors want to use their agency as shareholders to influence companies to act in ways that align with their values. Frequently, this can be most effectively achieved through proxy voting and corporate engagement, particularly if the fund is an active manager. This thesis explores the interaction between ESG-focused ETFs and mutual funds and their management style …

Divorced From Knowledge: Perceptions Of Alimony Fairness In Relation To Educational Discrepancies, Michael Kothakota, Jessica Wery

Journal of Financial Therapy

Spousal support or alimony is a cash transfer from one spouse to another after divorce. The amount awarded might seem arbitrary and unfair to either one or both individuals. The public often does not see the fact patterns associated with alimony awards or agreements, and their input may provide information to policymakers and decision-makers about what a fair amount of alimony might be. This study examines data collected from 1,285 U.S. participants randomly assigned to a vignette condition that details a hypothetical alimony scenario where one spouse supported the other spouse to gain education, resulting in significantly increased income prior …

Mechanism Design For Optimizing On-Chain Sell Order In Market Without Market Maker, Nico Pei

CMC Senior Theses

The absence of market makers alters the microstructure of the market. It’s difficult to get exposed to time-weighted prices in markets without market makers. In this paper, we delve into three mechanism designs – discrete gradual dutch auction, continuous gradual dutch auction, and variable rate gradual dutch auction – to study how to execute time-weighted sell orders on blockchain in a market without market makers. To make it simpler for readers to understand, we imagine an example of helping a close friend of Picasso to sell his 100 Picasso paintings in the next 10 years since 1970, with the private …

Revolutionizing Lithium Extraction: Analysis Of Factors Affecting Commercialization Timelines With Insights From The Shale Gas Boom, Bilge Tayyar

CMC Senior Theses

This study draws parallels between Direct Lithium Extraction (DLE) and hydraulic fracturing to highlight the transformative potential of DLE technology in the lithium industry. The comparative analysis supports the hypothesis that DLE might expedite commercialization timelines, similar to the effect hydraulic fracturing has had on traditional shale gas extraction. The study includes a regression analysis to determine the factors affecting the commercialization of conventional lithium brine extraction methods, thereby better understanding the potential changes DLE will create. The regression model, based on data from 11 projects, examines the impact of variables such as temperature range, tax rates, royalty rates, regulatory …

Market Reaction Test On Banks & Brokers Based On Bitcoin Price History. A Look At National Commercial Banks And Security Broker, Exchanges, And Service Stocks Following The Most Volatile Swings In Bitcoin’S Price., Payton Earl

CMC Senior Theses

This paper examines if there is an inverse correlation between Bitcoin’s most volatile price swings and national commercial banks and security brokers, exchanges and service companies performance. Company performance in the dataset is measured by Cumulative Abnormal Returns during 2021 within a two-day period where Bitcoin has had the most significant uptick and downtick events. Using a market-adjusted model for my regression, it is concluded that Bitcoin’s largest uptick event did indeed have an inversely negative effect on traditional banks and trading securities companies, as the Cumulative Abnormal Returns were negative for my 107 observations and the event was statistically …

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

Corporate Finance, Kenneth S. Bigel

Open Touro Created

Corporate Finance is a comprehensive guide covering the three fundamental topics in Corporate Finance, including Capital Budgeting under Certainty, Capital Structure Theory, and Short-term Financial Management and Operating Leverage. In-depth explanations of topics and terms are provided as well as key illustration in the manner of problem sets and solutions, tables, and diagrams. Review problems are also included so that students can conduct self-assessments. This text will be continually updated in order to provide novel information and enhance students’ experiences.

Analisis Faktor-Faktor Yang Memengaruhi Niat Penggunaan Berkelanjutan E-Wallet, Jonathan Ariel, Ira Iriyanti

Jurnal Manajemen dan Usahawan Indonesia

The development of technology led to a series of disruptions that replaced conventional financial systems. The emergence of COVID-19 pandemic accelerated the adoption of digital financial services, one of which is e-wallet. With pandemic over, e-wallet companies must be able to retain their users and made sure they continue to use e-wallet for transaction. Hence, this research aims to understand the factors determining user’s intention to continue using e-wallet as their payment method. This research applies Technology Continuation Theory with the extension of Trust, Habit, Price Benefit, and Operational Constraints. This research gathered data from 251 respondents who lives on …

Pengaruh Motivasi Merger Dan Akuisisi Terhadap Performa Perusahaan Di Indonesia Periode 2010-2019, Zaid Naqy Robbani, Wardatul Adawiyah

Jurnal Manajemen dan Usahawan Indonesia

The objective of this study is to examine the effects of mergers and acquisitions (M&A) motivations on the financial performance of companies operating in Indonesia during the period from 2010 to 2019. The primary objective of this study was to examine the variations in business performance in relation to the three distinct reasons for mergers and acquisitions. There are three primary incentives identified in the literature, including value-chain extension, technology seeking, and other motiva-tions. The sample comprises 72 firms that are listed on the Indonesia Stock Exchange. During the des-ignated research period, a total of 137 merger and acquisition (M&A) …

Analisis Dampak Pandemi Covid-19 Kepada Tingkat Dan Struktur Ketergantungan Dari Imbal Hasil Saham Perusahaan Farmasi Di Indonesia Periode 2019-2021, Ananda Tiara Danisha, Eko Rizkianto, Hendro Prabowo

Jurnal Manajemen dan Usahawan Indonesia

This study aims to analyze the impact of the Covid-19 Pandemic on the degree and structure of dependence on the stock return of pharmaceutical companies in Indonesia that are listed on the IDX linearly with the Jakarta Composite Index (JKSE) within the period of 2019-202. This study also wants to see whether there is an effect of increasing searches for "Covid" on the stock return of these pharmaceutical stocks. The study found that there was an effect on the degree of dependence of stock returns which was positive but there were no significant changes in the structure of dependence. Meanwhile, …

Risk Spillover From World Energy Markets To Pakistan Agricultural Commodity Markets. An Application Of Dependence Switching Copula Model, Hira Saeed, Rukhsana Bibi, Muhammad Tahir

Business Review

This study aims to examine the risk spillover from world energy markets to Pakistan’s agricultural commodities market using a time-varying copulas model. It also analyzes the dependence structure between energy and agricultural markets. The results show commodities such as wheat has less volatile behavior and weak lower tail dependence in energy-agricultural commodity pairs. The world energy volatility index is more volatile as compared to Pakistan’s agricultural commodities markets. Wheat is the least volatile commodity while palmolien is most volatile. The normal copula is best fitted for all energy and commodity pairs at 1% level of significance. Student-t copula is the …

The Impact Of Covid-19 Outbreaks On The Profits Of Islamic Banks In Indonesia, Sabri Rahman Siregar

Journal Of Middle East and Islamic Studies

Abstract

The Covid-19 outbreaks hit various business lines in Indonesia. The banking sector has yet to escape the impact of this outbreak. The emergence of the Coci-19 outbreaks in Indonesia can result in the emergence of risks to the performance of Islamic Commercial Banks. This study aims to analyze what factors influenced the level of profitability of Islamic Commercial Banks in the 2020-2022 period when the Covid-19 outbreaks took place in Indonesia. The method used in this research is quantitative by using panel data regression analysis. In this study, there are three categories of variables used. The first category is …

Evaluating The Performance Of Real Estate Exchange-Traded Funds, Davinder K. Malhotra

School of Business Faculty Papers

This study examines the net monthly returns of real estate exchange-traded funds (ETFs) through various performance evaluation models and market situations. The results reveal that these ETFs generated positive alphas and outperformed benchmark indices in absolute returns. However, their performance varied across market conditions, demonstrating both outperformance and underperformance compared to U.S. and global stocks. During the COVID-19 pandemic, real estate ETFs displayed a decline, trailing behind U.S. and global equities in both absolute returns and risk-adjusted performance. This emphasized their vulnerability during economic crises. Utilizing the Carhart four-factor model, significant exposure of real estate ETFs to the stock market …

Spacs And The Macroeconomy: An Empirical Examination Of Real Interest Rates' Impact On Spacs, Ryan A. Jacobs

Doctoral Dissertations (DBA)

Special Purpose acquisition companies (SPACs) are an alternative way private entities enter public markets through reverse merger of a publicly listed pool of capital. Price discovery is more transparent than the traditional IPO process, as valuations are negotiated between the SPAC Sponsor and the firm’s management team before shareholders approve through a shareholder vote. I conducted an OLS regression test for a relationship between SPAC activity, using capital invested in SPAC IPOs as a proxy, and various macroeconomic variables. I did not find evidence of a linear relationship. I examined the impact of the real interest rates on monthly pre-merger …

Investigation Into A Practical Application Of Reinforcement Learning For The Stock Market, Philip Traxler, Sadik Aman, Will Rogers, Allyn Okun

SMU Data Science Review

A major problem of the financial industry is the ability to adapt their trading strategies at the same rate the market evolves. This paper proposes a solution using existing Reinforcement Learning libraries to help find new strategies at a practical scale. Using a wide domain of ticker symbols, an algorithm is trained in an environment that better represents reality. The supplied decision-making algorithm is tested using recorded data from the U.S stock market from 2000 through 2022. The results of this research show that existing techniques are statistically better than making decisions at random. With this result, this research shows …

Jesuit Educational Principles And Student Managed Investment Funds, Mehmet F. Dicle

Jesuit Higher Education: A Journal

Financial education is part of Jesuit higher education. One of the important parts of the finance curriculum is the student managed investment fund (SMIF). In this study we provide an example SMIF which is structured around Jesuit ideals. Ethics and social responsibility are at the core of the investment and payout processes. Our students consistently strive to outperform financial markets, pay scholarships from their profits, and address the needs of their community. They show solidarity with the greater student community by offering their knowledge, talents and efforts to earn profits to help those who are in need. They also show …

Leviathan Inc. And Corporate Environmental Engagement, Po-Hsuan Hsu, Hao Liang, Pedro Matos

Research Collection Lee Kong Chian School Of Business

In a 2010 special report, The Economist magazine termed the resurgence of state-owned, publicly listed enterprises “Leviathan Inc.” and criticized the poor governance and low efficiency of these firms. We compile a new comprehensive data set of state ownership of publicly listed firms in 44 countries over the period of 2004–2017 and show that state-owned enterprises are more responsive to environmental issues. The effect is more pronounced in economies lacking energy security and strong environmental regulation, and among firms with more local operations and higher domestic government ownership. We find a similar effect on corporate social engagement but not on …