Business Analytics Commons^™

The Conditional Nature Of The Value Premium: Interaction And Cross-Sectional Evidence Across Market Regimes, Samuel L. Klein

Honors Thesis

This thesis examines why value-based investment strategies generate strong returns in some environments yet weaken or collapse in others. Regressions test whether the performance of the book-to-market ratio depends on the investor’s perception of financial health as defined by F-Score and accruals. Across additive regressions, interaction models, cross-sectionals, and heatmap visualizations, a consistent mechanism emerges. The book-to-market effect is strongest when financial information is neither highly reliable nor severely distressed. In these “moderate-quality” environments, investors struggle to fully distinguish the transitory components of earnings from their persistent counterparts. This makes valuation ratios particularly influential. Accrual intensity and financial strength jointly …

A 360 Perspective About Corporate Finance, Braden C. Fancher

Finance Undergraduate Honors Theses

This thesis provides a comprehensive reflection on the author's experience in the “Finance 360” rotational internship program at Burns & McDonnell, a program designed to expose interns to the diverse functions within a corporate finance and accounting department. Over the course of 10 weeks, the author completed 12 different rotations, gaining hands-on experience across various financial disciplines. This paper highlights five rotations—Operational Financial Analysts, Financial Analytics, Internal Audit, Project Accounting, and Investments—that had the greatest impact on reshaping the author’s understanding of corporate finance. These experiences revealed the deep integration of finance with accounting, analytics, and strategic decision-making, far beyond …

Cross Country Analysis Of Leveraged Loan Issuance: A Comparative Case Study, Cristina D. Vasquez Boero

Honors Program Theses

This paper aims to examine the dynamics of the global leveraged loan market through a cross-country analysis of 32,635 loan issuances spanning 133 industries across 29 countries between 2005 and 2024. The study analyzes key loan-level variables; including commitment size, maturity time, facility type, pledge status, priority lien, economic sector, use of proceeds, issue year, and amortization schedule to identify cross-country variation in loan issuance patterns and borrower characteristics, comparing a selected sample of international countries with the United States. The results reveal that the market for leveraged loans has grown significantly over time, specifically due to a higher frequency …

Finchain: Adaptation Of Blockchain Technology In Finance And Business - An Ethical Analysis Of Applications, Challenges, Issues And Solutions, Naresh Kshetri, Keith Miller, Gaurango Banerjee, Bikesh Raj Upreti

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Blockchain Technology is a distributed database technology that has emerged as a ground-breaking technology with several possible solutions to critical applications, say from supply chain management, agribusiness, marketing to healthcare industry including internet of medical things. Although it started as a digital coin (popularly known as bitcoin), it is slowly influencing business, marketing policy and society. We have presented an in-depth study and ethical analysis of how blockchain is applied over the economic and financial sector including banks, credit unions and other retail giants. During our research, we have also investigated how blockchain technology can affect financial institutions around the …

The Opportunities And Challenges Of Automation: Insights From An Internship Experience At Ultrasource Llc, Olivia Madden

Finance Undergraduate Honors Theses

This thesis provides insight into Olivia Madden's time as an intern at UltraSource LLC. UltraSource LLC is a Kansas City company that produces meat manufacturing equipment and operational supplies. Olivia worked as a finance intern, where she was tasked with automating processes for the accounts receivable and payable teams and also did ad hoc projects for the finance department as a whole. These insights are recorded through weekly journal entries describing what was done and what was learned every week.

These insights are translated into research on the opportunities and challenges of automation, and the impact automation has on worker …

Index Funds And Etfs: Simplifying Investing For Better Returns, Patrick J. Cotton

Honors Theses and Capstones

No abstract provided.

The Value Of Nfts, Angelina Tham

Dissertations, Theses, and Capstone Projects

Non-fungible token stories have flooded the media since the beginning of the COVID-19 pandemic. NFTs have changed the public’s views on art, finances, and the self. The emergence of Web 3 redefined ways of self expression with the help of NFTs. What are NFTs, how are they valuable, and how will they shape the future of digital art? The data visualization for this project indicates that the most popular type of crypto art is in the style of a profile picture. The discussion suggests that NFTs are in their infancy and there will be more to come from digital art, …

Teaching How Supply Chain Operations Impact Financial Results: A Case Study Using Cloud-Based Simulation, Michael J. Murray

Southwestern Business Administration Journal

Understanding how the execution of the supply chain business processes affect the financial performance a firm is key to running a successful enterprise. These processes are integrated across many functional groups within a business organization, and it is difficult to illustrate this integration in a classroom setting. This paper presents a case study of teaching supply chain operations and business analytics using the cloud-based SAP ERPsim manufacturing game. Although teaching about enterprise systems is often classified as part of the MIS or accounting domain, the ERPsim simulation encompasses the primary supply chain business processes, and because the enterprise system on …

Support New Business To Solve Old Problems With Kentucky’S Keystone Waste From Bourbon & Brewing, Samuel C. Kessler

Commonwealth Policy Papers

Provided here is a policy solution from the backside of Kentucky bourbon and brewing to upcycle Kentucky’s “keystone” wastes and grow businesses in the process. Potential effects range from removing the bottleneck on bourbon production and producing GHG-friendly biogas to lowering the price of milk.This full whitepaper brief provides an incentive model for keystone wastes which have a provider and a use. It is equally applicable for policymakers or advocates wishing to place a policy incentive behind waste-to-product upcycling, businesses involved with methane sequestration & renewable biogas energy, and shifting regulatory and penalizing models of pollution into incentive model for …

The Analysis Of The Roles Of Bitcoin, Ethereum, And Gold As Hedge And Safe-Haven Assets On The Indonesian Stock Market Before And During The Covid-19 Pandemic, Carla A. Wijaya, Maria Ulpah

The Indonesian Capital Market Review

The uncertainty due to the COVID-19 outbreak has encouraged investors to look for value hedging instruments to minimize risk, which can be in the form of hedging assets or safe-haven assets. In response to it, this study aims to find out whether Bitcoin, Ethereum, and gold can behave as hedging and safe-haven assets before and amid the pandemic in Indonesia. The strategy is by observing the effects of volatility and return of Bitcoin, Ethereum, and gold on the Indonesian stock market. This study employed both quantile regression and simple linear regression models on data of daily closing price taken before …

College Majors And Unemployment Rates, Anna M. Gellerman, Harshita Ahuja

Publications and Research

College undergraduates often face the question of whether their major and related job force have high unemployment rates. The perceived high unemployment rates of certain majors due to circulating misinformation presents a need for comprehensive research on college majors and their associated unemployment rate. This paper dives into a ten year trend of unemployment rates by college major, and state to state variabilities of majors and their rates.

Bitcoin: The Pioneer Of Cryptocurrency With A Limited Dream, Anna M. Gellerman, Benjamin Zheng

Publications and Research

BitCoin is the most well known and adaptable cryptocurrency today. Due to the evolvement of the cryptocurrency market, many are thinking what this could mean for society; is the world ready for a new mainstream medium of exchange? This poster argues that although BitCoin is functional for small scale payments, it is inadaptable to become a payment tool comparable to cash and card.

Risk_Dash, A Python Framework To Model Portfolio Risk, Alexander Van Oene

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

While there are many Python packages that provide ways to do data analysis, in fact the package utilizes pandas, numpy, and scipy heavily, there are few that apply and handle common tasks that analysts face in quantifying market risk. pyfolio is one of those packages, however it forces you to utilize their infrastructure package Zipline where as risk_dash aims to provide a framework to formalize the data flow while being totally customizable for the analyst. risk_dash is comprised of classes and methods to handle the data flow and calculation of market risk metrics at the asset and portfolio level. In …

Modeling The Stock Market Through Game Theory, Kylie Hannafey

Honors College Theses

Game Theory is used on many occasions to help us understand interactions between decision-makers. The famous Nash equilibrium is a steady state in a model that shows the interaction of different players, in which no player can do better by choosing a different action if the actions of the other players do not change. These two concepts can be applied to numerous situations that vary in types of players, but for our research, we are focusing on businesses in the stock market. The main objective is to use Game Theory to analyze data collected from the stock market, model our …

Stock Market Correlations To Economic Indicators, Anthony K. Quandt

Honors Program: Senior Projects (Public)

For this project, I researched how representative the S&P 500 (a common index of choice to represent the market) is of the economic well-being of the US. I found that stock market data can be used an as indicator of the economic well-being of the U.S.. The results do not indicate that the stock market leads to recovery, but it does suggest that it is correlated with recovery. In my analysis, I compared the S&P 500 performance to four different economic indicators: Real Gross Domestic Product (GDP), The Consumer Price Index (CPI), Average Weekly Private Wages, and Unemployment Rate. A …

An Analysis Of The Business Structures And Performance Of Traditional Vs. "Freemium" Applications, Daztar Pagdiwala

Honors Scholar Theses

This thesis will examine the rationale and financial success of “freemium” applications versus traditional applications. I define what the “freemium” model is, and how it compares to the traditional (premium) and “free trial” models. In addition, I discuss the value proposition of the business structure, and how it is fully dependent on the consumer’s ability to perceive an increase in value through the purchase of additional features. I also analyze the major positive and negative aspects of the “freemium structure.

Overall trends that I note in the paper include a general shift towards “freemium” and “subscription” based products; within the …

Effects Of Terrorism On The U.S. Stock Market: Evidence From High Frequency Data, Kyla Scanlon

Mahurin Honors College Capstone Experience/Thesis Projects

This paper investigates the effects that terrorist attacks and mass shootings had on the U.S. stock market, using high frequency intraday data to identify stock price and variability reactions in the hours after the attack. The impact that terrorist attacks had on price level variability was examined using the generalized autoregressive conditional heteroskedasticity (GARCH) model. The market reaction to domestic versus foreign attacks was examined to measure a potential for contagion across financial markets. The potential for flight-to-safety/quality and capital reallocation in response to terrorist attacks were measured using ordinary least squares (OLS) model, measuring the respective betas of small …