Digital Commons Network^™

Dissecting The Connection Between Technological Advancement And Environmental Justice Through An International Perspective, Benson H. Le

Honors Theses

This thesis dissects the connection between technological advancement and environmental justice through an international perspective. With modern-day technologies advancing by the day, the implications of these technologies on our environment have been rising as well. This thesis looks to dissect the connection between these two entities, as well as view this connection through an international lens. Countries around the world view this connection very differently, and the way these technologies are implemented within the environment is drastically different based on different international views. This thesis aims to answer the questions about this phenomenon. How do countries around the world view …

The Price To Rent Ratio As An Indicator For Valuation In The U.S. Real Estate Market, Timothy C. Mahaffey

Honors Theses

This thesis investigates the usefulness of the price-to-rent ratio as a primary indicator of housing market valuation within fifteen Metropolitan Statistical Areas that have universities (MSAs). While traditional economic theory suggests that housing prices and rents maintain a stable long-run relationship, recent market volatility has challenged the reliability of this metric. This study utilizes a localized, trend-based analysis to determine the extent to which deviations in the price-to-rent ratio signal genuine market overvaluation or undervaluation.

The empirical results demonstrate a high degree of correlation between ratio deviations and home value trajectories. During the 2021–2022 period, all 15 analyzed cities experienced …

Beyond The Numbers: A Patterson School Of Accountancy Practicum, Olivia R. Mardis

Honors Theses

This practicum comprises six case studies that explore a range of accounting topics. While each case stands independently, the work collectively emphasizes the interpretation of financial information. Although financial statements may appear to some as a series of abstract figures, accountants are trained to understand and apply the “language of business,” transforming numerical data into meaningful insights that inform decision-making.

The first case provides an objective analysis of a company’s Form 10-K, focusing on interpreting financial statements and using that interpretation to evaluate performance and guide decisions. The second case examines the Corporate Transparency Act, analyzing its intended purpose, potential …

Change Of Accessibility In The Izu Islands Before And After Tourism Development In The Pre-World War Ⅱ Period, Kantaro Takahashi

International Journal of Islands Research

This study compares accessibility on the Izu Islands, an inhabited archipelago. part of Tokyo Prefecture, from around the 1910s to the 1930s, during the early years of tourism development. Most islands in the archipelago started attracting tourists during the economically prosperous 1960s and 1970s; uniquely, Izu Oshima, the largest island, had been a tourist destination since before World War II. Tourism research on this region and period has predominantly employed a descriptive approach; quantitative studies have been rare owing to the dearth of data. Addressing this gap, this study conducts a network analysis of data acquired from the books of …

Not An Afterthought: Addressing The Academic And Social Challenges That Create Barriers To Belonging For Transfer Students, Brooke Jankowsky

Honors Theses

This thesis examines the academic and social barriers to belonging for transfer students at four-year institutions, with particular attention to the University of Mississippi. The goal is to bring attention to the issues that surround transfer student populations in general by identifying some of the most pressing structural and interpersonal challenges that shape their experiences. A qualitative approach was used, drawing on existing literature, prior unpublished research at the community college level, and reflective analysis to explore themes such as transfer shock, creating and maintaining social networks, and gaps in institutional support. Findings suggest that transfer students often face a …

Sustainability In The Fashion Industry: Environmental Effects & Analyzing Innovative Approaches To Reducing Environmental Impact While Maintaining Profitability And Effectiveness, Haley Castillo Rebollar

Senior Honors Theses

The fast-fashion business model has several severe environmental impacts, including resource overconsumption, chemical pollution, greenhouse gas emissions, and solid waste consumption. Hence, the sustainable fashion alternative is questioned as to whether it can be applied with recoverable economic value and limited consequential impact when considering novel approaches in business model innovation, supply chain transformation, and the adoption of digital technologies. Evidence suggests that sustainability and profitability need not be mutually exclusive when strategic intervening actions are effectively managed. The set of principles of the circular economy, sustainable enterprise architecture frameworks, green supply chain management, advanced systems of forecasting, and three-dimensional …

An Exploration Of The Application Of Threshold Concepts In Sport Management, Debra Burke, Kadie Otto, Aj Grube, Charlie Parrish, Dan Grube

Global Sport Business Journal

Jan Meyer and Ray Land introduced the theory of threshold concepts to identify learning outcomes that represent a fundamental shift in the understanding of a subject which distinguishes how experts in the discipline internalize the discipline (Meyer & Land, 2006). They described the mastery of threshold concepts as being “akin to passing through a portal, opening up a new and previously inaccessible way of thinking about something” (Meyer & Land, 2006, p. 3). Threshold concepts as defined by Meyer and Land (2006) are characterized by these features:

• Transformative: Once understood, a threshold concept changes the way in which the student …

The Impatience Of Winning: An Analysis Of Time Discounting, Predictive Modeling, And The Nba Draft, Alec R. Plante

Business and Economics Honors Papers

This paper examines whether NBA draft decisions can be better explained by incorporating non-geometric time discounting into a model of general manager decision making. Using a dataset of 285 NBA draft prospects over a 12-year period, the impact of college statistics on Value Over Replacement Player (VORP) is determined, and these impact values are then used to create a “predicted” VORP for the first 4 seasons of each player’s career: a projection of what a general manager might think of a prospect’s future value given their college statistics. Following this, geometric and hyperbolic time discounting models are applied to estimate …

Taoism As Applied To The Individual In Western Business, Alfie T. Chadwick

Honors Capstones

When making the comparisons between Eastern and Western approaches, the primary focus of juxtaposition is the “this or that” attitude of Western thought against the “this into that” focus of Eastern thought. For instance, a Western company may view change as the opposite of stability whereas Taoist belief through Yin-Yang theory suggests change actually is stability (Chen, 2002).

The inherent paradoxical nature of this approach counters most Western schools of thought and, therefore, might prove difficult to implement in a Western workplace. This study aims to explore the potential for applying the principle of Wu-Wei (also known as “effortless action”) …

Neurodiversity In The Workplace: Organizational Approaches To Supporting Neurodiverse Employees, Madison Vasquez

M.S. in Leadership

Despite growing conversation around neurodiversity in the workplace, many organizations lack clear understanding and structured strategies to support neurodivergent employees. This study examines existing research on how organizations can more effectively support neurodiverse employees across the employee lifecycle. Using a qualitative literature review, this study addresses the research question by examining literature on neurodiversity within workplace contexts. This includes investigating common representations of neurodiversity and reviewing the strengths and challenges of neurodiverse individuals, including those who have autism, ADHD, and other forms of neurodivergence. The study also reviews workplace barriers, support strategies, and organizational outcomes identified across the literature. Key …

The Influence Of Financial Literacy On The Financial Behavior Of Students In The Higher Learning Institutions In Tanzania, Lisa John Baltazar, Evelyn Mweta Richard

Business Management Review

This study examines how financial literacy influences financial behavior as measured by spending, saving and investment and borrowing behavior of university students. The study was informed by the theory of planned behavior. Explanatory research design was used to test the research hypothesis. Data was collected through using a structure questionnaire which was administered both physically and online.  446 random selected students across Universities in Tanzania participated in the study, and simple linear regression analysis was used to establish the effect of financial literacy on financial behavior.  It was established that majority of the students are considered financially illiterate. However, the …

A Meta-Analysis Of Corporate Innovation Intention And Its Driving Mechanisms, Yaping Hu, Xuerong Shen, Yi Zheng

Journal of Scientific Information Research

[Purpose/significance] Stimulating corporate innovation intention is a pivotal issue for promoting innovation. However, the academic discourse on its key drivers presents significantly divergent and even contradictory conclusions, leading to theoretical ambiguity and practical guidance challenges. This study aims to systematically and quantitatively integrate empirical research in this field to clarify the true effects of core driving factors and their operational boundaries. [Method/process] Adopting a meta-analysis approach, this study systematically retrieves and screens literature, ultimately analyzes 29 empirical studies and examine four potential moderating variables which include location, data type, industry, and culture. [Result/conclusion] The study finds that government support, internal …

Ai Need Not Make One Slothful, Roy A. Kaelin Jr

Faculty Publications

As National Louis University seeks to plan and advance its way amid the potential perils and pitfalls of so-named artificial intelligence, one finds that with reasonable workflows and guard rails, the use of AI proposes both potential promise and prospect, to assist and augment the natural intelligence that students and teachers bring to the classroom, encouraging them to pursue STEM-related activities with the preparation and deployment of focused and directed AI-bots. This paper presents examples and a case study of that directed and focused approach, the incremental lessons learned to date, and a proposed path to advance worthwhile AI …

The Cobalt Curse: Cobalt’S Role And Risks, Marley Jackowitz

Student Theses 2015-Present

This paper examines the hidden environmental, geopolitical, economic, and social costs of the cobalt supply chain. Fueled by the demand for battery technology and electric vehicles, cobalt has become an essential element to the green energy transition. With the largest share of global cobalt deposits, the Democratic Republic of the Congo bears a disproportionate share of the industry’s harms. Cobalt mining in the DRC is marked by environmentally degrading practices and inhumane working conditions, compromising Congolese health, safety, and well-being. Chapter 1 discusses the environmental impacts of DRC cobalt mining and its adverse effects on public health. Environmentally degrading mining …

A Forecasting Framework For Distribution Center Capacity Utilization: An Applied Industry Study, Jordan J. Shortt

Data Science Undergraduate Honors Theses

This project develops and evaluates a predictive modeling framework for forecasting distribution center capacity utilization at Company Y, with monthly forecast horizons up to one year. Motivated by the operational challenges of seasonal demand volatility, promotional cycles, and the absence of a formally defined capacity metric, the study first constructs a historical capacity utilization measure from raw warehouse management system data — reconciling item volumes, location dimensions, and utilization factors across all DCs — which serves as the target variable for all modeling work. Four models are developed and evaluated against a naïve seasonal baseline: SARIMA, LightGBM, LSTM, and a …

Developing Tracking Compliance Standards For Inbound Freight: A Data-Driven Industry Application At O’Reilly Automotive, Jackson Endacott

Data Science Undergraduate Honors Theses

Visibility of inbound freight is critical for managing operational efficiency, yet many organizations lack standardized compliance metrics for third-party carriers to uphold, preventing them from utilizing tracking data to make data-driven decisions. During a summer internship with the Transportation Department at O’Reilly Automotive, data inconsistencies were addressed in the Transportation Management System (TMS), and that data was utilized to create tracking compliance standards for third-party carriers. Data populated from various sources within O’Reilly’s TMS was cleaned, validated, and utilized to create a Tracking Scorecard that evaluates message transmission rates, timeliness, and errors. This tool provides actionable insights to improve tracking …

An Explanation Of Alternatives Within A Portfolio, Isaac J. Reitman

Finance Undergraduate Honors Theses

This thesis attempts to provide insight into the role of alternative investments within modern portfolio construction for accredited and institutional investors.

The asset classes discussed are as follows: private credit, private equity, venture capital, hedge funds, collectibles, and real estate.

Modular Category Optimization For Substitutability: An Item-Level Approach, Medhansh A. Sankaran

Data Science Undergraduate Honors Theses

This thesis examines substitutability within Walmart apparel as a foundation for modular category optimization. Using large-scale item-level data, I develop an attribute-based framework that aggregates products to the fineline level, constructs a structured feature space, and identifies candidate substitute relationships through similarity-based matching within relevant merchandise groupings. The results show that Walmart item master data contains sufficient structure to support scalable substitute generation across a high-variety assortment. However, substitutability is not uniform: many item pairs exhibit high similarity but low observed demand transfer, indicating that structural similarity alone does not guarantee substitution. To address this, the framework is positioned within …

Escaping The Promotion Trap: A Machine Learning Framework For Brand Equity Preservation In Beverage Cpg, Lucas P. Jones

Data Science Undergraduate Honors Theses

When companies acquire beverage brands, they typically value them based on total sales revenue. This traditional approach treats all sales equally over time, whether they are driven by genuine consumer demand or temporary discounts. This is important because while promotions can boost short-term sales, they tend to erode brand value over long periods of time. The measurement problem extends to acquisitions, where buyers lack the tools to distinguish real consumer demand from artificial promotional inflation.

This thesis develops a framework to separate genuine baseline demand from promotional dependence using Nielsen scanner data covering 189 beverage brands across 188,304 weekly observations …

The Impact Of Quantum Computing And Distributed Ledger Technology On Accounting/Auditing/Finance Systems, Ulingeta O. L. Mbamba

Business Management Review

The integration of Quantum Computing (QC) and Distributed Ledger Technology (DLT) is poised to fundamentally reshape modern accounting by transforming how financial data is processed, secured, and verified. QC, utilising qubits, will exponentially enhance data analytics, risk assessment, and real-time financial forecasting, accelerating complex auditing tasks far beyond the capabilities of classical systems. In parallel, DLT, such as blockchain, provides a decentralised, immutable record of transactions, significantly increasing transparency and trust. This synergy may enable real-time analysis, continuous auditing, and intelligent automation, converting traditional static, centralised processes into dynamic, transparent ecosystems. Together, this convergence may redefine accounting, auditing, and finance, …

Understanding Grain Market Behavior: A Distributional Analysis Of Soybean And Corn Futures During Political And Global Disruptions, Caroline Brickey

Agricultural Economics and Agribusiness Undergraduate Honors Theses

This thesis analyzes soybean and corn futures over six years to evaluate how major global events influence volatility, price movement, and trader positioning. Using quantitative market data, the study identifies patterns of market sensitivity and event driven shocks, showing how uncertainty shapes commodity futures behavior and short term price dynamics during political and global disruptions.

Augmented Reality In Fashion Retail: A Walmart Unlimited Study, Chloe A. Mcpherson

Apparel Merchandising and Product Development Undergraduate Honors Theses

As technology continues to evolve, augmented reality (AR) has become increasingly common within the retail and fashion industries. This study explored Gen Z consumers’ perceptions of immersive AR shopping experiences through Walmart Unlimited, an interactive digital shopping platform. The purpose of this research was to better understand how younger consumers respond to AR-enhanced shopping environments and whether these technologies influence attitudes toward convenience, engagement, and sustainability in retail.

A quantitative research design was used for this study. Participants completed the Walmart Unlimited shopping experience and then responded to a Qualtrics survey measuring areas such as immersion, satisfaction, ease of use, …

The Problem Child Of Defense: A Comprehensive Historical Analysis Of The Inherent Imbalances And Structural Contradictions That Have Plagued The United States Military Acquisitions System For Eighty Years, Shepherd E. Dollahon

Finance Undergraduate Honors Theses

This thesis examines the structural contradictions and systemic failures that have defined the United States defense acquisitions system across eight decades of reform. Beginning with the creation of the Department of Defense in 1947 and proceeding through the Hegseth-era reforms of 2025, this analysis traces the cyclical pattern by which each successive administration identified procurement dysfunction, issued legislative remedies, and declared progress — only to produce new failures while leaving the underlying pathologies intact.

The central argument is that the defense acquisitions system has never suffered primarily from mismanagement or insufficient oversight, but from a structurally embedded incentive architecture that …

Flipping The Format: A Comparative Analysis Of Pedagogy’S Performance On Comprehension In Introductory Financial Accounting Education, Allison Drozd

Theses/Capstones/Creative Projects

Education is an ever-evolving field, and accounting education is no different. Introductory financial accounting is a required business course at universities that is characterized by high failure rates (Kealey et al., 2005). Evidence suggests that active learning and constructivist approaches improve comprehension of introductory financial accounting concepts as measured by exam performance. All methods studied produced statistically significant positive results on comprehension learning outcomes. Many professors' experiences support the studies' sentiment that active learning is important for teaching course concepts. The evidence reviewed in this thesis supports positive learning outcomes for comprehension of accounting concepts through active learning and constructivist …

Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer

Creativity and Change Leadership Graduate Student Master's Projects

Techno-Imagination: Elevating Creativity Through XR and AI explores the history of creativity and computing technology, supported by research and academic literature, and looks at the possibilities of a convergence between the two. In parallel, a brief biographical story of the author shares how a passion for creativity emerged, along with a growing interest in science and technology—specifically extended reality—which ultimately came together in the creation of this master’s project. The project also highlights how the Creative Problem Solving (CPS) process was used alongside AI bots and twenty research-based creative thinking skills in developing the business model canvas. Finally, the outcome …

Discounted Cash Flow Valuation Of Ethiopian Airlines Group: Country Risk, Currency Volatility, And Soe Dynamics In An Emerging Market Context, Rediet Wale Yirga

2026 Spring Honors Capstones Projects

This study presents a discounted cash flow valuation of Ethiopian Airlines Group, a state-owned enterprise in sub-Saharan Africa's largest aviation market. No published academic study has applied rigorous quantitative valuation to the airline within an emerging market framework. This research addresses that gap by constructing a multi scenario DCF model using audited financial data from FY2019/20 through FY2023/24, with projections through FY2029/30. The model incorporates a country risk premium using Damodaran's methodology and accounts for ETB/USD depreciation following Ethiopia's 2024 exchange rate liberalization. Sensitivity analysis identifies exchange rate volatility, fuel costs, and discount rate as primary drivers of enterprise value …

Do I Have To Know Someone? The Impact Of Factors Beyond The Playing Field That Affect Mlb Hall Of Fame Voting., Jackson Wollscheid

Economics Undergraduate Honors Theses

With the creation of WAR (Wins above Replacement), it has created an index to measure the player’s value using a variety of statistics relevant to that player’s position. The higher a player’s career WAR then the greater the impact that player had on the game during his career. However, players are not simply inducted into the Hall of Fame on this measure of value but on voting from members of the BBWAA (Baseball Writers’ Association of America). This research investigates external factors outside of standard playing statistics’ influence on Hall of Fame voting, including team affiliation, career length, and other …

You Can’T Spell Audit Without Ai: The Current Uses Of Artificial Intelligence In Audit, Jena Perkins

Senior Honors Theses

The accounting profession continuously adapts to the innovations provided by the broader context in which it exists. Artificial intelligence (AI) is a forerunner among tools used to enhance and optimize auditing services within the accounting profession. The realm of AI offers advancements to procedures used within an audit to detect misstatements. Based on the proprietary platforms developed by Big 4 accounting firms, AI is a key component in maintaining an advanced approach towards auditing.

The Application Of Natural Language Processing Towards Auditing Of Unstructured Data: A Design Science Approach, Dennis K. Amoatey

Electronic Theses and Dissertations

Financial auditors must manually review large volumes of unstructured text that may include contracts, internal policies, footnotes, and journal entry descriptions. This time-intensive process introduces risk of human error and inconsistency. Despite advances in automation, no systematic approach exists for applying Natural Language Processing (NLP) to this problem at scale. Using a design science approach, this study develops a framework that demonstrates how NLP techniques can be incorporated across key phases in the audit process, including planning, internal controls evaluation, evidence gathering, and reporting. Initial evaluation through expert feedback had a mix of responses. While some argued difficulty with data …

Los Juegos De Rol Como Una Herramienta Psicoeducativa, Víctor E. Quintana Villarreal

Journal of Roleplaying Studies and STEAM

Los juegos de rol han funcionado durante mucho tiempo como un medio para compartir y crear historias en conjunto con colegas y amigos. De ellos, se desprenden también habilidades y herramientas fundamentales para la vida, por lo que un método para sistematizar estos juegos de tablero y dados a funciones educativas es necesario para potenciarlos como herramientas psicoeducativas.

La siguiente, es una propuesta planteada desde el marco constructivista para generar espacios con los juegos de rol como eje central del aprendizaje, y se relatan a través de un marco teórico, seguido de una proposición metodológica, una serie de pasos para …