Digital Commons Network^™

Dark As Day, Rachel Keady

CMC Senior Theses

“All works, no matter what or by whom painted, are nothing but bagatelles and childish trifles... unless they are made and painted from life, and there can be nothing... better than to follow nature." - Caravaggio

In the fall of 2021, I registered to take “Italian Baroque Art” with Professor Gorse at Pomona College, for the spring of 2022. Professor Faggen, one of my advisors, encouraged this and piqued my interest in the characters of this world. After some casual online research, I was transfixed by one artist in particular: Michelangelo Merisi da Caravaggio. How could I not be struck …

The Fallout Of Sffa V. Harvard And The Future Of Affirmative Action, Agosto Aliaga

CMC Senior Theses

When the Supreme Court ruled race-conscious admissions to be unconstitutional in SFFA v. Harvard, it sent the higher education world into shock. About 200 universities across the nation who featured admissions systems selective enough to where a student’s race impacted their admission probability were forced to restructure their admissions. As media outlets reports on the decision dominated the headlines, the man responsible for the Students for Fair Admissions’ victory, Edward Blum, quietly shifted his attention to his next target, the business world. Blum, a professional plaintiff with the goal of ridding America of race-conscious policies, understands better than anyone that …

The Fast-Food Industry's Mental, Emotional, And Physical Adverse Health Effects On Latine Workers, Ricardo Aguilar

CMC Senior Theses

This thesis investigates the adverse health effects experienced by Latine frontline workers in the fast-food industry, a sector where these workers are disproportionately affected by both physical and psychological challenges. The research was driven by the urgent need to address the health disparities that result from employment in environments characterized by high stress, negative customer interactions, and demanding physical activities. Utilizing a mixed-methods approach that includes historical analysis and quantitative assessment of workplace conditions, this study focuses on the common physical injuries such as repetitive motion disorders, and psychological stresses leading to conditions like depression. The results indicate a high …

Health Politics, Covid-19, And The Vaccine: A Comparison Of How Germany And The U.S. Cultivated Public Trust During The Covid-19 Pandemic., Kai Gundlach

CMC Senior Theses

Public trust is important during an ongoing crisis as it determines people’s compliance with government mandates and laws. During the Covid-19 pandemic, Germany and the U.S. operated with different levels of public trust and people placed their trust in different public institutions. My thesis examines how political tactics such as fear, use of science, and expert pronouncements impacted public trust and the COVID-19 response in both countries.

Exploring U.S. Natural Disasters And Psychological Distress: From Time Series Trends To Machine Learning Insights On Hurricane Helene, Sarah Jane Fullerton

CMC Senior Theses

This research investigates the historical trends of psychological distress in the U.S. in relation to natural disaster occurrences. By analyzing long-term data, we examine how significant natural disasters relate to levels of psychological distress over time. The research employs Exploratory Data Analysis (EDA) and Time Series Analysis to identify patterns and trends between the frequency and intensity of natural disasters and the rise of psychological distress across various periods in U.S. history. Additionally, real-time data from Reddit was collected through a custom-built Reddit web scraper specialized for Hurricane Helene. This dataset was labeled for sentiment and used to train machine …

Views Around The Ring, Patrick Wilson

CMC Senior Theses

My thesis shows the visuals and sound aesthetics of the video game series Halo. For my thesis, I created a 7-and-a-half-minute abstract video containing cutscenes in-game visuals over music from the different games, with an accompanying essay talking about the game and my video. I created this thesis because Halo was and still is a game that has been with me most of my life and I wanted to capture what I thought was important to the game. I achieved this through mixing soundtracks and editing in-game footage and cutscenes together. I learned that creating an abstract video takes a …

The Effects Of Ai On Recruiting In The Accounting Field, Reina Tain

CMC Senior Theses

This work investigated the impact of AI in accounting firms, particularly on the hiring scene. As AI use increases in the accounting industry, it would have a significant impact on what types of accountants firms are starting to hire, which this paper examines. This work incorporates research found through various accounting and business-related articles that discusses the impact of AI on recruiting in accounting firms. This paper found that candidates with high knowledge of technology with excellent communication and critical thinking skills are more likely to be hired by firms. The results indicate that recruiters prefer accountants that are curious …

The Impact Of International Baseball Players On Mlb Organizations: An Analysis Of Performance, Attendance, Revenue, And Valuation, 2012-2022, Aidan Booth

CMC Senior Theses

This thesis investigates the impact of international baseball players on MLB organizations. The paper uses the Sean Lahman Database focusing on team-wide statistics including performance metrics, winning percentage, and attendance. Using the Ordinary Least Squares (OLS) Regression model, the paper examines the effect of share of foreign-born players on team success, attendance, revenue, and valuation. The dataset controls for a number of variables throughout these regressions including payroll, population, stadium capacity, number of all stars on each team, and the number of competing professional sports teams in the metropolitan area in order to isolate the effect of foreign-born players on …

The Trilateral Challenge: The Impact Of Russian And Chinese Nuclear Threats On U.S. Strategy, Catherine Murphy

CMC Senior Theses

The article explores the United States’ nuclear deterrence strategy in the context of rising nuclear threats from Russia and China. The U.S. arsenal has 1,770 deployed warheads across intercontinental ballistic missiles (ICBMs), submarine-launched ballistic missiles (SLBMs), and bombers. A posture set by the presidential administration continues to reject a No First Use policy, focusing on modernization and renewed arms control with Russia and China. Russia, with 1,674 deployed warheads, suspended the New START Treaty following its invasion of Ukraine. China’s secretive nuclear program estimates 500 warheads, projecting growth and emphasizing its ICBM stockpile. The China-Russia partnership poses a significant risk …

Progressive Maternity And Reproductive Justice: The Identity Of Motherhood As A Conduit Of American Social Policy, Sharanya Suresh

CMC Senior Theses

For this thesis, I explore the following research questions: How did primary actors such as the activists and scholars within the Progressive Maternity and Reproductive Justice movements use and construct maternal and gender identities within their respective movements? What are the policy implications for building coalitions around gender and motherhood? I argue that the Progressive Maternity movement embraces motherhood as an identity by which we coalesce and create policy, while the Reproductive Justice movement has a nuanced understanding of motherhood and gender, with a rejection of the notion that citizenship is contingent on motherhood at the center of their political …

American-European Alignment: An Assessment Of Economic And Security Factors Impacting The Relationship Between The United States And Europe Since Wwii, Peter Nicholas Gianaris

CMC Senior Theses

The United States and Europe have had a relationship that has constantly augmented during the past 80 years. The extent of this change has depended on a number of factors including security and economics. This paper seeks to analyze the relationship between the United States and Europe throughout the Cold War, following the Cold War, and in the wake of Russia’s current invasion of Ukraine. It will view the partnership through a security and economic lens and seek to determine how much both factors impact the relationship and in what way each factor has impacted the relationship. It will also …

Analyzing The Mental Health Realities Among Daca Recipients Within The Mexican Community, Oscar Javier Gonzalez

CMC Senior Theses

Immigration to the United States, particularly from Mexico, has resulted in a significant population of undocumented individuals residing in the nation. Among them are those who arrived in the U.S. as children, with some eligible for protection under the Deferred Action for Childhood Arrivals (DACA) program, offering temporary relief from deportation and government benefits. This thesis analyzes the historical context of immigration and the DACA program, focusing on the often-overlooked experiences and mental health realities encountered by Mexican DACA recipients. These experiences encompass the pursuit of the American Dream, deportation fears, family separation, challenges in accessing government services, navigating the …

Your Anonymous Words Matter: The Harms Of Internet Anonymity And Its Inhibiting Effects On Producing Knowledge, Sena Selby

CMC Senior Theses

In this paper, I will argue against Karen Frost-Arnold’s claim that internet anonymity has more epistemic benefit than epistemic harm for online communities. I will first outline her arguments that anonymity poses epistemic benefits for speakers of marginalized communities, who often rely on anonymity to share their experience and testimony without fear of repercussions, such as testimonial injustice, backlash, and even physical harm. I will then consider objections to Frost-Arnold’s account made by others, including the idea that anonymous testimony is not reliable. I will show how this objection alone is insufficient against Frost-Arnold’s claim. Then, I will offer my …

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 …

Strategic Narrative And Global Public Opinion On The Russia-Ukraine Conflict, Jason Rhett

CMC Senior Theses

Through analyzing the cases of public opinion in Russia and South Africa, this thesis explores the nature of strategic narratives and the effects that they have on public opinion. Using the Russia-Ukraine conflict as a case study, it is conclusive that while strategic narratives are important and impactful, they are not the only factor that shape domestic and international public opinion. In Russia, while narrative has swayed a large portion of the population, there are those who’s stances can be attributed to the pressure to conform to the Russian nationalist majority. In South Africa, the country’s leadership has taken a …

The Impacts Of Hype And Competition On The Valuations Of Privately-Held U.S. Software Startups, Karan Sudhir Goel

CMC Senior Theses

The impacts of internal conditions on startup valuations have been well studied, but external factors such as market hype and competition have been more restricted to public company valuation research. With soaring valuations in the Generative AI market, an analysis of the relation of hype and competition to startup valuations is timely. I test three hypotheses: (1) More hype about certain business or tech-focused topics is associated with higher valuations for startups operating in those areas (2) More competition is associated with lower valuations for startups (3) The positive effect of hype on valuations is offset by the negative effect …

Mapping The Older User’S Journey: Building Ux With Theories Of Cognitive Aging, Aichatou Diaw

CMC Senior Theses

The aging global population represents a pressing consideration for user experience (UX) designers. The field of cognitive aging research focuses on characterizing and explaining changes in cognitive functions, such as memory, attention, perception, and problem-solving that occur as people age. Understanding these changes is vital for crafting interfaces that cater to a broader demographic. With the hope of creating more inclusive digital interfaces, this thesis explores the application of three cognitive aging theories, Cognitive Reserve, Cognitive Load Theory, and Controlled Processing, in order to examine their implications for UX design. By integrating insights from these theories, designers can make digital …

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 …

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 …

How Hollywood Engages In The Renarration Of Political History, Eric Workman

CMC Senior Theses

This paper explores the role of Hollywood films that reframe political history in affecting attitude change. Although pre-existing research establishes the ability for entertainment movies to influence political beliefs, this case study approach extracts some of the strategies directors use to convince audiences of their revisionist narratives. JFK (1991), Malcolm X (1992), Birth of a Nation (1915), Birth of a Nation (2016), and Snowden (2016) reframe a historical figure or organization with varying levels of success. The first five chapters explore the box office performance, film form, and political impact of the aforementioned films. Film form is divided into four …

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 …

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 …

Unveiling The Unseen: A Feminist Exploration Of Consciousness And Empowerment Among Homeless Women Through Consciousness-Raising, Scarlett Liu

CMC Senior Theses

Homeless women have been forgotten subject matter in the study and practice of feminist consciousness and consciousness-raising efforts. However, they grapple with the compounded challenges of both gender and homelessness within an oppressive societal structure. This thesis therefore seeks to conceptualize the consciousness of women, and particularly homeless women, in a feminist lens. Specifically, this thesis explores the Othering of women’s consciousness through the intellectual lineage of Simone de Beauvoir and Hegel, and emphasizes the role of material circumstances in shaping consciousness-raising efforts. Then, this thesis examines two unique struggles faced by homeless women – survival sex and homeless motherhood. …

Penelope: Our Cunning Hero, Rossana Leal

CMC Senior Theses

In the literary world, Homer’s Odyssey has served as a fundamental text in the Western canon. It was influential to great writers such as Virgil and Dante, along with being a significant influence in Ancient Greek religion. The subject of both mystery and celebration, Homer remains one of the most prominent authors in literary history. His work has received several interpretations over the years. This thesis takes a feminist and modern approach to the epic poem, focusing on Penelope as the protagonist of the epic and argues for her status as not just an equal partner for her husband, but …

Savage Tales: The Colonialist Narratives Underpinning Indigenous Genocide, Riley Green

CMC Senior Theses

This thesis explores the settler-colonialist supremacist narratives - religious, racial, and civilizational - wielded in the territories that would become Australia, Canada, and the United States to justify displacing and killing Indigenous Peoples. The narratives and their effects persist: contemporary disparities between Indigenous and non-Indigenous Peoples reveal the narratives' institutionalization, as do modern incarnations of the same legitimizing tropes in Australian, Canadian, and US domestic and foreign policies.

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 …

Speaking To Maryland’S Eastern Shore: Lessons For Candidates Looking To Earn The Watermen Vote, Maryum Khwaja

CMC Senior Theses

One of the thirteen original states, Maryland is located on the East Coast. It consists of two main sections that are separated by the Chesapeake Bay: the Eastern Shore, which is east of the Chesapeake, and mainland Maryland, west of the Chesapeake. As a whole, Maryland is a blue state. The East Shore is different: it has Republican House member, Andy Harris, and holds different values from the rest of the state, and it votes differently, too. In the 2020 election, Biden won the statewide vote 65-32 percent – but Trump carried Harris’s district 56-42 percent.

The people of the …

Exploring The Impact Of Caffeine, Alcohol, And Opioids On Intraocular Pressure: A Comprehensive Analysis Of Short-Term And Long-Term Effects On Vision, Jake Prieto

CMC Senior Theses

Coffee, alcohol, and opioids are addictive drugs commonly used in modern society, yet their impact on ocular health remains ambiguous. This systematic review aims to elucidate this ambiguity by examining their effects on intraocular pressure (IOP). Utilizing IOP as a metric, both short-term and long-term effects are evaluated across individuals with irregular IOP levels and healthy subjects. Furthermore, the study analyzes choroidal thickness as an additional measure to reinforce or challenge the findings regarding IOP, leveraging the inverse relationship between the two metrics concerning elevated IOP-related illnesses, such as open-angle glaucoma (OAG).

A comprehensive literature search was performed through Google …

The Role Of Women’S Activists And Organizations In Post-Conflict Kosovo, Olivia Carusi

CMC Senior Theses

This thesis examines the role of civic organizations to advance women’s rights in Kosovo after the conflict in the late 1990s. Following the Kosovo-Serbia War, Western state building missions came into Kosovo to support Kosovo’s independence and help guide them on a path toward developed statehood. However, those missions brought with them patriarchal leaders who marginalized women’s voices and neglected to enshrine women’s rights. As a result, local actorsand organizations stepped up to improve the lives of Kosovar women. Kosovo Women’s Network (KWN), and their member organizations, is one of the most successful civic actors in Kosovo, working locally and …

Multipolar Melting Pot: A Spatial Analysis Of Political Orientation In The United States, Nathanael Baumann

CMC Senior Theses

Politics at the national level seems increasingly polarized – but what does polarization really mean in a political context? Is the American political landscape so unidimensional that voters throughout the country can be represented by a linear left-right spectrum? By classifying gubernatorial candidates across the country based on their distinct social and economic positions, then mapping them in a two-dimensional space, I posit a very different kind of political landscape – one made up of diffuse, fluid political preferences.