Digital Commons Network^™

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.

Shame Clogs The Arteries Of Love: How To Love In The Face Of Shame And Conditions Of Oppression, Theodore J.M. Siasat

CMC Senior Theses

Love and shame, on its face, are at odds with one another. Love tends to foster connection while shame makes one want to hide and isolate oneself. This thesis aims to resolve this tension, particularly in cases of mistaken shame, where the ashamed agent need not feel ashamed, such as in cases of internalized racism, sexism, etc. To do so, this thesis begins by exploring similar cases of love driving people away, looking at (1) love under conditions of oppression and (2) love as seen in Vida Yao’s “Grace and Alienation,” where she is also concerned with ashamed beloveds. …

Investigating The Novel Effects Of First-Time Wim Hof Breathing: An Experimental Study, Yuhan Kong

CMC Senior Theses

Breathwork, or voluntary controlled breathing exercise, is central around the world for spiritual and well-being purposes. Most extant research has focused on slow breathing techniques and has found a range of benefitsin physiological (e.g., increase in parasympathetic tone) and psychological (e.g., reduction in depression, anxiety, stress) outcomes. Less explored is fast-paced breathwork, which may also be beneficial for mental and physical health. Wim Hof Breathing (WHB), a novel breathing technique that gained popularity in recent years, has been claimed to have a range of health benefits, including improving mental health, autonomic regulation and cardiovascular functioning. However, very limited scientific studies …

The Politics Of Criminalization: Examining The Complex Legacy Of The 1994 Violence Against Women Act, Genevieve Mccloy

CMC Senior Theses

This thesis explores the interconnected issues of violence against women, patriarchy, and criminalization to understand the 1994 Violence Against Women Act and the factors that shaped it. Using Johns Kingond’s multiple streams framework, this paper investigates how the Act was constructed by the battered women’s movement and the United States’ shift towards tough-on-crime policies. Ultimately, this paper seeks to understand how the issue of domestic violence became rooted in criminalization and if that framework has helped deter violence against women in the United States or if it caused more problems than it solved.

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 …

Mindfulness: A Look Into The Effects On Performance In The Academic, Work, And Athletic Spaces, Danielle Beder

CMC Senior Theses

Mindfulness and meditation offer many benefits to people in all aspects of life. This paper provides insight to how mindfulness and meditation can affect an individual’s performance. Mindfulness and mediation has emerged as a very popular tool in western therapies in the last 60 years. Through reviewing lots of prior research and literature, the results show that mindfulness can help increase performance. This is done through three mechanisms: emotional regulation, flow state, and cognitive functions. Mindfulness increases an individual's emotional regulation systems through reduced depression and anxiety, increased happiness, and development of emotional intelligence. Mindfulness also increases the frequency of …

The Evolution Of Love: The Concept Of True Beauty In Plato’S Symposium And Phaedrus, Miranda Zhao

CMC Senior Theses

Love, a concept revered across cultures and time, holds multifaceted meanings and roles in human experience. Plato, in his dialogues Symposium and Phaedrus, offers profound insights into the nature of love. However, Plato’s conception of love has been subject to criticism, with many viewing it as selfish, objectifying, and lacking in interpersonal connections. Central to these criticisms is the question of whether the lover’s affection for the beloved persists after grasping the concept of true beauty. In this thesis, I delve into Plato’s idea of love as presented in the Symposium and Phaedrus, aiming to demonstrate that Platonic …

The State Of Our Republic: State Constitutions’ Role In Creating A More Perfect Union, Caroline Bullock

CMC Senior Theses

This thesis situates state constitutionalism in the modern context of federal constitutional paralysis. By tracing patterns of state constitutional development, we find that states were always the fundamental setting of democracy, and there has always been critical action happening at state legislatures, in state courts, and through state constitutional change. State constitutions provide an active means to achieve progress and protect rights not federally enshrined (and thus, endangered by the political process). The use of state constitutions to prescribe ways of life, protect individual and specialized rights, and to limit local governments has always occurred, but with the current federal …

Police Flight Oversight: Lapd Drone As First Responder Implementation, Nathaniel Worley

CMC Senior Theses

This thesis explores the feasibility of implementing a Drone as First Responder (DFR) program within the Los Angeles Police Department (LAPD), analyzing the operational, social, and financial implications compared to traditional police helicopter usage. The thesis investigates helicopter flight patterns, demographic correlations, and the potential for drones to provide a less invasive and more cost-effective aerial support system. Key findings include the use of incorrect identifying hex codes by LAPD helicopters, suggesting potential transparency issues in aerial operations. The thesis recommends DFR due to substantial cost savings and enhanced surveillance transparency and asserts that a DFR program can mitigate negative …

Intersectionality Of Race And Sex On Collaborative Work Process, Wynter Buckner

CMC Senior Theses

While many researchers have explored the benefits of diversity on innovation and output quality, there is a lack of research that has been done on impact of diversity in teams on outcomes on the personal level. This paper investigates the relationship between social identity and the ease of collaborative work processes. I use an experiment to test hypotheses on the preference of partners and best performing pairing. With the use of a website designed my Jeffery Flory, Brent Hickman, John A. List, Amamnda Pallais, and Jessie Sun, 30 participants were randomly paired in teams of two to virtually collaborate is …

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 …

Sex Differences In The Effects Of Cortisol On Muscle Characteristics: A Meta-Analysis, Natalie Bitetti

CMC Senior Theses

Background: Cortisol plays a central role in both muscle breakdown and growth. These effects are highly dependent on dose and interactions with other hormones. It is known that men and women show considerable differences in their muscle structure and physiology, which are largely driven by hormonal differences. Cortisol release patterns may also vary between the sexes, with current research showing considerable disagreement. The interplay between cortisol and muscle, two highly variable and sexually dimorphic factors, may prove to have different effects in males versus females.

Objective: This meta-analysis integrates existing research on sex differences in cortisol-muscle physiology with existing research …

House Of Cards: Examining The Justifications Behind Putin’S Failed Gambit In Ukraine, Jonathan Ip

CMC Senior Theses

This paper examines how Russian President Vladimir Putin attempted to legitimize the 2022 invasion of Ukraine. The paper focuses on three justifications identified from Putin’s addresses and existing scholarly arguments: the threat of NATO expansion into Ukraine; the use of historical references such as the Great Patriotic War to portray Ukrainians as neo-Nazis and Russophobes; and the reclamation of lost Russian territories through the Russian world concept. This paper concludes that Putin employed such justifications to conceal his expansionist goals of annexing Ukraine. Moreover, this paper assesses how the 2022 invasion backfired for Putin as he not only failed to …

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 …

Designing A Personalization Intervention To Reduce Churn In Exercise Mobile Apps: A Research Proposal, Chris Li

CMC Senior Theses

Sports and fitness mHealth app development has rapidly increased since the COVID-19 pandemic due to changes in living situations that increased the demand for exercising remotely. App developers struggle to understand the various strategies in reducing the amount of users that churn as time progresses. This research proposal will primarily focus on the effect that personalization has on churn, seeing the increased development of mobile health apps, strong desire for curated experiences, and the recent relevance of AI. To fully understand the relationship between personalization and churn, moderator effects of perceived ease of use, perceived usefulness, and user engagement will …

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 …

More Than A Feeling: Exploring The Drivers Of Music Catalog Values, Emily Nutting

CMC Senior Theses

This paper examines which characteristics of songs affect transaction price in the sale of artist’s music catalogs. My analysis tests many variables, including the number of years between the song’s release its catalog’s sale (age); the natural log of the number of Spotify streams the song has (popularity); the genre of the song; themes in the song, such as dating, violence, romance, obscenity, sadness, and feelings; and elements of the song like danceability, energy, loudness, instrumentalness (the prevalence of instrumentals relative to vocals in a song), and acousticness (the measure of sound made using instruments as opposed to electronic means). …

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 Emergence Of Aedes Aegypti In California: Implications For Ecosystems And Public Health, Jose Ruiz

CMC Senior Theses

This literature review delves into the emergence and impact of Aedes aegypti, the yellow fever mosquito, in Southern California. My investigation begins with an exploration of the physical characteristics, historical background, and its significance as a vector. Notably, Aedes aegypti's historical role as a vector for yellow fever during the 19th century shapes the foundation for understanding its effectiveness in disease transmission and demonstrates the potential of its negative impact on Southern California residents. I examined the habitat preferences and behaviors of Aedes aegypti, emphasizing its adaptability to urban environments and its effect as a daytime feeder with a limited …

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 …

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 …

From The Barrel To The Border: Exploring The Roots And Ramifications Of Gun Trafficking From The United States To Mexico, Alexandra Punishill

CMC Senior Theses

Nowhere is the discussion surrounding gun violence more prominent than in the United States, with the impacts of our gun-friendly culture being felt around the world. This thesis analyzes the dynamics of gun trafficking from the United States to Mexico and sheds light on its role in fueling the epidemic of gun violence south of the border. It is argued that the particular system of federalism adopted by the United States has led to a variety of state-level gun regulations that have shaped domestic gun policy and have had an international impact. Despite Mexico’s persistent efforts to combat the gun …

Employing A Machine Learning Approach In Precision Oncology To Predict Pik3ca Functional Status And Identify Phenocopying Variants Of Deleterious Pik3ca Mutations, Javier Castillo

CMC Senior Theses

The following proposal describes a modular machine learning approach that detects malfunctioning genes and pathways in cancer using the transcriptome of cancer patients. The transcriptome is underused in precision oncology and, combined with machine learning, can aid in the identification of hidden responders. Applied to the PI3K/AKT/mTOR pathway, this method can be used to predict PIK3CA functional status and identify phenocopying variants of deleterious PIK3CA mutations. The classifier will do this by integrating RNA-seq, copy number, and mutation data from tumors to determine the functional status of PIK3CA using a set of learned gene-specific weights. The classifier will then be …

Righteous Fury: A Natural Rights Approach To The Individual Right To Bear Arms Under The Ninth And Fourteenth Amendments, Nikhil Agarwal

CMC Senior Theses

The individual right to bear arms for self-defence has been grounded by the modern Supreme Court in the Second Amendment and incorporated against the States by the Due Process Clause of the Fourteenth Amendment. However, a close examination of both the majority and dissenting opinions in each of the three landmark gun-rights cases decided by the Supreme Court this century- DC v. Heller, McDonald v. Chicago, and New York State Rifle & Pistol Association v. Bruen- reveal how difficult is to determine the original meaning of the Second Amendment, and expose weaknesses in the Court’s current substantive due process …

The Collegiate Tennis Effect: Measuring The Impact Of College Attendance On A Tennis Player’S Professional Career, Ian Freer

CMC Senior Theses

Our study examines the influence of college attendance on the professional tennis careers of the 502 American male players who earned a ranking point between 2014 and 2023. Initial analysis suggests that attending college may lower a player’s career-high ranking by 159 spots. However, after controlling for career length, we observe a significant improvement of 214 spots among players with similar junior rankings. Our analysis of career trajectories reveals that college players often start their professional careers at higher rankings and achieve their career-high rankings earlier than non-college players. Additionally, the career-high rankings of the most promising juniors tend to …

Leadership In Startups: How Founder Personality And Leadership Behaviors Impact Startup Success And Psychological Safety, Ria Passi, Ronald Riggio

CMC Senior Theses

New ventures created by entrepreneurs are crucial to the economy and to the diffusion of innovative technologies. However, startups often operate in highly uncertain environments characterized by constrained resources, lack of established processes, and complex market dynamics. Despite surges in startup investment, the failure rate for new ventures remains high, making it crucial to understand the factors that can contribute to their success. This thesis explores how founder personalities, leadership styles, and cultivating psychological safety impact startup performance and growth trajectories. Founder personality traits like openness, agreeableness, and conscientiousness are positively associated with securing funding, achieving exit opportunities, and overall …

Developmental Stress Signaling And Substance Use: Cortisol Reactivity Moderates The Effect Of Early Life Adversity On Alcohol Misuse Behaviors Among College Students, Keeley Lariviere

CMC Senior Theses

Stress-motivated drinking is common among college students facing increased independence and novel stressors. Early life adversity (ELA) as well as individual variation in neuroendocrine stress signaling significantly increase risk for alcohol misuse. Research on the relationships between ELA and the physiological stress response system, suggest that a dampened stress response may mediate the relations between ELA and alcohol misuse. However, other research has suggested that rather than acting as mediator, stress reactivity may interact (moderate) the relations between ELA and alcohol misuse. This study examined the associations between ELA, cortisol reactivity to an acute stressor, and self-reported alcohol misuse in …