Digital Commons Network^™

Who Gets To Stay? Selective Compliance, Local Power, And The Politics In San Juan Capistrano, Daniel Fernández

CMC Senior Theses

This thesis examines how California cities can satisfy state housing mandates while systematically under producing affordable housing. Using San Juan Capistrano as a case study, it documents a pattern of selective compliance. That is, a formal planning obligations are met while local governance tools, place-based identity, and discretionary processes that consistently filter housing outcome towards market-rate development and away from lower-income production. The findings suggest that closing California's affordability gap requires enforcement tools capable of reaching beyond formal planning compliance to address the governance mechanisms that shape what actually gets built.

Staring Into The Void: What Absolute Nothingness Reveals About Existence, Anxiety, And Love, Jasper Datta

CMC Senior Theses

We use contrast to understand the characteristics of the world. Green is understood in contrast to the possibility of being red or blue, and your identity is understood against the possible background of being someone else. In the philosophy of Nishida Kitaro, he extends this approach to define a concept of absolute nothingness, the thing in contrast to which being itself can be understood. In Chapter I, this thesis reconstructs the argument for absolute nothingness, explains how it is situated in Nishida’s broad system, and explores how it entails a philosophical contradiction we ought to accept. I then move on …

The Economics Of The U.S. Student Loan Market And The Case For The Education Development Financial Institution, Ian Akers

CMC Senior Theses

The United States student loan market is shaped by a variety of market failures–credit constraints, positive externalities, behavioral frictions including myopia, debt aversion, and misperception–that together justify government intervention in the market. Yet the design of federal intervention is just as important as its existence. This thesis details the economic theory underpinning the market for student loans, evaluates three historical federal student loan programs (the Perkins Loan Program, the Federal Family Education Loan Program, and the Federal Direct Loan Program) through the lens of that theory. The thesis then proposes a novel institutional model as a targeted response to the …

Pillpetz: A Smarter Way To Encourage Medication Adherence In Children, John H. Begley

CMC Senior Theses

Medication adherence is usually framed as a problem of patient behavior, but this thesis argues that it is equally a problem of design. Children who take daily medication face barriers that adults often do not: developing executive function, dependence on caregivers, shifting school and home routines, privacy concerns, and stigma around being perceived as different. The standard prescription bottle, by contrast, was designed primarily for dispensing efficiency, safety, and accidental ingestion prevention—not for sustained daily use by a developing child.

This thesis proposes PillPetz, a smart pill case and digital companion that uses routine, play, dose confirmation, and caregiver-connected support …

From Endowment To Extraction: Critical Mineral Governance And Supply-Chain Integration In The Arctic, Charles Bollwerk

CMC Senior Theses

Annexing Greenland, making Canada the 51st State – what’s it all about? Critical minerals are often treated as a geological and national security problem that can be fixed through strength and coercion. This thesis argues that, in the Arctic, governance structures are what determine whether critical mineral wealth becomes strategically useful. Through a comparative qualitative analysis of Greenland, Canada, Alaska, Russia, and the Nordic countries, it examines what drives variation in critical mineral extraction and supply-chain integration across Arctic states, an especially relevant topic as Western states seek to reduce dependence on Chinese-controlled supply chains. The analysis applies four variables …

Revenge Of The Interceptors? The Dod, Congress, And The Return Of Space-Based Missile Defense During Trump 45, Chad Mcelroy

CMC Senior Theses

The initiation of the Golden Dome for America program has brought space-based missile defense (SBMD) to the forefront of American national security policy and rekindled debates that had laid dormant since the administration of President Ronald Reagan. How, forty-two years after President Reagan first proposed the Strategic Defense Initiative, did SBMD return as a national priority? In lieu of public information about the ongoing Golden Dome initiative, this thesis explores the first Trump administration, otherwise known as Trump 45, in order to analyze the development of SBMD proposals by its proponents in Congress and the Department of Defense. I used …

Algorithmic Trading In Idiosyncratic-Payoff Markets: A Multi-Agent System For On-Chain Prediction Contracts, Saif Aldeen A.K. Agha

CMC Senior Theses

This thesis documents the design, deployment, and forward-test evaluation of an evolutionary multi-agent algorithmic trading system on Polymarket, the largest decentralized prediction market. The system pairs a locally-hosted 72-billion-parameter language model with a gradient-boosted statistical filter and an evolutionary selection mechanism that maintains a population of approximately 500 autonomous trading agents. Each agent generates a probability estimate for an event, compares it to the prevailing market price, and trades the resulting disagreement.

The central empirical exercise estimates a panel regression of trade-level profit on the absolute disagreement between the agent's probability estimate and the market price, controlling for agent identity, …

From Reconstruction To The Carceral State: Law, Labor, And Punishment In Black America, Nicolas S. Changbencharoen

CMC Senior Theses

This thesis examines the reconfiguration of racial and labor subordination in the United States from Reconstruction to the present, arguing that the legal abolition of slavery did not dismantle the economic and institutional structures on which it rested. It traces a continuous trajectory through which law and the criminal justice system were systematically weaponized to reconstitute slavery's essential functions under successive institutional forms, each serving as a deliberate mechanism for the extraction of Black labor in service of private and state interests. The analysis culminates in an examination of the modern carceral state, concluding that contemporary prison labor programs continue …

Interpretable Sample Uncertainty Measures For Ranked-Choice Election Polls, Jason Liang

CMC Senior Theses

Polling results from traditional single-choice plurality elections are readily interpretable. Simple frequentist population parameters are estimated, including each candidate’s total support and the size of the front runner's lead. If the point estimate for the size of the front runner's lead exceeds the margin of error of the lead, we can conclude that the poll shows a statistically significant front runner. However, the interpretability of these population statistics disappears when applied to ranked-choice voting elections. Because ballots rank multiple candidates and candidates are eliminated in rounds, simple population-wide parameters are not well-defined. In RCV elections, a candidate’s ability to win …

Authoritarian Development & Political Economy Of East Asia: The Making Of South Korea’S Developmental Regime, Christopher J. Chung

CMC Senior Theses

This thesis investigates the historical evolution of South Korea's developmental trajectory during the Park Chung-hee era (1961-1979), a period that left an indelible mark on the country's political economy and industrial landscape. Rather than treating Park's regime as its own starting point, this thesis situates it within a longer historical arc beginning with Japanese colonial rule and continuing through Syngman Rhee's aid-dependent republic, arguing that Korea's developmental success was neither institutionally inevitable nor externally engineered, but the product of a historically specific and ideologically driven state-building project. Four primary questions guide this research: what historical conditions shaped the institutional landscape …

Mapping Ubiquitin-Cavitand Binding Interactions Using Ccpnmr Analysis, Mia J. Rhee

CMC Senior Theses

Ubiquitin is a highly conserved 76-residue protein central to proteasomal degradation, DNA repair, and immune regulation. Its dysfunction underlies neurodegenerative diseases and cancer, so it is important to understand how synthetic molecules recognize ubiquitin’s surface at residue level as it has implications for biosensor design and therapeutic targeting. This study performs a quantitative analysis of ubiquitin-cavitand binding interacting using four 1H-15N HSQC NMR titration spectra collected across increasing tetracarboxylate cavitand concentrations (apo, 1:15, 1:2, and 1:3 cavitand:ubiquitin). Using CCPNMR AnalysisAssign, all 73 non-proline backbone amide resonances were assigned against published BMRB reference shifts.The chemical shift perturbations (CSPs) were calculated at …

Exploration Of The Use Of Radiocarbon Time-Series Records As Indicators Of Upwelling Areas, Rena Reshmi Mukherjee

CMC Senior Theses

The Earth’s oceans buffer climate change, regulate weather patterns, sustain global food security, and support biomedical research. Ocean currents redistribute heat and nutrients while promoting genetic diversity, which can serve as a source of novel compounds for biomedical research. Understanding ocean circulation is essential for maintaining these ecosystem services as the climate continues to change. Upwelling, a form of vertical water movement that transports nutrient-rich deep water to the surface, plays a key role in marine productivity and carbon cycling. However, global upwelling patterns remain incompletely mapped. Radiocarbon (14C), a radioactive isotope of carbon, provides a useful tracer of ocean …

Revisionist Political Coalitions, Queering, And The Transmission Of Violence, Tom Y. Inouye

CMC Senior Theses

This thesis examines the ways in which violent non-state actors (VNSAs), specifically revisionist political coalitions (RPCs), emerge from a state-centric international system that denies them access to formal avenues of political advocacy, legitimacy, and recognition. Challenging dominant portraits in international security that cast non-state-perpetrated violence as irrational or deviant, I argue that RPCs turn to brutality as a strategic response to exclusion produced by the Westphalian paradigm. Queer theory, particularly the concepts of legibility and strategic disidentification, is central to the reconceptualization of RPCs as “queered” political objects whose existence falls outside the normative boundaries of sovereignty and legitimacy.

To …

Has The Introduction Of Express Lane Congestion Pricing Affected Residential Housing Prices In The Bay Area?, Francesco Argueta

CMC Senior Theses

This paper estimates the capitalization effect of express lane congestion pricing on residential property values in the San Francisco Bay Area, exploiting the staggered rollout of US-101 express lanes across two phases — Phase 1 (February 2022) and Phase 2 (March 2023) — alongside the single-phase opening of I-880 express lanes (October 2020). Using a two-way fixed effects difference-in-differences (DiD) design with continuous treatment intensity measured as inverse Euclidean distance to the nearest toll segment, I estimate log-linear specifications that yield percentage-interpretable capitalization effects robust to right-skew in Bay Area home values. The preferred log specification finds that neighborhoods in …

Modulating Oran Nitrate-Reducing Bacteria To Enhance Nitric Oxide Bioavailability As A Therapeutic Target For Atherosclerosis, Donovan C. Davidson

CMC Senior Theses

Atherosclerosis remains the primary driver of global cardiovascular disease, yet clinical interventions are largely restricted to high-cost, invasive procedures only after it has reached a critical stage. Recent research has identified a connection between the oral microbiome and vascular health via the enterosalivary nitrate-nitrite-nitic oxide (NO) pathway. Oral nitrate-reducing bacteria (ONRB) drive the synthesization of NO by reducing dietary nitrate into nitrite, which is then converted into bioavailable NO. NO is a potent vasodilator that maintains endothelial health by suppressing inflammation through inhibiting the expression of adhesion molecules VCAM-1 and ICAM-1. However, this pathway is easily compromised by dysbiotic oral …

Not Biological, But Built: Structural And Metabolic Pathways Driving Black Maternal Health Disparities In The United States, Alexandra I. Umegboh

CMC Senior Theses

Black infants in the United States are more than twice as likely to die before their first birthday than white infants, a disparity often attributed to genetics, behavior, or individual health choices. However, this idea is challenged by a key contradiction: African immigrant women consistently experience better birth outcomes than U.S.-born Black women despite being similarly racialized. This thesis investigates the origins of this reproductive advantage and the factors contributing to its decline over time. By drawing on epidemiological data, metabolic health research, and literature on African diasporic healing traditions, it argues that the “healthy immigrant effect” is not biological, …

Balancing The Scales Of Justice: The Unconstitutionality Of Marital Rape In India, Pallavi Raju

CMC Senior Theses

Marital rape remains an unpunished crime in India, despite decades of dispute and litigation. This thesis explores the question of why the state continues to retain the marital rape exception within the Indian criminal code, even though it commits to combat gender based violence in other areas of justice. The research begins with a broader understanding of privatization of women’s rights in the international sphere and culturally sanctioned violence to protect the institution of marriage. With a focus on the legal justifications and language of Indian court cases, this thesis determines that judges adjudicate on gender justice inconsistently. Attempting to …

No Coup, No Conscience: Coup-Proofing In The Armenian Genocide, Rachel Svoyskiy

CMC Senior Theses

The Armenian Genocide functioned as a form of coup-proofing under the Committee of Union and Progress (CUP). Existing scholarship emphasizes nationalism, wartime radicalization, and security dilemmas, but does not fully account for why the military complied, why dissenters were removed, or how Armenian property became tied to political loyalty. Applying Hicham Bou Nassif’s framework of coup-proofing, this study examines four tactics the CUP used to secure military obedience while carrying out mass violence. First, the regime framed Armenians as an existential threat to align the officer corps ideologically with the state. Second, it promoted the material interests of military and …

Ceo Linguistic Stress And Abnormal Stock Returns Evidence From S&P 500 Earnings Conference Calls, Yiqi Sun

CMC Senior Theses

Stress is pervasive among corporate executives, yet its effect on firms' future abnormal return remains largely unexplored. This paper examines whether CEO's Linguistic stress exhibited during earnings conference calls predicts future abnormal stock returns. I provided a Large Language Model (Claude Sonnet 4.6) psychology-backed prompts to analyze CEO stress from linguistic patterns in 7491 earnings call transcripts from 470 companies in the S&P 500 during 2020-2024. I found three main results. First, the CEO linguistic stress is negatively and significantly associated with the immediate market reaction, with a one-unit increase in stress score associated with a 0.9% decrease in the …

A Reevaluation Of South Korea’S Economic Rise: The Defense Industrial Base, Timothy Lee

CMC Senior Theses

This paper seeks to reexamine how the Republic of Korea (ROK) was able to rise from one of the world's poorest economies after the Korean War to a leading international defense exporter today. Existing development theories—such as dependency theory, export-led industrialization, and world-systems theory—each offer partial explanations but none fully accounts for the ROK's rapid economic growth. To address this gap, the paper analyzes U.S. foreign aid data, U.S. national security documents, and the economic data of the ROK’s chaebols, family-owned business conglomerates, to reevaluate two key variables: the United States' strategic imperative to contain communism during the Cold War, …

The Vestiges Of The German Democratic Republic: Memory Politics And Xenophobia In Former East Germany, Diana Zhou

CMC Senior Theses

From the 2015 migration influx onward, xenophobic and nationalist sentiments permeated Germany’s national political discourse. The former socialist territories in eastern Germany have proven particularly susceptible to far-right, anti-immigration, and anti-integration rhetoric. This thesis explores the mnemonic foundations of xenophobic sentiments in former East German states, tracing the development of an antifascist yet ethnically nationalist mnemonic framework to the state-sanctioned myths and invented traditions of the German Democratic Republic (GDR). As the loss of a collective GDR identity produced a reactionary rehabilitation of this framework post-unification, the racial and ethnic “other” — migrants, asylum seekers, and refugees — became constructed …

Lessons Unlearned: Cultural Competence And The Limits Of U.S. Army Doctrine In Iraq And Afghanistan, Kylie W. Ha

CMC Senior Theses

This thesis examines how the absence of comprehensive cultural and linguistic competence within U.S. Army doctrine contributed to operational and ethical failures during the wars in Iraq (2003–2011) and Afghanistan (2001–2021). It focuses on the gap between doctrinal recognition of culture and language and the failure to institutionalize these elements as measurable, force-wide competencies. The thesis analyzes doctrinal publications spanning the period from 2001 to 2014 and finds that, while these publications increasingly acknowledged the importance of cultural awareness, language, and local context—particularly in counterinsurgency operations—these elements were not embedded as standardized requirements across training, planning, or evaluation. Iraq and …

Collective Labour Dispute Resolution In Vietnam: The Evolution Of Rules And Institutions And Workers’ Strategic Deployment Of State Regulation, Trang T.K. Tran

Comparative Labor Law & Policy Journal

While Vietnam has established a legal system for labour disputes that largely mirrors those in developed countries, empirical evidence reveals these formal mechanisms are rarely, if ever, used to resolve collective disputes. The persistent failures of the formal mechanisms have, paradoxically, created an environment where workers and trade unions have developed innovative, informal strategies to leverage the state’s legal framework. Workers in Vietnam mobilize around the very existence of labour laws to exert pressure on employers and state institutions to intervene on their behalf, even if not directly following each labour laws’ procedure. This strategic deployment of state regulation, often …

The Problem Of Digital Trade Regulation: Silences Regarding Labour And Their Potential Disruption By A Sustainability Agenda, Tonia Novitz

Comparative Labor Law & Policy Journal

The growing impact of digital trade on work in global supply chains is readily detectable but there are curious regulatory silences on labour-related issues. The key problem identified in digital trade law is national obstruction to the free flow of data needed to promote online ordering and delivery of goods and services. In comparison, the concerns of those whose work is constitutive of digital trade, such as platform workers, are largely overlooked. Arguably, provisions often found in trade agreements relating to digital privacy and the effects of algorithmic management could be utilised by those at work. However, there remain uncertainties …

Weaponizing Religion Against The Human Emotion Of Empathy: A Call To Fight Coercive Settlement Attempts On The Merits, Jeffrey Dodge

Faculty Scholarship

In March 2023, America First Legal filed a lawsuit against West Shore School District in Camp Hill, Pennsylvania. In the complaint, the plaintiffs argued that empathy related instruction from the district’s social emotional learning curriculum violated their parental and religious rights. Nearly every headline about the lawsuit included a quote from a plaintiff parent asserting that “Not every human is deserving of my child’s empathy.” At the time of filing, America First Legal and counsel, Wally Zimolong, argued that students in this school district were illegally being subjected to a radical and invasive curriculum.

School officials denied wrongdoing in receiving …

Desperately Seeking Non-Judgmental Supports: Young People’S Perceptions Of Adult Responses To Technology-Facilitated Harms, Alexa Dodge, Kaitlynn Mendes, Christopher Dietzel, Suzie Dunn

Articles, Book Chapters, & Popular Press

Young people around the world are increasingly impacted by technologyfacilitated harms, yet research shows that teens often do not seek help from adults in their lives to deal with these harms. This article draws data from 25 focus groups with 146 young Canadians (aged 13–18) as they explain why they are reluctant to seek adult help when experiencing technologyfacilitated harms. Young Canadians consistently said that adults speak to them in ways that are judgmental, emotionally reactive, and disempowering. To make them more likely to seek help from adults, young people want adults to avoid scare tactic approaches, listen to their …

Help-Seeking For Technology-Facilitated Sexual Violence: Insights From Canadian Young Adults Across Three Forms Of Harm, Jennifer L. Mcarthur, Anita M. Aucoin, Kayla J. Goruk, Julie Blais, Alexa Dodge, Suzie Dunn

Articles, Book Chapters, & Popular Press

Technology-facilitated sexual violence (TFSV) encompasses a range of harmful digital sexual behaviors, each with unique characteristics and potential impacts on victim-survivors, as well as varying responses from support systems. To address this growing issue, it is necessary to understand the help-seeking behaviors of those affected by the different types of TFSV and the unique barriers they encounter. This study draws on interview (n = 17) and survey (n = 468) data from adults in Canada to compare the help-seeking behaviors and barriers across image-based sexual abuse, image-based sexual harassment, and sexual-, gender-, and sexuality-based harassment. Qualitative findings suggested …

Bridging The Knowledge-Practice Gap In Breast Cancer Awareness: A Nationwide Online Cross-Sectional Kap Study Among Adult Females In Nigeria, Madinat Hassan, Taofeek Tope Adegboyega, Bilkisu Usman Farouk, Sunday Zeal Bala, Rachael Olufunmilayo Oduyemi, Kazeem Owolabi, Munir Sani, Miracle Uwa Livinus, Hannatu Usman Ayuba, Sadiq Hassan, Ifeyinwa Maureen Okeke, Abednego Shekari, Murtala Jibril

Chemistry & Biochemistry Faculty Publications

Background and Aims

Breast cancer (BCa) is a major cause of cancer morbidity and mortality among women in Nigeria, with late presentation contributing to poor outcomes. This study assessed knowledge, attitudes, and willingness to perform breast self-examination (BSE) among adult females in Nigeria and examined associated factors.

Methods

We conducted a descriptive cross-sectional online survey between February 16 and April 30, 2024. A structured, pretested questionnaire was disseminated through digital platforms, yielding 711 consenting adult female respondents from all six geopolitical zones. Knowledge, attitude, and willingness-to-perform-BSE measures were analyzed using descriptive statistics, linear regression, and binary logistic regression. Associations were …

An Exploration Of Knowledge-Sharing Behaviour Within A Community-Based Service Provider: A Reflexive Thematic Analysis, Paul Mcmanus

Doctoral

This qualitative research examines the knowledge-sharing (KS) behaviour of employees within a non-profit organisation (NPO) based in Dublin, Ireland. This NPO is a community-based service provider that supports people with disabilities and their families. It operates under the aegis of the Health Service Executive (HSE). The ability of employees to share knowledge is fundamental to the sustained care of society’s most vulnerable. Research on employees’ KS behaviour remains underrepresented within the non-profit sector. This gap in knowledge aligns with the NPO’s view that its KS environment requires improvement. In response to the literature review, a developed taxonomy conceptualises the organisation …

Languages Of Marginalization: Educational Inequality And Identity Formation Among Rohingya Refugees In Bangladesh, Md Khalid Rahman

Sustainability and Social Justice

This research paper investigates how language-of-instruction policies shape educational inequality and identity formation among Rohingya refugee children living in protracted displacement in Cox’ Bazar, Bangladesh. Analyzed from a human right–based framework, the study examines whether existing educational policies align with international legal standards on the right to education, including the UDHR, ICESCR, Child Convention and SDG 4. While these frameworks guarantee non-discriminatory and inclusive access to education, the reality in Cox’s Bazar reveals a persistent gap between normative commitments and policy implementation. Moreover, the study explores how the exclusion of both the host language (Bangla) and the native Rohingya language …