Digital Commons Network^™

Magang Atau Pekerja? Menggugat Status Abu-Abu Tenaga Paruh Waktu Mahasiswa Di Fakultas Hukum Ugm, Patricia Nerissa Krisna Putri, Markus Togar Wijaya

Jurnal Hukum & Pembangunan

This study highlights the controversy surrounding the change in nomenclature for student workers at Gadjah Mada University, particularly within the Faculty of Law. The status of these workers has shifted from 'part-time' to 'student intern'. This unilateral change has created a legal grey area that could lead to students being subjected to disguised employment practices. Using socio-legal research methods, this article examines the validity of the 'internship' status based on the elements of an employment relationship (work, orders and wages) within the labour law regime, analysing it using the theory of structural injustice. The research findings suggest that reclassifying part-time …

Internationalization Struggles And Student Mobility: Ethnic Exclusion And Racism In Philippine Higher Education, Yasmin Y. Ortiga

Research Collection School of Social Sciences

There is an extensive literature on student mobility that seeks to understand the nature of, rationales for and consequences of internationalisation in higher education. This scholarship primarily focusses on students studying in the ‘west’. This paper shows how ‘atypical’ student destinations also illuminate the contradictions of internationalisation, revealing the challenges faced by higher education settings beyond academic centres in the west. Drawing on the case of the Philippines, I discuss how private universities actively recruited international students to maximise profits from student tuition. Yet, these efforts led to a backlash among Filipino educators and students, prompting administrators to institute policies …

Clique Annealing: Semi-Supervised Community Detection Under Crystallization Kinetics, Ling Cheng, Jiashu Pu, Ruicheng Liang, Qian Shao, Hezhe Qiao, Feida Zhu

Research Collection School Of Computing and Information Systems

Semi-supervised community detection seeks to find a specified community type when only few communities are labeled. Existing "select-then-refine" pipelines often start from mis-aligned cores and rely on Reinforcement-Learning or Generative Adversarial Network, increasing computational cost and limiting scalability. We address these issues with a unified energy framework under crystallization kinetics that jointly models energy, structure, and growth. Based on this perspective, we propose CLique ANNealing (CLANN), which first employs Nucleus Proposer to select candidate clique as community core under four physics-inspired criteria. A learning-free Transitive Annealer then iteratively merges neighboring cliques and repositions the nucleus, enabling spontaneous, scalable community growth. …

Crimes Of The Powerful And The Looting Of Contemporary Nigeria: An Integrated Theoretical Perspective, Charles Ubah

African Journal of Criminology and Justice Studies

Crime of the powerful is a humongous social problem with the potential to ravage development and threaten the corporate existence of nation states. The case of contemporary Nigeria is the focal point of analysis in this paper. The objective of the paper, therefore, is to investigate the menace in Nigeria from an integrated theoretical perspective. The methodology was exploratory survey and review of literature which were content analyzed. The theoretical framework is a kind of Modified Multiple Reinforcing Social Forces Theory. Findings indicate that, beside its high prevalence rate, elite criminality in the various forms of corruption, property and environmental …

Do The Oscars Move Markets? Best Picture Recognition And Public Equity Responses, Avi Dayani

CMC Senior Theses

This thesis examines when culturally salient events become financially material by testing whether Academy Awards recognition is reflected in public equity markets. The central question is whether Best Picture nomination announcements and wins generate abnormal returns or abnormal trading activity for the publicly traded parent firms linked to nominated films, and whether those responses depend on the firm’s exposure to filmed entertainment. I study Best Picture nominees from 2000 through 2024, map each film to the public parent of its primary distributor, and construct a firm-by-Oscar-year sample of 119 observations. Using an event-study framework, I calculate abnormal returns as firm …

Understanding The Flow: Deconstructing The Link Between Immigrants And Fentanyl, Madeline F. Nesbitt

CMC Senior Theses

This thesis explains how a false link between undocumented immigration and fentanyl becomes widely accepted in the United States. Empirical data show that most fentanyl enters through legal ports of entry and that U.S. citizens account for the majority of those caught transporting it. Why, then, do 41% of Americans attribute overdose deaths to migrants trafficking fentanyl? This project examines how this myth is built, repeated, and sustained, and what policy consequences follow from it.

When complex social problems lack clear culprits, political actors often manufacture them through scapegoating. Current literature documents how political actors link immigrants to drug crimes, …

Hidden Fragility: Leveraged Loan Risk And Tail Exposure In The Clo 2.0 Era, Francis P. Gehring Iv

CMC Senior Theses

This thesis examines whether post-crisis changes in leveraged loan characteristics have increased the underlying credit risk embedded in collateralized loan obligation (CLO) portfolios and whether that risk is fully reflected in market pricing. Since the Global Financial Crisis, the leveraged loan market has expanded significantly alongside the growth of CLOs, while underwriting standards have weakened through higher borrower leverage, covenant-lite lending, and greater private equity sponsorship. Although post-crisis CLOs are often viewed as more resilient because of stronger structural protections, the quality of the underlying collateral remains central to overall risk. Using loan-level data from the Refinitiv DealScan database from …

Morals Without Movement: Veganism, Contentious Politics, And The Lifestyle Politics Constraint, Luke M. Carfaro

CMC Senior Theses

This thesis examines whether veganism constitutes a social movement through Social Movement Theory frameworks, emphasizing Sidney Tarrow's Power in Movement. Through analysis of veganism's empirical properties (collective challenge, common purpose, collective identity, and sustained interaction) and key procedural mechanisms (framing, mobilizing structures, and repertoires of contention), this thesis determines that veganism fails to meet the empirical criteria of a social movement and is more accurately classified as a lifestyle movement—a movement in which political participation is expressed through private consumption rather than sustained collective contention. Using the Make America Healthy Again movement as a counterexample, this thesis comparatively illustrates …

Bitcoin And The American Conflict Over Money And Property, Jacob Smagula

CMC Senior Theses

I argue that Bitcoin is the latest expression of the recurring American conflict over who controls the terms of money and property, and that the political coalition formed around Bitcoin shares the same characteristics as earlier coalitions formed around this struggle. I review three historical cases that each produced a coalition opposing the existing monetary order: the Bank War of the 1830s, the Free Silver movement of the 1890s, and the populist backlash against the Federal Reserve during the 1979 Farm Crisis and the 2008 Great Recession. I find that Bitcoin’s architecture, which allows for self-custody, permissionless access, and an …

The Effects Of Community Benefit Mandates On Capital Asset Investment: An Application To Non-Profit Hospitals In Illinois, Sophie C. Podeszwa

CMC Senior Theses

Non-governmental, non-profit hospitals receive significant property tax exemptions in exchange for providing community benefits. The consequences of requiring non-profit hospitals to spend a higher community benefits minimum in order to receive property tax exemption are poorly understood. This paper asks whether the 2012 Illinois community benefits minimum policy change, as written in statute 35 ILCS 200/15-86, reduced non-profit hospital investment in the capital assets of land, buildings, and equipment. Using a difference-in-difference design that exploits the 2012 Illinois policy change as a natural experiment, non-profit hospital investment in Illinois is compared to non-profit hospital investment in all other U.S. states …

A New Playbook: The Procedural Resilience Of Oregon’S Rooney Rule In The Wake Of Students For Fair Admissions V. Harvard, Jada I. Cook

CMC Senior Theses

This article evaluates the constitutionality of Oregon’s codified Rooney Rule considering the Supreme Court’s decision to end affirmative action in Students for Fair Admissions (SFFA) v. Harvard. Passed in 2009, the Oregon mandate requires public universities to include at least one minority applicant in the interview process for all head coaching vacancies. By analyzing the architectural origins of the Rooney Rule within the National Football League (NFL) and the systemic racial exclusion it sought to dismantle, this research explores whether interview-stage mandates, that are applied at the state level, can survive the rigorous application of the strict scrutiny standard. …

Salary Caps And The Valuation Of U.S. Professional Sports Teams, Chase J. Cioe

CMC Senior Theses

This thesis examines whether salary caps affect the valuation of professional sports franchises in the NBA, NFL, and MLB over the 2003–2024 period. Amid ongoing debate over whether salary caps create financial value or simply redistribute it, this study asks whether capped leagues command a valuation premium relative to uncapped leagues. Using a balanced panel of 92 teams and 2,024 observations, the analysis employs random effects, league fixed effects, system GMM, and three natural experiments to identify the cap premium. The primary dependent variable is the year-over-year log growth in franchise value, d.ln(FV) = ln(FVt/FVt-1), which is stationary by design …

Prediction Markets Vs. Sportsbooks: A Comparison Of Nfl Forecast Accuracy, Dylan Cotti

CMC Senior Theses

This paper compares the forecast accuracy of Kalshi, a prediction market, and DraftKings, a sportsbook, using data from 285 NFL games in the 2025-26 season. I collect win probabilities from both platforms at three time points in the week before each game and measure accuracy using the Brier score. I find that Kalshi produces slightly more accurate predictions than DraftKings, but the gap is small and marginally significant. More surprisingly, both platforms become less accurate as the game approaches rather than more accurate. Once I control for differences in how each platform distributes its quoted probabilities, the accuracy gap largely …

Rethinking Reentry In The United States: A Comparative Analysis Of Incarceration Strategies In Norway, Singapore, And Austria, Amelia Ulmer

CMC Senior Theses

The prison reentry system in the United States remains a pressing social, economic, and political issue, as hundreds of thousands of prisoners are released each year with few resources to assist them with their transition. In fact, these previously incarcerated people are arguably set up to fail, which leads to over half of them reoffending within two years. This thesis analyzes how the United States should reform its current prison system based on lessons learned from three international case studies. These three case studies, Norway, Singapore, and Austria were chosen as countries that have globally low recidivism rates and unique …

Procedural Rhetoric And Prosociality: How Game Mechanics Shape Altruistic Decision-Making, Elijah Emory-Muhammad

CMC Senior Theses

This study investigates how different prosocial video game designs influence subsequent altruistic behavior, specifically comparing interactive narratives with procedural rhetoric. While prior research demonstrates that prosocial games can prime helpful behaviors, less is known about the underlying mechanical structures driving these effects. Fifteen participants engaged with either an Interactive Narrative Game (ING) or a Procedural Rhetoric Game (PRG) before completing a resource allocation task (Dictator Game). Results revealed no statistically significant differences between the two conditions in promoting sacrificial altruism or satisfying basic psychological needs. Instead, participants across both groups demonstrated a strong adherence to an equality-seeking norm, consistently choosing …

Moving The Goalposts: Saudi Arabia, Football, And The Changing Rules Of Global Legitimacy, Sanskriti S. Kumar

CMC Senior Theses

Most commentary on Gulf state sports investment concludes that sportswashing fails: Saudi Arabia's favorability ratings remain low, its human rights situation has deteriorated, and Western public opinion shows no measurable improvement. This thesis argues that this conclusion applies the wrong standard. Asking whether Saudi Arabia has become more admired misses the more consequential question of whether it has become more accepted, and treating those two outcomes as equivalent produces misleading results. This thesis develops an original Normalization-Attraction Framework to evaluate whether the Saudi Public Investment Fund's October 2021 acquisition of Newcastle United Football Club has generated measurable political returns. The …

The History Of Mass Incarceration And Its Implications, Evan Sevaly

CMC Senior Theses

In this thesis, I develop a model to answer four questions about US incarceration: why did incarceration increase between 1973 to 2009, why have incarceration figures experienced an overall decrease since then, and what explains their oscillation, why has the penal system consistently incarcerated marginalized groups at disproportionate rates, and why is the US an incarceration outlier compared to other industrialized countries? I split the competing explanations to these questions into four schools of thought: the perspective that neoliberalism caused mass incarceration, the perspective that surpluses in finance capital, land, population, and state capacity caused mass incarceration, the perspective that …

Family, Stability, Mentors & Money: Student Definitions Of Success, Arturo Caldera

CMC Senior Theses

This research takes a deep dive into the factors shaping marginalized communities’ educational experiences, particularly for low-income Latino students from migrant backgrounds navigating public schooling spaces. Across sixteen qualitative interviews, participant narratives reveal how a systemic lack of resources at the institutional, interpersonal, and structural levels undermines the quality of support students receive and shapes their academic trajectories. Grounded in student-centered practices and informed by scholarship in multicultural education, Chicanx/Latinx studies, feminism, and psychology, this study contributes to ongoing efforts to move beyond deficit-based frameworks and instead recognize the cultural wealth, knowledge, and resilience students bring from their homes and …

The Original Joe Rogan: Evidence From Walter Winchell And American Political Outcomes, Quinten E. Carney

CMC Senior Theses

I study the impact of the first entertainment-news figures in American history. Walter Winchell seamlessly mixed celebrity gossip, political news, and personal attacks to create one of the most popular radio programs in the 1930s and 1940s. As a propagandist for Franklin Delano Roosevelt (FDR), he supported the New Deal, American involvement in World War II, and anti-fascism. Replicating early Irregular Terrain Model (ITM) work, I find that exposure to Winchell had no effect on voting outcomes or support for WWII through war-bond sales.  I explore potential channels of influence in a consolidated media ecosystem that existed during Winchell’s time.

La Importancia De Los Personajes Femeninos En Como Agua Para Chocolate Como Medio Para Entender El Papel De Las Mujeres Mexicanas En Dos Momentos Históricos, Jessica R. Sloan-Cooper

CMC Senior Theses

En la novela, Como agua para chocolate, escrito por Laura Esquivel, el personaje central, Tita, se encuentra a sí misma entre dos mundos completamente diferentes en su hogar; uno es restringido y estricto, y tiene que ver con su madre, Mamá Elena, y el otro es libre e ilimitado, relacionado con su hermana, Gertrudis. Cuando Tita no puede casarse con el hombre que ama, Pedro, se da cuenta que está atrapada en dos realidades en conflicto. ¿Cómo puede ser? Esta novela toma lugar en dos momentos históricos centrales: El Porfiriato y la Revolución mexicana. El Porfiriato es el prolongado régimen …

From Statute To Classroom: The Implementation Gap In California's Queer-Relevant Sex Education Policy, Alejandro Quiroz-Novela

CMC Senior Theses

This thesis examines why strong sex education laws do not reliably translate into consistent classroom experiences for LGBTQ+ students. Using a qualitative single-case study of California, it traces the evolution from SB 71 (2003) to the California Healthy Youth Act (CHYA) (2016) and analyzes how mandates move through a decentralized governance chain. Drawing on statutes, legislative records, state guidance, curriculum review tools, advocacy reports, media accounts, and public indicators, the study focuses on implementation mechanisms rather than estimating causal health effects. Three findings emerge: CHYA sets a clear legal floor but is difficult to verify at scale; district discretion and …

From Imbalance To Phenotype: Neurodevelopmental Alterations In Trisomy 21, Andrew Yuan

CMC Senior Theses

Down syndrome (DS), caused by Trisomy 21, is the most common genetic cause of intellectual disability. Individuals with DS consistently show reduced brain volume, decreased cortical thickness, and lasting impairments in learning, memory, and executive functioning. These neuroanatomical changes emerge during fetal development and are accompanied by chronic immune dysregulation due to the triplication of four interferon receptor genes on chromosome 21. Although decreased neuron progenitor proliferation has been known to contribute to these phenotypes, the precise timing and cellular mechanisms underlying disruptions in neurogenesis remain not fully understood. This study used immunohistochemistry to examine human fetal cortical tissue from …

Teaching A New Dog Old Tricks: How Buy Now Pay Later Responds To Consumer Financial Strength, Ryunosuke Nakase

CMC Senior Theses

This thesis aims to answer three questions. 1) How does BNPL usage in the US respond to macroeconomic conditions reflective of consumer strength? 2) Does BNPL debt migrate toward credit cards during months following high BNPL spend? 3) How does BNPL respond to macroeconomic conditions at the firm level? I constructed a 4 year monthly and quarterly time series dataset spanning from 2021 to 2025. I utilize time series OLS regressions to examine the short-term behavior of BNPL volume monthly at the aggregate level and quarterly at the firm level. At the aggregate level, BNPL volume in the US is …

Sinking City To Breakthrough City: A Political Analysis And Evaluation Of Indonesia's Capital City Relocation From Jakarta To Nusantara, Yuji Jones

CMC Senior Theses

This paper analyzes Indonesia’s national decision to move its capital city from Jakarta to Nusantara. Indonesia is facing a dire catastrophe in its most populous city. The land surrounding Jakarta is sinking, and without significant mitigation efforts, the streets will be submerged by 2045. This is a slow-motion disaster coming for Indonesia and Jakarta. This left the country with a crucial decision: to save the capital city. In response to this environmental crisis, Indonesia’s government has committed to making a nationwide and ambitious decision to move the capital to Nusantara, a smaller city bustling with tropical forests 1,000 kilometers away, …

Audit Pricing Under Asc 606: Evidence From Software-As-A-Service Technology Firms, Donald Weigle

CMC Senior Theses

ASC 606 is an accounting standard issued in May 2014 that fundamentally changed how firms identify performance obligations and recognize revenue. The standard requires a five-step framework that links recognition to the timing of customer contract satisfaction. Software-as-a-Service (SaaS) firms were uniquely affected by this standard due to subscription-based pricing models and multi-element contracts that make revenue recognition more complex. For this thesis, I estimate the impact of adopting ASC 606 on SaaS firm audit fees. I hypothesize that more complex revenue recognition results in more complex audit procedures and, hence, higher fees. I use a Differences-in-Differences (DiD) regression model …

Attention And Technical Analysis: State‑Dependent Predictability Of Cnn‑Based Stock Return Forecasts, Crystal Y. Ma

CMC Senior Theses

This thesis studies how investor attention around Federal Open Market Committee (FOMC) announcements affects cross-sectional return predictability measured by a convolutional neural network (CNN) trained on price charts. I replicate Jiang, Kelly, and Xiu’s (2023) image-based CNN using 20-day OHLCV “price images,” train it on U.S. equities from 1993–2000, freeze the model, and apply it out of sample to 2001–2024 CRSP data. The CNN assigns each stock a weekly probability of outperforming which is then sorted into deciles that form high–minus–low (H–L) long–short portfolios at horizons of 1 to 10 trading days. For matched non-FOMC (control) weeks, the equal-weighted CNN …

Policy Recommendations To Reduce False Confessions By Juveniles In Wrongful Conviction Cases, Rohit R. Iyer

CMC Senior Theses

This research focuses on false confessions by juveniles in the United States justice system. False confessions are statements made by suspects during investigations in which individuals provide statements to investigators admitting to a crime in which they had no part. In these cases, individuals often spend years, if not the entirety, of their lives behind bars for crimes they did not commit. False confessions are the result of a number of systemic factors that will be discussed in this paper. While relatively rare, they are one of the largest blemishes in the U.S. justice system. Juveniles – individuals below the …

Has Liberalism Failed? Analyzing The New Right’S Critique Of Liberalism Through Its Historical Arc, Frederick (Gus) G. Mahler

CMC Senior Theses

This paper examines the historical evolution of American political culture to evaluate whether liberalism is responsible for the social and political crises confronting the United States today. Although liberalism has been foundational to American governance and national identity since the country’s inception, a growing movement known broadly as the New Right now claims that it has failed and must be replaced. I seek to assess the legitimacy of this claim.

Using qualitative historical analysis, I trace how the form liberalism takes and the role it occupies in America’s political order has changed throughout the nation’s development. Liberalism was not always …

The Influence Of Injury Stimuli On Stress Levels In Female Rugby Players Post Injury., Hannah L. Maycock Miss

CMC Senior Theses

This article is a proposal of a study which explores the relationship between female rugby injuries and stress levels through measuring stress between different stimuli. I will recruit 195 participants from across the country to take part in the study. They will be assigned to one of three groups: no injury, ACL injury, and head injury based on their past injury experience. Their stress levels will be measured using the galvanic skin response measure, which will be used to compare the results of each group's stress throughout the study. The participants will all complete two measures of stress, one comparing …

Determinants Of The U.S. Experience Economy: A Macroeconomic, Demographic, And Technological Analysis, 1984–2023, Chloe Ross

CMC Senior Theses

Pine and Gilmore et al. 1999 examine American consumers’ preferences for experiences over durable goods. Since then, there has been a multitude of research on the psychology behind this shift in consumption preferences, and there has been an abundance of media coverage of the new “experience economy.” This thesis goes beyond psychology and examines the macroeconomic, demographic, and technological determinants of experiential spending in the United States from 1984 to 2023. I use annual data from the Bureau of Labor Statistics’ Consumer Expenditure Survey (CES) and variables from the Bureau of Economic Analysis (BEA), Federal Reserve Economic Data (FRED), US …