Social and Behavioral Sciences Commons^™

Essay Assignment On Current Political Development, Esther Verhalle

Open Educational Resources

This assignment asks students to reflect on how recent election results may influence policies related to the administration of justice. Students use ChatGPT as a brainstorming tool to generate possible policy impacts, then select one example and analyze it using course readings. By connecting AI-generated ideas to established scholarly arguments, students practice evidence-based reasoning and application of course concepts. The assignment also requires students to reflect on the strengths and limitations of using AI for idea generation, emphasizing independent analysis, proper citation, and critical engagement with AI-assisted work.

Digital Cultures, Dei, And Ai: Critical Analysis Assignment, Oluremi Alapo

Open Educational Resources

This assignment presents a scaffolded, equity-centered approach to teaching digital culture and artificial intelligence (AI) within an undergraduate Diversity and Multicultural Education course at the City University of New York. Designed as a Writing Intensive, COIL-informed learning experience, the assignment invites students to critically examine digital technologies and AI as social and cultural systems shaped by power, access, and inequality.

Constitutional Powers Midterm Exam, Jordan Reitzfeld

Open Educational Resources

Students apply constitutional principles and court decisions to contemporary questions about the powers of Congress, the president, and the judiciary. They defend positions on possible reforms and analyze property rights, copyright, and trademark issues.

Socio-Spatial Patterns Of Suicide Mortality In The United States, Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar

VMASC Publications

Suicides cause more than 49,000 deaths per year in the United States, including 55% associated with the use of a firearm. Across states and counties in the US, suicide mortality exhibits substantial geographical and sociodemographic heterogeneity. However, the role of large-scale social networks in shaping this variation remains underexplored. To assess how both the risk of suicide mortality and the effect of firearm restriction policies propagate through inter-county social ties, we integrate data on county-level suicide mortality (2010–2022) and the Facebook Social Connectedness Index (SCI), a continuous measure of the strength of social ties between counties used to derive weighted …

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 …

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 …

Assessing The Feasibility Of Small Modular Reactor Deployment On Islands In Southeast Asia And The Pacific, Hayden C. Beauchemin

CMC Senior Theses

This study looks at the feasibility of using Small Modular Reactors (SMRs) to provide island microgrids in Southeast Asia and the Pacific with clean, reliable electricity. SMRs are compared to current methods of electricity generation, namely diesel generators, as well as to renewable alternatives. Policymakers will face geopolitical, technical, economic, and domestic political challenges to SMR deployment. The key considerations of SMRs, including economic viability, safety approaches, public attitudes, and diplomatic relations are considered, and solutions are identified for issues such as financing and nuclear waste disposal. The analysis reinforces the conclusion that SMR deployment is feasible for islands in …

Too Much Of A Good Thing? Generic Entry, Drug Prices, And The Innovation Tradeoff, Kiara Jacob

CMC Senior Theses

This paper examines how the number of generic competitors affects generic drug prices and whether generic markets exhibit a competition threshold beyond which additional entry produces little further price reduction. Using monthly NADAC price data and FDA Orange Book manufacturer records, I construct a molecule-month panel of 17 molecules across four therapeutic classes from 2013 to 2023, restricted to generic price observations. Fixed-effects regressions show that generic competition is associated with substantial price declines: each additional generic manufacturer is associated with a 7.2 log-point reduction in average acquisition price. The main threshold specification shows that prices are approximately 49 percent …

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, …

Volatility Modeling With An Application To Risk Parity Portfolios, Kenneth Hou

CMC Senior Theses

This thesis studies volatility modeling in the context of risk parity portfolio construction. I compare three risk parity portfolios that differ only in their underlying volatility model: a historical covariance baseline, a Bayesian stochastic volatility model, and a GRU–GARCH hybrid neural network. Using daily returns on Kenneth French’s five industry portfolios from January 2016 through December 2025, I construct monthly rebalanced portfolios under each model, with the SV and GRU forecasts embedded in hybrid covariance matrices that combine forecasted volatilities with rolling historical correlations. The results document a divergence between forecast accuracy and portfolio performance: the SV model is the …

Diplomatic Gaps And Global Finance: How U.S. Ambassadorial Vacancies Affect Bilateral Portfolio Investment Positions, Tianning Qin

CMC Senior Theses

This paper examines how the absence of U.S. ambassadors impacts bilateral portfolio investment positions held by investors in the United States and counterpart countries. The panel dataset spans 2001 to 2019, covering 56 counterpart countries in terms of portfolio investment positions held by foreign investors in U.S. securities and 102 counterpart countries in terms of portfolio investment positions held by U.S. investors in foreign countries. Using the instrumental variable approach, the results show that a prolonged vacancy lasting at least three months in a year causes sizable and significant reductions in portfolio investments held by foreign investors in U.S. securities. …

Converging, But Not Together: Regional Growth After Eu Enlargement, Armine Kardashyan

CMC Senior Theses

This paper studies whether poorer regions in Central and Eastern Europe have caught up to richer ones since EU enlargement, and whether any observed catch-up reflects absolute convergence or convergence conditional on regional fundamentals. Using annual NUTS-3 data for eleven Central and Eastern European member states from 2000 to 2023, I estimate rolling ten-year convergence regressions within a steady-state framework in which regional GDP per capita depends on investment, human capital, and within-window exposure to EU membership.

The results show strong evidence of conditional convergence during the early and middle phases of enlargement. Regions that begin a window above their …

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 …

Rank Rebalancing In Commodity And Foreign Exchange Markets, Prateek D. Vyas

CMC Senior Theses

This thesis empirically tests the rank-rebalancing mechanism of Stochastic Portfolio Theory (SPT) across commodity futures, foreign exchange futures, and equity ETFs. The Reverse Price-Weighted strategy (RPW) assigns, to each asset, the market weight of the asset at the opposite price rank, and generates an annualized excess return of 2.90% over the price-weighted (MKT) commodity benchmark, during the period of November 1977 to October 2025 (HAC t = 2.058, p = 0.040). The differential Sharpe ratio (dSharpe) of 0.245 is confirmed by a stationary block bootstrap, with a 𝑝-value of 0.015, and factor regressions controlling for carry, momentum, and value yield …

Cultural Dissonance: Western Hierarchical Structures In Unesco’S Representative List Of The Intangible Cultural Heritage Of Humanity, Chumnan J. Sangsvang Iii

CMC Senior Theses

This paper explores how the heritage ideologies of the academic and legal traditions of the “West” have exerted influence over the modern conception of heritage in order to fulfill their own ideas of value. It uses a combination of anthropological theory, ethnographic research, and international law to analyze this phenomenon, first identifying the theory and history behind culture, heritage, and civilization in international law. The paper then goes on to analyze UNESCO’s ICH designation and the consequences of Western heritage construction from 4 case studies, each variably removed from the West: Cases from Greece, Uruguay, Malawi, and Tonga will identify …

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 Zoom Town Effect Of Remote Work On Rural Housing Markets, Luc R. Fabing

CMC Senior Theses

I study the impact of remote work on rural housing markets, highlighting the moderating role of outdoor recreation amenities. Using panel data from the American Community Survey and Zillow (2010–2024), I employ a Two-Way Fixed Effects model and a shift-share instrumental variable strategy to estimate the effect of work-from-home (WFH) rates on home prices. I find that higher WFH rates are strongly associated with higher home prices in high-recreation counties, but that the association is weak or negative in counties lacking significant recreation amenities. These findings point to amenity migration as a key mechanism through which remote work impacts rural …

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 …

From Collective Punishment To Collective Action, Samuel N. Johnson-Saeger

CMC Senior Theses

Regime change may be sought in two primary ways, absent a turn to internal or external violence: through nonviolent resistance, from within, and sanctions, from abroad. This paper is about how those two pathways are intertwined. I challenge two different strands of the existing literature. First, I show that Liou et al. (2022)'s finding that sanctions increase the predicted probability of nonviolent resistance movement progress is subject to substantial upward bias from country heterogeneity. Incorporating country fixed effects, I show that sanctions, on average, have no statistically significant effect on resistance outcomes. Second, I challenge Chenoweth and Stephan (2008)'s argument …

Wiener-Granger Causality To Model Banking Sector Contagion, Riya Bhasin

CMC Senior Theses

In this thesis, we explore the main drivers behind the 2008 Global Financial Crisis and how the interconnectivity of banking sectors contributed to the worldwide spread of its effects. To understand how this became a global phenomenon, we apply linear Wiener-Granger Causality as a form of network analysis, building on pre-existing methodology in order to study continent banking indices. We find connections across locales on the continent and country level, but ones that are weak. Our modelling was insufficient to completely capture existing and well-known relationships accurately. This occurs due to limitations of the data and of the linear models’ …

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 …

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 …

Trading Volume And Forecast Accuracy In Kalshi Prediction Markets, Nicholas Smole

CMC Senior Theses

This thesis examines the accuracy of Kalshi prediction markets and how different measures of trading volume shape their calibration and predictive power. Expanding upon previous models, use nonparametric calibration curves, pseudo-likelihood regressions, and Brier-score regressions on a large panel of Kalshi contracts to compare the effects of ex-post total volume and cumulative trading volume on market accuracy. Markets are typically well-calibrated near expiration; however, at longer horizons, low-volume markets exhibit substantially more miscalibration. Holding time to expiration fixed, greater cumulative volume is associated with higher accuracy. In comparison, higher ex-post total volume is associated with lower accuracy, highlighting the importance …

Demographics, Macroeconomy, Or Monetary Policy: What Drives Japan’S Short Run Economic Movements Since 1991?, James Ac Raymond Ii

CMC Senior Theses

This thesis examines how Japan’s post-1991 macroeconomy behaves by analyzing quarterly inflation, money growth, and equity returns, with a focus on whether demographic change, macroeconomic indicators, or monetary policy better explains short run movements. Using Newey West regressions, the results show that demographics exert almost no influence at short horizons, while major Bank of Japan policy regimes such as QQE, NIRP, and YCC strongly shape liquidity conditions and dominate both money growth and equity performance. The findings suggest that demographic change matters primarily as a long run force that creates a low-rate environment, while short run dynamics are driven almost …

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, …

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 …

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 …