Digital Commons Network^™

Modernity And The Promise Of Democracy: A Democratic Reading Of Machiavelli And Hobbes, Gabriel Garber

Dissertations, Theses, and Capstone Projects

A review of the democratic scholarship on Niccolò Machiavelli and Thomas Hobbes reveals a tension between institutional and anti-institutional democratic interpretations. This reflects a knot in democracy itself. Miguel Vatter’s labels this knot ‘form and event’ in his democratic interpretation of Machiavelli. Machiavelli’s theory of form and event comes through an exploration of the tensions between structure, agency, rhetoric, and radical openness in the political realm. For Hobbes, the radically egalitarian state of nature produces one first and final event (the social contract) towards a world of strict form. The democratic interpreters have best noticed the tension between form and …

Unifying Comprehension And Competence Through Merge: A New Linking Hypothesis Connecting Electrophysiological Data To Linguistic Intuitions, Kevin Patrck Guzzo

Dissertations, Theses, and Capstone Projects

This dissertation integrates neuroscience and linguistics to investigate the cognitive mechanisms underlying syntactic processing. To do this, we focus on Early Syntactic Negativities (ESNs) which are rapid negative electrophysiological responses known to be elicited by phrase structure violations due to an unexpected lexical category. We examine ESNs elicited in two previously undocumented elliptical constructions, sluicing and swiping, employing event-related potentials (ERPs) and behavioral acceptability judgments. Our investigation builds upon Collins and Stabler’s (2016) formalization of minimalist syntax, proposing a novel Merge Hypothesis of ESNs. This hypothesis posits a direct link between ESNs and violations of the Merge operation, a fundamental …

Cueing Motions In A String Quartet, An Exploratory Study Of Motion Trajectories, Maren Rothfritz

Dissertations, Theses, and Capstone Projects

A string quartet performance involves an array of different body movements which serve many functions, including sound production, expression, and communication. This dissertation examines the ways string quartet players execute specific communicative body motions called cues, which are anticipatory gestures meant to communicate tempo and timing as well as the musical intentions such as dynamics, articulation, and character to the co-performers. Some scholarly research exists on cueing, but a formalized description of the cueing motions involved has not yet been developed. This dissertation serves as an exploratory study examining the motion trajectories of cueing motions employed by the Argus Quartet, …

Visualizing The Rise Of American Women's Soccer, Hoi Wah Tang

Dissertations, Theses, and Capstone Projects

The rise of American women’s soccer is a compelling narrative of determination, talent, and triumph on the global stage. From the inaugural FIFA Women’s World Cup in 1991 to the ongoing dominance of the U.S. Women’s National Team (USWNT), this journey encapsulates not only athletic excellence but also the broader struggles for equality, representation, and respect in sports.

This project aims to bring this story to life by presenting a rich tapestry of data visualizations, timelines, and multimedia elements that showcase key moments, players, and milestones. Through engaging graphics and interactive features, users will explore how the sport evolved, the …

Chatgpt Didn’T Write This: Evaluating The Impact Of Llms With A Case Study In Grading Cuny Language Immersion Program Student Essays, Benjamin Inbar

Dissertations, Theses, and Capstone Projects

This study evaluates the capabilities and limitations of large language models (LLMs), specifically OpenAI’s ChatGPT-4o, in grading essays from students in the City University of New York’s Language Immersion Program. The program serves English language learners with diverse linguistic and demographic backgrounds, offering intensive language instruction to prepare students for academic success in college. Using a dataset of 30 pre- and post-program essays scored by program instructors and ChatGPT-4o under three paradigms, this research explores the alignment between human and AI-generated scores across five rubric-based competency areas. Findings reveal that ChatGPT-4o aligns moderately with human grading, with the strongest agreement …

Constructing Women Who Do Not Reproduce In Global Neoliberalism: Critical Approach To The Abolition Of Legal Ban On Abortion And The Struggle In South Korea, Yumi Kwon

Dissertations, Theses, and Capstone Projects

This study historically examines the abolition of the legal ban on abortion and the struggle in South Korea, focusing on the construction of the status of “women who do not reproduce”, and accordingly aims to critically analyze how neoliberal reproductive crisis in South Korea has been reorganized into the new order through the constitutive role of the struggle.

The results of the analysis are as follows: First, by examining Fraser’s theory, I explain that when the “boundary” dividing the realms of production and reproduction is a place of contradiction and struggle, the phenomenon of women not reproducing is centrally located …

Evidence For Interactive Effects Of Inhibitory And Prospective Intolerance Of Uncertainty And Stimulus-Level Uncertainty On Threat Safety Discrimination Learning, Kyoko Yazaki

Dissertations, Theses, and Capstone Projects

Fear is a fundamental component of human learning, critical for survival, and extensively studied through Pavlovian conditioning paradigms (LeDoux & Pine, 2016). This thesis examines the interplay between stimulus-level uncertainty and individual differences in intolerance of uncertainty (IU) on threat-safety discrimination learning. Using a within-subject design, participants were conditioned to certain (100% reinforcement), uncertain (50% reinforcement), and safety (0% reinforcement) cues through the pairing of colored visual stimuli with aversive electrical shocks. Discrimination learning was assessed using both implicit (SCR) and explicit (self-reported US expectancy estimates and unpleasantness ratings) measures.

The present study (n = 102) replicated previous findings showing …

Beyond The Sum: A Network Analysis Of Adverse Childhood Experiences And Behavioral Outcomes In Justice-Involved Youth, Jennifer Yang

Dissertations, Theses, and Capstone Projects

This dissertation examines gender-specific patterns of adverse childhood experiences (ACEs) among justice-involved youth using network analysis. Despite experiencing higher rates of childhood adversity, female youth show lower recidivism rates than males, presenting an empirical paradox. Using a sample of 19,454 justice-involved youth (75% male), this study applies novel network methods to understand how ACEs and behavioral outcomes are organized across gender. Findings reveal distinct network architectures: female youth maintain more integrated but vulnerable networks, while males show more compartmentalized but stable structures. Female recidivists demonstrate systematic network destabilization when compared to non-recidivists, characterized by a 39% reduction in network density, …

Characterizing Malaria Infections In Caribbean Lizards: Parasite Niche Expansion & Host Response, Sarah J. Pangburn

Dissertations, Theses, and Capstone Projects

Malaria is historically one of the most severe parasitic human diseases and is still responsible for over half a million deaths annually. Plasmodium species, the causative agents of malaria, are often characterized by two hallmark features of their asexual stages: the invasion of vertebrate red blood cells and the presence of hemozoin pigment as a byproduct of host hemoglobin digestion. Despite their evolutionary relatedness to mammalian Plasmodium, wildlife malaria parasites are understudied, leaving their vast genetic diversity to be explored. Lizard-infective malaria parasites, for example, include over 100 species of Plasmodium and present a diverse array of phenotypes, some …

The Power Of Music To Empower Health And Wellbeing: In Support Of A Music Therapy Discipline At Lehman College, City University Of New York, Felicity A. Howlett

Dissertations, Theses, and Capstone Projects

This project seeks to encourage the development of a music therapy curriculum at the City University of New York (CUNY) and specifically at Lehman College. The following paper presents the case and highlights the contents of three data collections that support this goal: 1) The Zotero Digital Music Therapy Reference Collection is a custom-designed index of over 1600 items containing references to published material highlighting significant aspects of the profession. Zotero, a free, open-source reference management software for organizing research, houses the collection and functions as a living library; 2) Music Therapy Degree Programs in New England and the Mid-Atlantic …

Quantified Lives: Data, Bias, And The Cost Of Categorization, Colin F. Geraghty

Dissertations, Theses, and Capstone Projects

This project critically examines how statistical methods and data visualization have historically been used to categorize, rank, and control human populations. By exploring the works of key figures like Francis Galton, Karl Pearson, and R.A. Fisher, it traces the evolution of categorization frameworks from their eugenic roots to modern applications in artificial intelligence and global metrics like the World Happiness Report. Through interactive visualizations and historical analysis, the project invites users to question the legitimacy of these frameworks and reflect on their impact on society. At its core, this work emphasizes the need to move beyond rigid classification systems, challenging …

Decades Of Division: Analyzing Hate Crimes In The Usa (1991–2022), Sangeeth Sajan Baby

Dissertations, Theses, and Capstone Projects

This project comprehensively analyses hate crime data in the United States, leveraging advanced data analysis and visualization techniques to unmask patterns and insights. By utilizing datasets of criminal offenses reported by law enforcement agencies such as the FBI, this study explores the dynamics of hate crimes across racial, religious, gender, and sexual orientation groups. The analysis reveals key findings, including the disproportionate targeting of African Americans and LGBTQ+ individuals, the prevalence of hate crimes in specific locations like residences and educational institutions, and the consistent patterns of attack types and locations across different racial groups. Analysis of crime data over …

Quantifying Educational Impacts Under The Nypd's Stop-And-Frisk Era, Matthew T. Stanton

Dissertations, Theses, and Capstone Projects

This project examines the educational and economic impacts of the New York Police Department's "Stop, Question, and Frisk" (SQF) program, implemented predominantly under "Operation Impact" from 2003 to 2022. Using data from the NYPD and the American Community Survey, the study explores correlations between high rates of stop-and-frisk encounters and reduced educational attainment among targeted demographics, primarily Black and Hispanic young men. It contextualizes the socioeconomic consequences of SQF policies, including their effect on lifetime earnings and community trust. The project highlights the limitations of data correlation, advocates for further longitudinal and qualitative studies, and suggests frameworks for mitigating inequities …

Jamaica In The Olympics: The Rise Of Usain Bolt, Micaiah Davis

Dissertations, Theses, and Capstone Projects

The Summer Olympics is a global competition that encourages athletes worldwide to participate in various events. For many countries, especially smaller ones, it allows gaining national recognition for themselves and their country. This project offers insight into how an athlete's Olympic participation can impact their country and the event. Specifically, this project serves as intangible evidence that Jamaica has made an undeniable contribution to the sports world and its legacy by way of prominent athletes such as Usain Bolt. To that end, public Olympic data was analyzed and visualized in Tableau. The resulting visualizations are accessible through a website.

The Evolution Of The Electrical Market: A Texas Journey, David A. Sastre Perez

Dissertations, Theses, and Capstone Projects

The journey of electricity, transitioning from a scientific marvel to an indispensable service, has profoundly shaped our society. In the landscape of the United States, the power market of Texas stands out as a unique case study and offers us a peek into a future where renewables are not only possible but integral in the energy mix. Through a series of interactive data visualizations, this project aims to expose the rapid surge in renewables and their current state. This analysis will reveal some of the selective pressures that will determine the evolution of the electrical market in Texas and the …

3bb: Loss And Remembrance In The Anthropocene, Amanda J. Woolsey

Dissertations, Theses, and Capstone Projects

Undisputedly, we are living in a time of tremendous and unprecedented ecological loss. Various forms of life on earth are disappearing at a rate unheard of in human history, with a growing amount of evidence suggesting that we are in a period of mass biodiversity loss and extinction. This extinction event is marked by a series of environmental catastrophes that vary in acceleration, intensity, and impact, such as climate-change driven weather events wiping out an endemic island species, to habitat loss and fragmentation leading to the slow death of a once-common species. One such piece of supporting evidence is Rosenberg …

Correlations Between Song Popularity And Their Audio Features Using Machine Learning, Rong Chen

Dissertations, Theses, and Capstone Projects

This project is an interactive visual project that explores the relationship between audio features and song popularity on Spotify using machine learning techniques. Through the collection of nearly half a million songs and implementation of seven different machine learning models, including Linear Regression, Random Forest, Decision Trees, and Gradient Boosting, I investigated how audio characteristics correlate with a song's popularity ranking. The project utilized MongoDB for data storage, Spotipy for API integration, and Streamlit with Plotly for visualization. This work provides insights into the practical challenges of large-scale music analysis and the relationship between technical audio characteristics and commercial success, …

Caedmon Records & The Power Of Youth: How Audiobooks Revolutionized Children’S Literature, Faihaa Khan

Dissertations, Theses, and Capstone Projects

The first known spoken-word recording was introduced to the world by Thomas Edison through the invention of the phonograph. Originally intended for a visually impaired audience to read without exertion, the first known recording was a recitation of the English nursery rhyme “Mary Had a Little Lamb" by Edison himself. The inclusion of a children’s nursery rhyme since the genesis of such an invention has become significant in observing the rise and success of the audiobook industry and its direct impact in increasing literacy proficiency in children.

Interactions between children’s literature and the history of the audiobook have been many …

Freedom Pedagogy: Black Educators In The Urban North During The Nineteenth And Early Twentieth Centuries, Milagros Seraus-Roache

Dissertations, Theses, and Capstone Projects

Black educational history has been told through a predominantly Southern lens. This dissertation highlights the experiences of Black educators in the urban North during the nineteenth and early twentieth centuries. Northern Black educators confronted the challenges of freedom—including the constant need to protect it—using a set of approaches influenced by the various intersecting social movements and intellectual currents of their day. While these educators represented a small minority of African Americans, their contributions were profound, leaving legacies that provide a lens for understanding and improving issues facing urban Black youth and their communities today.

In the absence of a comprehensive …

The Role Of Confined Hydration And Water Reorganization In Molecular Binding, Joe Z. Wu

Dissertations, Theses, and Capstone Projects

An important factor in guiding the development of drug discovery efforts is the comprehensive assessment of a ligand or drug’s ability to bind its receptor. The metric used to measure this interaction strength is by calculating the binding free energy (BFE). To achieve this accurately, we combine two concepts: (1) Grid Inhomogeneous Solvation Theory (GIST) returns the local water thermodynamic and structural contributions to free energy; and the (2) Alchemical Transfer Method (ATM) obtains the absolute (ABFE) and relative binding free energy (RBFE) estimates between ligand pairs. In this work, we employ Alchemical Water-Transfer to tether bridging water(s) during the …

Mad At The System: The Mental Health Act Uk: Power And Control Of Racialized Women, Maithreyi Rajeshkumar

Dissertations, Theses, and Capstone Projects

Whilst experiences of madness are multiple, fluid and multi-dimensional across spiritual and collective dimensions globally, the categorization and regulation of ‘madness’ have direct foundations in European colonial-capitalist-patriarchal frameworks, policies and systems. This work focuses on the institutions and structures of power, turning UK legislation and those who are trying to reform or change it, into objects of study. A particular piece of United Kingdom legislation is the primary case study for this work – the Mental Health Act 1983 which covers the rights, assessment and treatment of people diagnosed with a ‘mental disorder’. Women, who are detained under this Act …

Multi-Document Graph Visualizer: Bridging Computational Text Analysis And Interactive Visualization For Large-Scale Text Corpora, Atilio Barreda Ii

Dissertations, Theses, and Capstone Projects

This thesis introduces the Multi-Document Graph Visualizer (MDGV), a tool designed to analyze and visualize relationships within large-scale text corpora, addressing a critical gap in computational text analysis. By synthesizing state-of-the-art natural language processing (NLP) techniques with advanced interactive data visualization, MDGV empowers researchers across disciplines—including the sciences, social sciences, and humanities—to uncover latent connections, relationships, and patterns in vast and complex document collections. Importantly, MDGV requires limited technical expertise from its users, making it accessible to a broader audience of researchers and practitioners. This approach draws on Haraway's concept of situated knowledges, which emphasizes interpretability and engagement in …

Sex-Specific And Regional Analysis Of Heart Disease Prediction Using Machine Learning Algorithms: Insights From The Uc Irvine Public Heart Disease Datasets (Cleveland And Long Beach), Jonathan Asanjarani

Dissertations, Theses, and Capstone Projects

For this capstone project, I investigated how well machine learning models can predict heart disease, while also studying how the patient’s gender affects these predictions, as well as determining how well the same model performs across different regions. This project utilizes two clinical datasets from the publicly accessible UCI Machine Learning Repository under the collection "Heart Disease." This repository is composed of data from patients across four distinct locations, capturing varying levels of heart disease severity. These datasets are part of a collection of databases, open to the public, and can be used by anyone looking to conduct empirical analysis. …

The Alphaproteobacterial General Stress Response: Investigating Protein Structure, Dynamics, And Regulatory Mechanisms, Danielle Swingle

Dissertations, Theses, and Capstone Projects

Bacteria are relatively simple organisms that face a wide variety of environmental challenges. Their survival is determined by their ability to sense and respond to changes in their surroundings. Alphaproteobacteria commonly accomplish this using the general stress response (GSR). During the first step in this system, a signal is detected by a sensor histidine kinase (HK), modulating autophosphorylation within its kinase domain. HKs involved in the GSR generally belong to the HWE/HisKA2 family, a lesser studied group of HKs with noncanonical features. The signal is propagated when the HK phosphorylates the next protein in the pathway, PhyR. Once activated, PhyR …

Destabilizing The Nuyorican: Rivera’S Women And Nuyorican Cinema, Judith R. Escalona

Dissertations, Theses, and Capstone Projects

Rivera’s Women, the Capstone, is a TV segment I produced for the CUNY-TV show Latinas that first aired June 27, 2023 (Pride). It grew out of an hour-long interview I conducted with playwright and screenwriter José Rivera as part of my research on Nuyorican Cinema, the films of the Puerto Rican Diaspora.

An unknown part of U.S. independent cinema, these diasporic films destabilize the way independent films continue to be categorized through gender, race, ethnicity, and language. Using the Capstone as a guide, I examine two of Rivera’s recent screen works that situate him within Nuyorican Cinema because of his …

The Role Of Acculturative Stress, Discrimination In Healthcare Settings, And Migration-Related Trauma On Hiv Prevention And Mental Health Among Immigrant Hispanic Sexual Minority Men: An Integrated Model Of Acculturation And Minority Stress, Jonathan Lopez Matos

Dissertations, Theses, and Capstone Projects

This dissertation expands Minority Stress Theory (MST) by integrating the Fourfold Acculturation Model (FAM) to examine the impact of psycho-sociocultural stressors on health outcomes among immigrant Hispanic sexual minority men (HSMM) in the U.S. The study explored how language proficiency, acculturative stress, discrimination in healthcare, migration-related trauma, and stress-related growth influence HIV prevention behaviors and mental health. Survey data from 194 Spanish-speaking immigrant HSMM revealed that monolingual Spanish speakers experienced significantly higher acculturative stress than bilinguals. Acculturative stress significantly mediated the association between stressors and health outcomes, such as HIV testing and mental health symptoms. Discrimination and trauma were directly …

My Wings Are Not Broken: Black Males, Carcerality, And Education, Crystal M. Welch-Scott

Dissertations, Theses, and Capstone Projects

Historically, educational spaces have been sites of racialized inequality for Black youth, creating disparate educational outcomes. The disproportionate divide between young Black and White men continues throughout the life of their academic journey, and this research seeks to examine its impact on dropping out of school. The experience of Black young men being “othered” – compared to their White counterparts – coupled with the myriad ways Black youth must navigate normalcy creates additional challenges they must carry. This dissertation employs critical race theory and ecological systems theory as theoretical frameworks. It utilizes hierarchical regression modeling of the High School Longitudinal …

The Double Victimization Of Black Women At The Crossroads Of Oppression, Carmerina Carrero

Dissertations, Theses, and Capstone Projects

The purpose of this research study is to amplify the voices of Black women and shed light on the invisibility of Black women’s struggle with police violence and the criminal justice system. The study seeks to expose the different forms of systemic oppressive mechanisms that target Black women, such as mass incarceration and police violence. Through the lenses of intersectionality and critical race theory, the study will explore how racism and sexism contribute to the victimization of Black women via our criminal justice systems and law enforcement. Highlighting the unique experiences of Black women navigating through the criminal justice system, …

Category Learning Reorganizes Internal Representations Of Visual Artworks, Aishwarya Gurung

Dissertations, Theses, and Capstone Projects

How are categories of art internally represented, and how can we capture those representations systematically? Investigating category learning in the context of complex, multidimensional stimuli like visual artworks presents unique challenges due to their inherent variability and perceptual complexity. Artworks engage multiple cognitive processes and are shaped by both sensory-driven mechanisms and top-down influences like prior knowledge, making them uniquely suited for studying how structured categorical knowledge interacts with perceptual and aesthetic judgments. The present study addresses these questions by utilizing machine-learning tools to construct and implement a two-dimensional similarity space of 400 existing artworks painted by two artists from …

The Role Of Secondary And Tertiary Structure In The Cap-Independent Translation Of Fgf-9 And Hif-1-Alpha, Amanda Michelle Whittaker

Dissertations, Theses, and Capstone Projects

Under normoxic conditions, eukaryotes initiate translation of RNA through eIF4E recognition of the 5’ cap. However, under cellular stress, eukaryotic translation must be initiated through a 4E-independent, or “cap-independent” mechanism, involving eukaryotic initiation factor 4G (eIF4G) binding directly to the 5’ untranslated regions (5’ UTR) of the RNA. eIF4G binding then recruits the ribosome to the transcript. While this mechanism is useful for translation of apoptotic transcripts and transcripts involved in cell survival, cap-independent translation is also utilized by oncogenic RNA for tumorigenesis. Previous work by our lab and others has categorized this recruitment and initiation mechanism as either internal-ribosome-entry-site …