Digital Commons Network^™

Reclaiming Agency: Ai Hallucinations And Translingual Interrogations In The City Tech Writing Center,, Joseph Franklin, Anna Laura Falvey

Publications and Research

No abstract provided.

Statistics 103a Instructor Guide, Elizabeth R. Wentworth

Open Educational Resources

This set of slides contains reading, original videos, activities and instructions for instructors to run a complete 12 week course in any modality. These resources can be used to supplement in-person instruction or can be used for either a hybrid or asynchronous course.

Hiw 301: Ottoman History, Firat Koklu

Open Educational Resources

Hybrid asynchronous survey of Ottoman history from the empire’s emergence through its collapse, examining major political, social, economic, and legal transformations across six centuries. Through primary sources, historical scholarship, and audiovisual materials, the course considers themes including imperial expansion and governance, religious communities, migration, economic change, reform, European imperialism, and the transition from empire in a broader global and comparative context.

Syllabus: Guttman Psyc101: Introduction To Psychology, Natalia Lara Gonzalez

Open Educational Resources

The present syllabus includes materials to be used for an introduction to psychology class. The topics range from basic cognitive, behavioral and developmental psychology to social sciences and nature vs. nurture debates. The syllabus also includes an abnormal psychology open access textbook where students can access details on mental health conditions which they present on at the end of the semester.

Eng 2100 - Writing 1 - Writing As Being, Jonathan Toro

Open Educational Resources

This is an Open Educational Resources (OER) syllabus for ENG 2100 - Writing 1 - Writing as Being. In this course, students will examine how their identities and communities shape their understanding of themselves and the world around them—how it affects the way they move and think in the spaces they occupy. Through the usage of personal narrative and critical writing, the students will study how language, culture, community, and socio-historical contexts influence their ways of knowing and being. Then, they will utilize these influences—the very systems that affect them in tremendous ways—to write themselves into being.  All course materials, …

Spn 316, Introduction To Hispanic Linguistics, Bernardita Chaigneau Castro

Open Educational Resources

The present syllabus includes the structure for an Introduction to Hispanic Linguistics class. The topics range from basic concepts in linguistics to the specific study of Spanish in the United States. The syllabus also includes different Open Access Resources in Spanish, as the class was thought to be taught mainly in Spanish.

Syllabus Itl 112: Basic Italian I, Chiara Caputi

Open Educational Resources

This is a syllabus for Basic Italian I (ITL 112) taught at the College of Staten Island during the Fall 2026 semester. This course teaches students about reading, writing, speaking and listening in Italian.

Topic Modeling The Cuny Graduate Center's Dissertations And Theses, Michael Mandiberg

Open Educational Resources

This 4 week module is designed for Data Analysis, Data Visualization, and Digital Humanities courses at the MA/MS or advanced 400-level undergraduate level. It introduces students to textual analysis with topic modeling and requires a solid foundation in Python. The module uses Gensim and a Colab notebook to introduce a standard text analysis workflow used in Digital Humanities, archival research, and exploratory data analysis.

Students build a topic model describing 19,000 CUNY Graduate Center dissertations and theses. They work with an unexplored dataset to load and explore the data, prepare the corpus, train and evaluate a topic model, and interpret, …

Marshall Shulman: Bridging The Gap Between The Academic And Policymaking Worlds And Building Transnational Communities, Cynthia A. Roberts

Publications and Research

This essay examines Marshall D. Shulman’s legacy as a scholar of Soviet foreign policy, a scholar-practitioner who moved between academic and policymaking worlds, and a builder of transnational expert communities. It highlights Shulman’s early challenge to essentialist interpretations of Soviet foreign policy, his conception of the U.S.-Soviet relationship as a “limited adversary relationship,” and his emphasis on managing nuclear competition while avoiding catastrophic war. The essay also traces Shulman’s role in arms control, Track II diplomacy, scientific and expert exchanges, and the development of Russian and Soviet studies at Columbia University. Drawing on the author’s experience as Shulman’s student and …

Introduction To The Jervis Forum Roundtable Of Review Essays On Mark Kramer, The Fate Of The Soviet Bloc’S Military Alliance: Reform, Adaptation, And Collapse Of The Warsaw Pact, 1985–1991, Cynthia A. Roberts

Publications and Research

This introduction frames a Jervis Forum roundtable of review essays on Mark Kramer’s study of the final years of the Warsaw Pact and situates the book within broader scholarship on the end of the Cold War. It examines Kramer’s archivally- grounded argument that the alliance’s collapse was not predetermined but followed from a consequential Soviet policy shift under Mikhail Gorbachev, particularly the decision to renounce military intervention to preserve communist regimes in Eastern Europe. This introduction considers changes in Soviet military doctrine, civil-military relations, arms-control priorities, and Moscow’s effort to transform rather than abolish the alliance. It also situates Kramer’s …

Infection Control Across Clinical And Laboratory Dental Settings Protocols, Risks, And The Role Of Emerging Technologies, Khrystyna Vyprynyuk, Laura Andreesku

Publications and Research

This article explores infection prevention strategies and disease transmission pathways in dental settings, emphasizing the critical connection between clinical practice and dental laboratories. It highlights the risks of cross-contamination, disinfection and sterilization challenges, and the growing role of technology in enhancing infection control.

Archives And Children's Knowledge, Elliott Kuecker, Ashley Rockenbach

Publications and Research

This article argues for the importance of collecting works created by children—not just about and not just for—in formal archival collections. Framed through the ideas of legitimate knowledge and epistemic injustice, this piece combines notions important to children’s rights activists and childhood studies scholars with the role archives can play in preserving children’s knowledge through child-created materials. The authors describe how researchers struggle to find work created by children within archives, impacting the ability to create child-centered research that centers children’s views of the world as prominently as adult views of the world. Some collections that do include child-created materials …

Building A Cell Specific System For In Vivo Rna Imaging Of The Endogenous Actin Gene In C. Elegans, Jasmine A. Huerta Canete

Theses and Dissertations

Messenger RNA (mRNA) plays a crucial role in protein synthesis and cellular processes, important for the development of cells such as neurons. When dysregulation occurs, it can lead to outcomes such as aberrant translation, causing neurodegenerative conditions to arise. Unfortunately, the localization of mRNA in an in vivo cell specific manner is still not understood. To address this, we decided to develop a cell-specific system to image RNA in vivo, within the organism known as C. elegans with a focus on the actin gene. The Actin gene encodes for an important cytoskeleton protein expressed ubiquitously, vital for the cell …

Analyzing An Ai Summary Of An Executive Order, Natalie D. Ebolum

Open Educational Resources

This assignment asks students to critically analyze the Executive Order on Incarceration in Private Prisons by producing an independent summary of its intent, purpose, and implementation, along with best-practice recommendations for improving its effectiveness. Students then use the Grammarly AI Summary Tool to generate an alternative summary and compare it with their own analysis. Through structured self-assessment and revision, students evaluate differences in interpretation, identify gaps or insights, and reflect on the strengths and limitations of AI-assisted analysis. The assignment emphasizes critical policy analysis, ethical use of AI tools, and student-centered judgment.

Spa 309 - Spanish Advanced Grammar, Beatriz Lado, Evelyn Duran-Urrea, Tania Avilés

Open Educational Resources

This syllabus is a work in progress developed by Tania Avilés, Evelyn Durán Urrea, and Beatriz Lado. We adapt the traditional grammar-focused course to introduce the study of the Spanish language through a critical sociolinguistic and language-education lens. This approach responds more directly to the needs of our students, many of whom speak language varieties that have historically been stigmatized or marginalized and are training to become Spanish-language teachers.

Students will examine the structure and grammar of Spanish across key domains, including phonetics, morphology, syntax, semantics, pragmatics, discourse, and variation. At the same time, the course situates this structural knowledge …

Accessibility Analysis Of Academic Library Epubs - Spreadsheets 1 To 3, Adina Mulliken

Publications and Research

These spreadsheets are associated with the article "Accessibility Analysis of Academic Library EPUBs" in Library Resources & Technical Services.

Graduate Student Retention: Examining Why Master’S Students Leave And What Motivates Their Return In A Large Public University System, Sonja Prophete

Theses and Dissertations

Graduate student persistence is a relatively unexplored area in the literature of higher education studies; specifically, at a multi-institutional scale at the master's level. This research study examines the factors which cause students to discontinue their master's degrees, and what conditions could possibly support them returning to their program at a large urban public university system. The current study was guided by Hoyt and Winn's (2004) distinction between non-returning students, and Bean & Metzner's (1985) theoretical model of student attrition. A sequential mixed-methods study was conducted to examine the institutional and environmental influences on students' decision-making processes.

The quantitative data …

Decentralized Linear Solvers: Communication Cost And Privacy, Nelson G. Brasil, Vinay A. Vaishampayan

Publications and Research

We consider the problem of multiple parties iteratively solving a system of linear equations in a decentralized manner. Specifically, we solve for $\negr{x} \in \R^n$, the $n \times n$ system of linear equations $M\negr{x} = \negr{b}$ when each party only knows their row of the matrix $M$ and a single component of $\negr{b} \in \R^n$. Our objective is to determine the tradeoff between the accuracy of the solution and the total communication cost measured in bits. A fully connected, reliable mesh network is assumed to connect the different parties. We develop a general formulation that applies to a large class …

The Open Knowledge Fellowship: An Opportunity For Transformative Learning At The Doctoral Level, Elvis Bakaitis, Jill Cirasella, Patrick Mcgee

Publications and Research

How can we integrate the principles, practicalities, and complexities of open educational resources (OER) and open access scholarly literature into graduate-level education? At the Graduate Center of the City University of New York (CUNY), the popular and successful Open Knowledge Fellowship offers a much-needed intervention in doctoral education by addressing these topics and associated debates. Between 2020 and 2025, the intensive six-week Fellowship program was offered 12 times and trained over 200 doctoral students from across the disciplines in the selection and use of openly licensed resources in the courses they teach. These 200+ students then taught their revamped courses …

An Empirical Framework For Evaluating Semantic Preservation Using Hugging Face, Nan Jia, Anita Raja, Raffi Khatchadourian

Publications and Research

As machine learning (ML) becomes an integral part of high-autonomy systems, it is critical to ensure the trustworthiness of learning-enabled software systems (LESS). Yet, the nondeterministic and run-time-defined semantics of ML complicate traditional software refactoring. We define semantic preservation in LESS as the property that optimizations of intelligent components do not alter the system's overall functional behavior. This paper introduces an empirical framework to evaluate semantic preservation in LESS by mining model evolution data from HuggingFace. We extract commit histories, $\textit{Model Cards}$, and performance metrics from a large number of models. To establish baselines, we conducted case studies in three …

All Games Have Equilibria, M. Ali Khan, Arthur Paul Pedersen, Maxwell B. Stinchcombe

Publications and Research

Research on Nash equilibrium existence for infinite games has grown into a patchwork of technical preconditions and counterexamples. This paper presents a unified program in equilibrium theory by revising the predominant model of mixed strategies based on countable additivity. A game is specified by a nonempty set of players and, for each player, a nonempty action set and a bounded von Neumann-Morgenstern utility function. Every such game is shown to admit a Nash equilibrium in finitely additive mixed strategies. In addition, the equilibrium correspondence for any such game is shown to be nonempty, compact-valued, and upper hemicontinuous, and the same …

Resilience For Whom? A Study In Pathways And Production Of Unequal Risk In The Rockaways, Aaryan M. Nair

Publications and Research

This paper investigates how climate adaptation policies in the Rockaway Peninsula of New York City produce unequal outcomes despite their ostensibly neutral design, framing resilience as an environmental and climate justice problem. Situated within a landscape marked by stark socioeconomic disparities, aging housing stock, and high exposure to coastal flooding, the study demonstrates that existing adaptation strategies—centered on uniform technical standards, insurance frameworks, and large-scale coastal infrastructure—systematically advantage actors with greater financial and institutional capacity while leaving low-income residents, particularly renters, disproportionately vulnerable.

The analysis identifies three core dynamics underlying this “unequal-by-design” resilience regime: (1) the stratified feasibility of compliance …

Gendered Resistance: Women’S Strategies Against Military Dictatorships, Argentina And Chile, Maricarmen Canales-Moreno

Publications and Research

This article compares the Madres de Plaza de Mayo in Argentina and the Agrupación de Familiares de Detenidos Desaparecidos (AFDD) in Chile to examine how women transformed their identities as mothers, wives, and daughters into strategies of political resistance under military dictatorship. It argues that maternal imagery, public mourning, and the transformation of private grief into collective defiance enabled women-led human rights organizations to challenge authoritarian regimes while strategically drawing on gender roles those regimes sought to enforce. The article traces the emergence of both organizations, their occupation of public space, hunger strikes, legal action, and engagement with international human …

Assigning Library E-Books As Textbooks: An Examination Of Collection Development Policies And User Education Practices At Minority-Serving Institutions, Michelle Ehrenpreis

Publications and Research

Assigning library e-books as course textbooks can help to alleviate the financial burden of college for many students. Accordingly, libraries include e-books in their collection development policies and strive to educate users on the availability of these texts via the use of library research guides. Previous studies discuss library collection strategies and intentions to use e-books as textbooks, but do not discuss continuous or permanent plans. This study examined library policies at Hispanic Service Institutions (HSI’s) and Historically Black Colleges and Universities (HBCU’s) to evaluate how these libraries approach and document their acquisitions of library e-books. Research guides at the …

Food Apartheid And The Retail Food Environment In The Bronx, Aissatou Barry

CUNY Mexican Studies Institute

This project examines the structural mechanisms that contribute to unequal food access, both historical and ongoing, in the South Bronx, and applies the food apartheid framework created by Bronx food activist Karen Washington. This paper applies the framework to two food retail initiatives in NYC: the New York State Regional Hub and the New York City FRESH food program to assess whether their policies address the structural mechanisms that contribute to food inequality. I ask: How does the unequal distribution of healthy food access in the Bronx reflect broader patterns of racial and economic exclusion? To what extent do current …

Barriers To Youth Employment And Economic Mobility In The Bronx, David Cortes

CUNY Mexican Studies Institute

This research aims to uncover systemic factors that limit career stability for young adults in the Bronx. In this paper, I focus on unequal access to educational resources, economic inequality, and the digital divide as connected barriers that shape the quality of education and training youth receive, the resources and networks they have access to, and the opportunities they can realistically maintain over time. Based on a review of public data, media reports and the current literature, I argue that job instability in the Bronx is a structural problem. At the same time, this project pushes back against the assumption …

Ai Image Generation Study Assignment, Pamela Jean Stemberg

Open Educational Resources

This assignment examines bias and stereotyping in AI image generation systems while teaching students the conventions of scientific genre writing through a formal lab report. Working in interdisciplinary groups, students generate image datasets using gender-neutral professional terms and analyze representations of gender, race, and age. Findings are compared with real-world labor demographics to assess discrepancies between AI outputs and existing data. Students practice core lab report conventions, including hypothesis formation, methods documentation, results presentation, and discussion, while integrating analysis and scholarly research. By combining empirical investigation with structured academic writing, the assignment strengthens students’ ability to communicate complex findings clearly …

From Clicks To Consequences: A Map Of Your Data, Pamela Jean Stemberg

Open Educational Resources

This assignment approaches digital platforms as texts to be read, analyzed, and revised using methods drawn from English studies, such as interpretation, argument, and revision. Students examine the language of user interfaces, compare on-screen promises with formal policy documents, and trace the relationships between design choices, language, and real-world outcomes. Through close reading, students practice core skills of literary and rhetorical analysis while engaging contemporary digital systems. In doing so, the assignment connects traditional writing practices to critical inquiry about power, authorship, and accountability in digital environments.

A Warm Embrace Amongst Isolated Tears, Gia Dreyer

Theses and Dissertations

a warm embrace amongst isolated tears behaves as an ekphrasis of Paula Rego’s triptych The Pillowman (2004). An anecdotal interpretation of Martin McDonagh’s titular play The Pillowman (2003), Rego addresses the story of the Pillowman through her father’s depression. This piece effloresces from the trace of the Pillowman into considering the remnants of suffering exhibited in both works by Rego and McDonagh.

The trumpet has been ontologically oriented to fanfare and pomp by peripheral structures of imperial order. The trumpet and the nation-state are intertwined through militaristic imposition. What does it mean to strip away the power of juridical dominance …

Will Technology Help Us Understand Animals?, Frances I. Sacks

Capstones

New technologies allow scientists to study animal communication like never before. Advanced surveillance devices ornament forests and oceans, recording animals over great stretches of distance and time. Artificial intelligence can absorb these enormous datasets, sorting tangled abstractions into coherent patterns. With a sufficiently robust library of analyzed data, some researchers believe that large language models will soon learn to translate whale communication systems.

https://docs.google.com/document/d/1ky6mPFjc-lNJFVK8CHebUa5zCSFUoMgkCB560pqxwfo/edit?tab=t.0