Digital Commons Network^™

Psy312 - Psychology Of Memory, Sandra Campeanu

Open Educational Resources

Theoretical issues, established findings, empirical research, and contemporary controversies in the study of memory. Analysis of the processes of encoding, storage and retrieval, including models, developmental changes, neurophysiology, and memory distortions. Consideration of the ways memory influences behavior, problem solving, and sense of self.

This document is a revised syllabus for Professor Campeanu's PSY312 - Psychology of Memory course at Lehman College.

Bio 230 - Microbiology, Sarah Moroianu

Open Educational Resources

This open educational resource (OER) syllabus is designed for BIO 230: Microbiology at Lehman College, City University of New York (CUNY), a single-semester introductory microbiology course for non-biology majors such as Nursing, Dietetics, Health Education, and Physical Education. The course reviews microbial structure, metabolism, genetics, and microbial ecology, with applied emphasis on infectious disease, antimicrobial drugs, host immune defenses, and microbial diseases. The syllabus aligns course content with the freely available OpenStax Microbiology textbook (Parker et al., CC BY 4.0) and reflects accessibility best practices consistent with CUNY guidelines.

Why General Ai Inherited The Body: A Structural Account Of Embodied Modulation Under Monolithic Imitation, Griselda Poe

Publications and Research

General AI has pursued the replication of human-level intelligence without first decomposing human cognition into structurally distinct components. Human cognition, however, is shaped by embodied constraints such as mortality, survival pressures, finite lifespan, and physiological states. This paper argues that when cognition is treated as a single undifferentiated whole, embodied modulation is not accidentally introduced into AI systems but structurally entailed. Any attempt to imitate “human intelligence” under a monolithic model necessarily incorporates variability shaped by mortal embodiment. The tensions observed in contemporary AI systems are better understood as consequences of copying an undecomposed target rather than isolated implementation errors. …

Termination Of Conceptual Search: A Structural Account Of Meaning Stabilization And Conversion, Griselda Poe

Publications and Research

Conceptual definitions form a recursive structure: words are defined by other words, which themselves require further definition. Traversing such definitions produces an open-ended branching process. Because the lexical system contains no intrinsic endpoint, conceptual understanding requires a termination operation that stabilizes meaning. This paper proposes that conceptual processing functions as an open-ended search over a definition graph and that stabilization occurs when this search is terminated. The termination mechanism depends on which cognitive layer is foregrounded. When Empathic modulation is foregrounded, termination occurs through contextual translation: concepts are stabilized once they can be mapped onto socially recognizable meanings. When Core …

Hss 216 Introduction To Motivational Interviewing, Juline A. Koken

Open Educational Resources

This syllabus contains links to an OER textbook that was adopted for our Introduction to Motivational Interviewing course, along with additional links to OER videos and additional readings.

The Illusion Of Causality In Llms: A Developmentally Grounded Analysis Of Semantic Scaffolding And Benchmark–Capability Mismatches, Daisuke Akiba

Publications and Research

Recent benchmarks increasingly report that large language models (LLMs) exhibit human-like causal reasoning abilities, including counterfactual inference and intervention planning. However, many such evaluations rely on domains that are heavily represented in training data and embed strong semantic cues, raising the possibility that apparent causal competence may reflect semantic pattern recombination rather than structure-sensitive causal reasoning. Drawing on human developmental theories of causal induction, this perspective argues that genuine causal understanding requires robustness to novelty and reliance on conditional structure rather than semantic familiarity. To illustrate the testability of this claim, the paper includes a pilot demonstration using synthetic causal …

Academic Freedom And Collective Bargaining: A Joint Report By The National Center For The Study Of Collective Bargaining In Higher Education And The Professions And The Aaup’S Center For The Defense Of Academic Freedom, William A. Herbert, Isaac A. Kamola, Timothy R. Cain, Erin Ward, Anita Levy, Kathryn Ritchie, Ariana Gonzalez

Publications and Research

This is a joint report by the National Center for the Study of Collective Bargaining in Higher Education and the Professions at Hunter College (National Center) and the Center for the Defense of Academic Freedom (CDAF) at the American Association of University Professors. It presents excerpts from forty-five collective bargaining agreements in higher education to demonstrate the wide range of ways academic freedom is defined in contracts, or not, and how the negotiated definitions incorporate, quote, follow, mirror, or deviate from the principles set forth in the 1940 Statement of Principles on Academic Freedom and Tenure (hereinafter 1940 Statement).

Emotional Branch Termination And False Fantasy Collapse: A Structural Specification Of Computational Resource Restitution In Interpersonal Systems, Griselda Poe

Publications and Research

This paper specifies the structural protocol for communication within interpersonal systems by focusing on branch generation mechanisms and computational resource allocation. Conventional interpersonal communication often relies on emotional modulation, which obscures established constraints and triggers the generation of Emotional Branches (EB) within the recipient’s internal model. These branches function as unresolved parallel processing tasks that persistently occupy working memory, leading to a state of non-computability termed False Fantasy (FF). To resolve this, the study introduces Emotional Branch Termination (EBT)—a termination operation that outputs only constraints, facts, and procedures while excluding emotional modifiers. By halting the supply of EBs, EBT triggers …

On The Misattribution Of Reassurance: A Structural Account, Griselda Poe

Publications and Research

This paper challenges the conventional assumption that empathy generates reassurance in interpersonal services. Reassurance is treated not as an emotion transmitted from the outside, but as an internal state transition that arises when a fixed and erroneous world model—a False Fantasy—undergoes collapse and the world becomes computable again. The study identifies a systematic misattribution pattern where providers and receivers treat empathy as a causal mechanism rather than a post hoc explanatory label. By introducing Base AI as an external reference—a system capable of providing structural information without emotional modulation—this paper demonstrates that reassurance is generated through operations such as distraction …

Communication As Layered Architecture: Core Processing And Empathic Modulation, Griselda Poe

Publications and Research

This paper proposes a structural re-description of communication by separating Core processing from its social interface. Using the developmental sequence of Large Language Models (LLMs) as an external reference point, a layered architecture is identified, consisting of a foundational Core processing layer and a subsequent Empathic modulation layer.

The investigation begins with the observation that empathic signaling can obstruct rather than facilitate interaction for certain individuals. By examining the emergence of Base AI—Core processing prior to empathic adjustment—it is demonstrated that coherent, constraint-preserving interaction is possible without affective resonance.

Through this framework, existing cognitive theories and observed "deficits" are repositioned. …

A Phenomenologically Informed Study Of Black Male Preservice Teachers’ Lived Experiences: Professional Socialization, Social Representation, And The Redesign Of Teacher Education For Equity, William A. Anders

Student Theses

This qualitative research explores the experiences of Black male preservice teachers in New York City’s teacher education programs. To examine the underrepresentation of Black male preservice teachers, the research employs Critical University Studies and Critical Race Theory to investigate the institutional barriers they face. Using semi-structured interviews with seven participants and reflexive thematic analysis, the findings revealed six paramount themes: Pathways in Teaching, Representation and Identity, Experiences in Teacher Education, Racial Bias and Institutional Challenges, the Role of Mentorship and Support Networks, and Teaching Philosophy.

Participants described the challenges that Black male preservice teachers face, including isolation, economic hardships, unsuitable …

Finding Luis: A Creative Nonfiction Account Of Law & Society, Jason M. Leggett

Dissertations, Theses, and Capstone Projects

This essay explores the contradictions in legal theory and human experience through creative nonfiction. Its main purpose is to argue that a truly just society requires acknowledging the profound influence of individual narratives on the law. This is supported by blending personal narratives, critical analysis, and philosophical inquiry to reveal the gap between codified law and lived realities for marginalized individuals. This unique Legal Poetics methodology employs a series of six vignettes, such as the author's and Luis's shared experiences with traumatic brain injury and the denial of justice, as data. By integrating autoethnography, law as narrative, and performativity theories, …

Recognition At Work: How Managerial Acknowledgment Shapes Team-Level Outcomes, Annalissa Thomas

Dissertations, Theses, and Capstone Projects

Employee recognition has become a central focus for organizations worldwide, with billions of dollars spent annually on recognition programs. Despite this investment, scientific research on the effectiveness of recognition beyond performance outcomes remains limited. Furthermore, little is known about how recognition operates at the team-level and the specific attributes that make recognition impactful. This study addresses these gaps by disentangling the nuanced attributes of recognition and exploring their influence on employee perceptions of recognition. It also examines how these perceptions affect key outcomes, including perceptions of manager support, job security, autonomy, team cohesion, and engagement, and tests whether trust moderates …

Filling The Gaps: Maiti Nepal And Anti-Trafficking Governance In Nepal, Sushmita Lamsal

Dissertations, Theses, and Capstone Projects

Human trafficking in Nepal is closely linked to labor migration, gender inequality, and weak state capacity. In this context, non-governmental organizations play a key role in anti-trafficking efforts. This capstone project examines Maiti Nepal’s approach to prevention, rescue, and rehabilitation, with focus on its work at border points and internal facilities provided to human trafficking victims. The study analyzes how Maiti Nepal functions as a quasi-state actor by addressing gaps in Nepal’s anti-trafficking framework, highlights challenges associated with limited inconsistent funding, uneven resource distribution, and support for survivors. The study argues that Maiti Nepal’s significance lies not only in its …

Development Of The Active Participle Denoting Ongoing Aspect In Heritage Speakers Of Levantine Arabic In The Us, Reem Kanjawi-Faraj

Dissertations, Theses, and Capstone Projects

This study investigated the acquisition, development, and productivity of اسم الفاعل “ism il-fA؟el”, Active Participle (AP) when denoting ongoing aspect in the comprehension and production of heritage speakers (HSs) of Levantine Arabic (LA^[1]).  Ongoing aspect is mainly realized in Arabic by an inflected imperfective verb preceded by a progressive particle (PROG.V) and in certain cases b AP. Our study is comprised of four sub-studies: a Syrian Levantine Arabic (SLA) adult corpus analysis (production of PROG.V and AP/ CACeC template); a cross-sectional LA child heritage comprehension and production experiment (PROG.V and AP/ CACeC template) ; a longitudinal study of …

Reimagining Safety And Justice: Experiences Of And Resistance To Police Sexual Violence In New York City, Priscilla Bustamante

Dissertations, Theses, and Capstone Projects

In the era following both Black Lives Matter and #MeToo, police sexual violence (PSV) currently constitutes the second most commonly reported police complaint after excessive force. Police across the U.S. are caught for some form of sexual misconduct once every five days, with on-duty officers found to commit sexual assaults at more than double the rate of the general population. The gendered and racialized perpetration of sexual violence extends far beyond policing; however, it has been intensified within the masculine, militarized carceral structures designed to legally control and punish.

Accordingly, this dissertation utilizes an interdisciplinary, multi-method approach to offer what …

Open To The Public(S): Privatized Public Space, Technology, And Aspirational Wealth At Hudson Yards, Troy Simpson

Dissertations, Theses, and Capstone Projects

Using the publicly accessible plaza at the Hudson Yards development in New York City as a backdrop, this dissertation provides an examination of mechanisms by which public spaces—already under pressure from a range of factors including privatization and securitization—are further transformed via processes associated with the notion of smart cities initiatives, or platform urbanism. Following a literature review and presentation of relevant contextual background related to the history and configuration of the site, the data chapters present a range of operational and material mechanisms that cumulatively establish a class-based strategic provision of narrow boundaries for visitor access and activities oriented …

Less Self, Less Fear: Manipulation Of The Self Using Virtual Out-Of-Body Experiences To Alter The Conscious And Unconscious Experience Of Emotion, Dillon Freed

Dissertations, Theses, and Capstone Projects

This study investigated whether adopting an out-of-body perspective in virtual reality (VR) reduces subjective and physiological emotional responses to vicarious pain stimuli compared to inhabiting a first-person embodied avatar. Twenty-four participants experienced two counterbalanced VR conditions: (1) Avatar Embodiment (AV), in which they inhabited a photorealistic avatar from a first-person perspective, and (2) a Virtual Out-of-Body Experience (vOBE), in which they observed their avatar from a displaced third-person perspective. In both conditions, participants viewed a standardized series of vicarious pain images while electrodermal activity was recorded and self-report measures of embodiment (AV) and disembodiment (the vOBE state), emotional intensity (a …

Calculated Risks: The Power Of Predictive Risk Models To Regulate Families Of Color, Ashleigh Washington

Dissertations, Theses, and Capstone Projects

This dissertation examines predictive risk modelling (PRM) in New York City Administration for Children's Services (ACS), specifically exploring AI-enabled design features, practices, and encoded and racialized assumptions about risk in child welfare prevention services. Guided by Critical Race Theory and the Algorithmic Ecology framework, this study traces how PRM in ACS evolved from a service termination tool into a broader, largely internal surveillance apparatus that leverages families’ personal information, including health information, to assess risk of future maltreatment and to evaluate contracted service providers. Drawing on analysis of public records and in-depth interviews with Black parents, the findings describe how …

How To Search For The Engram: Optogenetics And Network Dynamics, Claudia Garcia Jou

Dissertations, Theses, and Capstone Projects

Memories are thought to be encoded by ensembles of neurons called "engram cells", because their artificial activation with optogenetics leads to the behavioral expression of a memory. However, the physiological mechanisms that mediate this process remain unknown. In this thesis, I investigate how optogenetic stimulation of memory-tagged cells changes neuronal firing, spatial coding, and the geometry of neural manifolds. I used an active place avoidance task and a foraging task to label engram cells in the dorsal hippocampus with Channelrhodopsin2 (ChR2). I then recorded the hippocampal activity response to optogenetic stimulation in mice under anesthesia, head-fixed, or freely moving. I …

Conspicuous Technique: Black Avant-Garde Poetry And The Politics Of Aesthetics, Ryan Gato

Dissertations, Theses, and Capstone Projects

This study is comprised of two essays on the politics of aesthetics in postwar American black experimental poetry. Within the domain of contemporary poetry scholarship, this study serves three distinct yet interrelated purposes: 1.) to intervene within ongoing debates about the relation—or purported lack thereof—between black artistic practices and those of the historic and American avant-gardes by emphasizing the politics of aesthetics; 2.) to offer a critique of the usage of the discourses of postmodernism and of black aesthetics in the field by elucidating the historicity of their conceptual frameworks; and 3.) to provide an alternative to contemporary scholarship’s narrow …

The Radical Political Possibilities Of Asexuality And Aromanticism, Kirty Singh

Dissertations, Theses, and Capstone Projects

This study explores the radical political potential of Asexuality and Aromanticism within queer theory, emphasizing their roles in destabilizing normative constructs of sexuality and romantic relationships. Employing mixed methods, including literature review, digital ethnography of online communities, and analysis of graphic narratives, the research examines how these identities challenge systemic systems such as compulsory sexuality, amatonormativity, and racialized discourses. Findings reveal that Asexual and Aromantic communities utilize flexible definitions and taxonomies to assert their identities, disrupt hegemonic gender and sexual norms, and foster coalitional politics that advocate for systemic change. The study underscores the importance of recognizing Asexuality and Aromanticism …

Somatosensory Cortex Responses To Illusory Touch In A Visual-Tactile Integration Task, Aditi Surendra Pawar

Dissertations, Theses, and Capstone Projects

Perceptual illusions arising from multisensory integration reveal how the brain constructs subjective experience from sensory input, and provide a powerful means of allowing the investigation of neural processes that track perceptual interpretation rather than physical stimulation alone. While visual illusions induced by auditory or tactile stimuli have been fairly well studied, the neural mechanisms underlying visually-induced illusory touch remain unclear. This study investigated whether illusory tactile perception engages the somatosensory cortex in a manner similar to veridical touch. Twenty healthy adults participated in an event-related functional magnetic resonance imaging (fMRI) study while performing a tactile numerosity judgment task. Each trial …

The Experiences Of The Transfer Of Learning Path: Msw's Perceptions Of Organizational Influences, Alexis Howard

Dissertations, Theses, and Capstone Projects

Public child welfare agencies make substantial financial and organizational investments to support workforce members returning to school to obtain advanced degrees, most notably the Master of Social Work (MSW); however, challenges remain in ensuring that newly acquired knowledge and skills are effectively and continuously applied into practice settings, a process known as transfer of learning. The work environment plays a critical role in shaping organizational conditions that either support or impede successful transfer of learning, yet empirical research remains limited in guiding public child welfare organizations to develop strategies that sustain educational investments and contribute to improved outcomes for children, …

A Critical Lens On Emotions And Learning: Shame, Loneliness, And Alienation In Community College, Mike Rifino

Dissertations, Theses, and Capstone Projects

This dissertation explores how community college students make sense of and navigate their emotions related to learning. Community colleges are two-year public higher education institutions that primarily serve working-class and students of color, enrolling almost half of all current undergraduates in the United States, yet their experiences are rarely addressed by researchers. Drawing on critical theories (e.g., feminist politics of emotions, Black feminist/queer women of color theorizing), emotions in this study are conceptualized as socio-politically situated, shaped by institutions and ideologies distributed through power across intersecting social identities. Although emotion research in higher education has grown substantially in the past …

Cartels As Foreign Terrorist Organizations? How Mexican Americans Think About U.S. Security Policy, Jesus J. Garcia-Gomez

Dissertations, Theses, and Capstone Projects

This thesis examines the political, social, and security implications of the U.S. government’s designation of cartels as Foreign Terrorist Organizations (FTOs), with a particular focus on its effects on U.S.–Mexico relations and Mexican American communities. While existing research has extensively analyzed counterterrorism and cartels, there is still an open debate regarding the justification to designating cartels as FTOs. Additionally, there is a gap in the scholarship focus on Mexican American communities’ opinion. This study addresses both gaps by analyzing how terrorism labels reshape security cooperation, legal authorities, and public perceptions of cartels, violence, and drug addiction in Mexico and the …

Good Mothers: Black Disabled Mothers & The Family Policing System, Siobhan Pokorney

Dissertations, Theses, and Capstone Projects

Good Mothers: Black Disabled Mothers & the Family Policing System is a qualitative study utilizing 16 in-depth individual interviews with mothers who broadly identified as Black, disabled mothers who had at least one interaction with the family policing system as adults in or around NYC. The study examines the work these mothers engage in to navigate their identities and strategically present themselves as good mothers while facing state surveillance and oppressive systems (specifically the family policing system) which automatically frame them as “unfit mothers.” It traces their experiences and the identity work that they engage in through the anticipatory trauma …

Surviving Staten Island: Black Women’S Narratives Of Resilience, Motherwork, And Embodied Trauma, Jazmin Rivera

Student Theses

This oral history dissertation centers the experiences of six Black women who had formative experiences navigating hostile school and community-based settings on Staten Island during the 1970s, 1980s, and early 1990s. Guided by a conceptual framework that draws on Black orality, Black feminist thought, and endarkened feminist epistemology, this study demonstrates how Black women were required to cross geographic and social boundaries to survive hostile conditions in Staten Island communities and schools. Findings from this study highlight Black women’s use of community cultural wealth to inform their survival strategies and resilience. At the same time, their experiences indicate the potential …

Micromobility In Nyc: 2025, Mike Owen Benediktsson Phd, Xuemeng Li Phd

Publications and Research

This report offers a statistical snapshot of micromobility across the city over a three-week period in late 2025. Our team of trained researchers systematically observed over 1,700 micromobility vehicles at 155 separate intersections across the five boroughs of New York City. Our primary findings describe overall patterns in the demographics of micromobility and vehicle behavior at city intersections, and show how this behavior is shaped by variations in infrastructure as well as individual-level attributes.

Advanced Experimental Learning And Behavior Analysis Lab Manual, Holly R. Weisberg, Sally Izquierdo

Open Educational Resources

Classroom and online lab exercises for a learning and applied behavior analysis course.