Digital Commons Network^™

A Developing Critical Lens Based On Distinct Scholar Experiences In Scholarly Communication, Angel Y. Ford

FORCE 2026

Scholars around the world, even from core research locations, express frustration at the processes of sharing and disseminating research. Scholars discuss the confusing or conflicting reviews they receive, and the astronomical fees to publish in Open Access (OA) journals, but when these global factors are combined with regional factors for scholars in low- and middle-income countries (LMICs), the view of the scholarly communication landscape can quickly go from challenging, to treacherous and at times a career stunting topography with a variety of obstacles and barriers. The terrain scholars cross to obtain, produce, and disseminate research outputs looks different based on …

Cross-Cultural Differences Among Children And Youth With Special Health Care Needs: A Mixed-Methods Analysis Of Chinese, Spanish, And English-Speaking Families, Kathleen Mcgrath, Miriam Franco, Amy Morales-Lara, Karen Bonuck Phd, Joanne Siegel

Developmental Disabilities Network Journal

One in five U.S. children has a special health care need, with prevalence rates rising each year. Children and youth with special health care needs (CYSHCN) from immigrant and/or non-English speaking families face heightened barriers to care, unmet health needs, and worsened health outcomes. This mixed-methods study explores cross-cultural similarities and differences among English-, Spanish-, and Chinese-speaking families of CYSHCN across four key domains – (1) the diagnostic process, (2) access to essential services, (3) community integration, and (4) social supports. As part of a statewide, New York State Department of Health funded initiative implemented across three University Centers for …

Category Learning Under Verbal Interference, Yawen Xue

Cognitive Science Senior Theses

What happens to cognition when you disrupt language? What does language actually do as a representational medium for cognition? Much literature shows a facilitative role of language on categorical thinking. This work specifically examines the role of language in category learning using a verbal interference paradigm. I ran two experiments where participants learned to distinguish between two novel categories of bugs while under conditions of verbal or visuospatial interference. In Experiment 1, category membership was determined by an XOR rule; in Experiment 2, category membership was determined by an AND rule.

In Experiment 1, participants on average did not succeed …

Viral Visions Of Femininity: A Visual Thematic Analysis Of Trending Tradwife Imagery On Instagram, Phoebe L. Lim

Masters Theses

This study uses visual thematic analysis and a semiotics lens to examine how trending tradwife content on Instagram constructs domestic femininity through recurring signifiers of whiteness, homemaking, motherhood, and hyperfeminine aesthetics. Current rhetorical analysis of the tradwife movement argues that the imagery of sweet, nostalgic traditionalism functions to mask visual and semiotic codes associated with patriarchal hierarchies, anti-feminism, pronatalism, and alt-right ideologies (Proctor, 2022). Drawing on the theoretical models of Saussure, Peirce, and Barthes (1972), this research analyzes how strategically curated visuals of domesticity and femininity function as ideological signifiers within digital culture. Analysis of 100 posts under #tradwife found …

Her Fire This Time: Black Women Faculty And The Liberatory Pedagogy That Can't Wait, R. Danielle Scott, Andi Toliver-Smith, Nailah Smith

The Journal of Advancing Education Practice

The purpose of this paper is to document the experiences of Black women faculty sustaining culturally responsive, justice-oriented, liberatory pedagogy in the current sociopolitical climate of higher education. In the context of coordinated attacks on diversity, equity, and inclusion infrastructure, the erasure of culturally responsive accreditation standards in Speech, Language & Hearing Sciences (SLHS), and the unwritten expectation that Black women faculty absorb the weight of equity work that institutions have abandoned, this paper examines the sustaining forces that keep liberatory teaching aflame. Drawing on critical autoethnography and reflective practice, three Black women, two faculty members and one doctoral student …

An Analysis Of Immigration Frames In The News Media Post- Second Trump Administration, Olivia Hartley

Communication Studies

Immigration has been a particularly controversial issue since the 2nd Trump Administration. There has been an increase in Immigration Customs Enforcement activity, including deportations and detainments of immigrants across the United States (Craft & Witherspoon, 2026). Given the uptick in media coverage regarding these events, it is essential to understand how this information is being presented to the public. The framing of news media impacts how the public perceives issues, determining the acceptable treatment of immigrants in our society. In this study, a content analysis was performed to determine the prevalence of generic immigration news frames following the start of …

The Spiritual Communities Of Bronies, Amie Sexton

Theses, Dissertations and Culminating Projects

Bronies, adult, typically male, fans of the cartoon My Little Pony: Friendship is Magic, have long been regarded for seemingly breaking expectations around gender norms. This study finds that Bronies break expectations around what is expected of spiritualism. Through interviews and ethnographic observation of social media spaces Bronies frequent, it is found that spirituality based on the cartoon within the fandom is broad, diverse, and at times, normative. A proportionally-small group of fully sincere spiritualists with plural experiences and strong convictions inspire a much larger community of post-ironic aspirants. Aspirations towards spiritual experiences and the development of profound terminologies create …

An Inferential Analysis Of Lexical Networks, Christopher D. Gravelle

Dissertations, Theses, and Capstone Projects

Lexical networks are graphs where words are treated as nodes, and relations between words are treated as edges. The adoption of lexical networks in psycholinguistics is impeded by a lack of readily available inferential methods, which limits work to purely descriptive analyses with little ability to make inferences about what variables account for lexical network structure. The current research explores the use of latent space network models as a method for analyzing lexical networks. Latent space network models are latent variable regression models, which model the presence or strength of edges by estimating pairwise distances between nodes in a latent …

Goddess In A Trash Can: Religious Ritual Disposal In New York City Public Parks, Zoe Oro-Hahn

Dissertations, Theses, and Capstone Projects

Practitioners of Afro-Caribbean religions, including Santería, Vodou, Espiritismo, and Las 21 Divisiones, utilize the New York City Public Parks system to hold rituals, connect with spirits and ancestors, and dispose of religious remains leftover from trabajos (workings) and brujería (witchcraft). Utilizing photos from Van Cortlandt Park in the Bronx, my thesis considers the religious, political, social, and practical rationale behind this phenomenon, explores the rituals occurring, and provides policy suggestions that balance religious needs of practitioners with the safety and wellbeing of New York City’s parks.

Covert Scrambling To The Edge In Tshangla: An Analysis Of Wh- In-Situ, Tshering Y. Dorji

Dissertations, Theses, and Capstone Projects

This thesis investigates the syntactic derivation of wh- in-situ constructions in Tshangla, an understudied Tibeto-Burman language of Bhutan. Argument wh-items can remain in-situ in islands—including sentential subjects, adjunct clauses, relative clauses, and coordinate structures—while projecting their scope to the matrix level. This island-insensitivity for certain wh-items suggests a lack of movement in the narrow syntax, yet diagnostic tests, including crossover effects, reconstruction effects, and parasitic gap licensing, provide compelling evidence for a movement-based account. I propose an analysis involving covert LF scrambling to the left edge of an island clause. This movement is driven by semantic requirements …

Gramsci’S ‘Democratic Philosopher’ And The Concept’S Foundations In Marxian Social Ontology, Eli Recht-Appel

Dissertations, Theses, and Capstone Projects

This thesis deals with the term ‘democratic philosopher’ from Antonio Gramsci’s Prison Notebooks. In order to lay the groundwork for my distinct interpretation of the ‘democratic philosopher,’ I begin by providing an overview of Gramsci’s theory of the role of intellectuals in civil and political society. I then argue that the ‘democratic philosopher’ emerges from Gramsci’s typology of intellectuals but is a category which is both temporally and ontologically distinct from his more well-known concept of ‘organic intellectuals.’ ‘Organic intellectuals,’ intellectuals who co-develop alongside their fundamental social group or class, occupy a variety of cultural and political roles in …

Semi-Peripheral Whiteness In A Global City: Central And Eastern European Women In Dubai, Hana Rubenstein

Dissertations, Theses, and Capstone Projects

This capstone examines how Central and Eastern European (CEE) women navigate professional mobility in Dubai and asks to what extent Dubai enables them to bypass the post-socialist stigma attached to their semi-peripheral European identity. Situated at the intersection of migration studies, gender, and critical scholarship on semi-peripheral whiteness, the study addresses the limited attention paid to CEE women as economic actors outside European contexts, where they are often either absorbed into the category of “Western expatriates” or reduced to highly gendered stereotypes. Grounded in a qualitative, interpretivist approach, the study combines digital discourse analysis of 50 publicly accessible LinkedIn profiles …

G&P2p: A Multi-Source Approach To Grapheme To Phoneme Conversion, Chun-Yi Peng

Dissertations, Theses, and Capstone Projects

This thesis introduces G&P2P, a multi-source framework for grapheme-to-phoneme (G2P) conversion that integrates side pronunciations from multiple lexical resources. Unlike traditional single-source approaches, G&P2P fuses data from multi-sourced pronunciation dictionaries—including CELEX, PronLex, NETTalk, and WikiPron—through several fusion strategies. The goal is to improve model performance on out-of-vocabulary words through multi-source learning. Experiments were conducted with attentive LSTM, pointer-generator LSTM, and pointer-generator Transformer architectures. Models were trained on combinations of datasets and evaluated using word error rate (WER) across five random seeds.

Results show that fusing expert-curated dictionaries such as CELEX and PronLex consistently improves accuracy, achieving an 11.81-point absolute error …

Conga Santiaguera: A Century Of Innovation And Competition, Nick Herman

Dissertations, Theses, and Capstone Projects

Santiago de Cuba is home to the island’s biggest, oldest, and most famous carnival.  Any local resident will confirm that “sin conga no hay carnaval (without conga there is no carnival).” In Santiago, conga refers to a vibrant street procession, the music that drives it, and the ensemble that makes the music.  Conga Santiaguera: A Century of Innovation and Competition presents a musical history of the conga from roughly 1910 to 2010.  This project, https://cuny.manifoldapp.org/projects/conga employs an eBook, musical analysis, oral histories, and audiovisual media to show how the conga has been constantly reinvigorated by innovation, competition, and Afro-Diasporic …

Exploring Minor Feelings: Asian And Asian American’S Racialized Emotions, Identity, And Mental Health Amidst Covid-19, Kristina Mirasol Arevalo

Dissertations, Theses, and Capstone Projects

The COVID-19 pandemic highlighted the central role of racialized emotions in shaping how Asians/Asian Americans (A/AA) experience, interpret, and respond to racism, yet these emotional processes remain underexamined in psychological research. Rather than treating emotions as outcomes of discrimination, this dissertation conceptualizes racialized emotions as dynamic processes through which structural racism is experienced, interpreted, and embodied in everyday life. This framework positions racialized emotions as a key mechanism linking racialized social contexts to identity development and mental health. Across three studies using qualitative and quantitative methods, I examine how racialized emotions shape racial meaning-making, ethnic-racial identity, and psychological well-being among …

Beyond The Veil Of Modernity: René Guénon, Prophet Of The Metapolitical Imaginary, Frederic Colier

Dissertations, Theses, and Capstone Projects

Heralded by some as one of the greatest intellectuals of the 20th century, French metaphysician René Guénon (1886-1951) is also the controversial father of Primordial Tradition, a metaphysics designed to remedy the decline of Western civilization. Guénon viewed the West in the grip of a prolonged cycle of degeneration. He sought to implement a pseudo-authoritarian spiritual reset that required a total rejection of its Western intellectual heritage and an embrace of Eastern doctrines.

Focusing on his landmark book The Crisis of the Modern World (1927), the dissertation examines how Guénon implemented his controversial reset. After outlining the religious, cultural, and …

A Machine Learning Approach To Disentangling Developmental Language Disorder From Typical Development In Russian-Speaking Children, Katsiaryna Aharodnik

Dissertations, Theses, and Capstone Projects

This study investigated a machine learning (ML) approach to identifying Developmental Language Disorder (DLD) in Russian-speaking children using narrative data. ML methods can capture subtle linguistic patterns that distinguish typical and atypical development, which is especially important in cross-linguistic contexts where morphosyntactic variation affects the manifestation of DLD. Diagnosis remains challenging in less-studied languages due to limited knowledge of language-specific deficits and a lack of validated assessment tools. This study evaluated whether ML algorithms can provide a more efficient alternative to traditional screening methods.

Two binary classification studies were conducted using corpus data: 1) classification of narratives told by Russian …

Visible Lives, Invisible Strands: Critical Consciousness And Civic Engagement Among Muslim Sa/Swana College Students, Firdevs Yigiter

Dissertations, Theses, and Capstone Projects

In recent years, young people have navigated an increasingly polarized sociopolitical climate marked by racism, Islamophobia, and heightened racial violence (Cureton, 2023; Wegemer et al., 2025). These tensions have intensified in the current moment, shaped by the aftermath of October 7, activism for Palestinian rights, and the political climate of the Trump Administration. College campuses, which historically are sites of political activism and social transformation, are not neutral spaces. For SA/SWANA Muslim college students, these dynamics are intensified by systematic marginalization and a polarized political climate (Khamis, 2023).  In this dissertation, I examine how SA/SWANA Muslim students experience ethnic-racial discrimination, …

Japanese Learners And Mixed-Speech Styles, Nana Kawada

Dissertations and Theses

This study explores to what extent Japanese as a Target Language (JTL, henceforth) learners use mixed-speech styles. "Mixed-speech styles" refers to the phenomenon that occurs when speakers shift speech styles during the course of an interaction. The three primary speech styles are (1) the desu/masu forms, which are generally considered formal speech-level markers, (2) the non-desu/masu forms, considered informal speech-level markers, and (3) the Chūto shūryō-gata, which I translate to unfinished utterances that do not contain a clear style-marker.

The studies examined naturally occurring conversation point out that Japanese speakers often strategically manipulate and mix these speech styles …

Indigenous Child Language Research Center Report 3, Saad K’Idilyé, Indigenous Child Language Research Center

Indigenous Child Language Research Center

This report shares some of the preliminary finding of the research work that is being conducted by the Indigenous Child Language Research Center. The ICLRC aims to report to their community partner, Saad K’idilyé, the results of their groundbreaking work. This information is typically delivered in person at a planned meeting. This research is long-term and the data is being prepared for optimal analysis to be shared through published works, workshops, and conference presentations.

Indigenous Child Language Research Report 2, Saad K’Idilyé, Indigenous Child Language Research Center

Indigenous Child Language Research Center

This report shares some of the preliminary finding of the continued research work that is being conducted by the Indigenous Child Language Research Center. The ICLRC aims to report to their community partner, Saad K’idilyé, the results of their groundbreaking work. This information is typically delivered in person at a planned meeting. This research is long-term and the data is being prepared for optimal analysis to be shared through published works, workshops, and conference presentations.

Indigenous Child Language Research Report 1, Saad K’Idilyé, Indigenous Child Language Research Center

Indigenous Child Language Research Center

This report shares some of the preliminary finding of the research work that is being conducted by the Indigenous Child Language Research Center. The ICLRC aims to report to their community partner, Saad K’idilyé, the results of their groundbreaking work. This information is typically delivered in person at a planned meeting. This research is long-term and the data is being prepared for optimal analysis to be shared through published works, workshops, and conference presentations. This is the very first research report that came out of our partnership.

Black Language Matters: Capitalizing On Black English For Educational Success Through Linguistic And Cultural Competence Training, Fritz Lauriston

Graduate Student Dissertations, Theses, Capstones, and Portfolios

This dissertation explores the impact of culturally responsive professional development on K–12 educators’ perceptions and understanding of Black English, also known as African American Vernacular English (AAVE). The study responds to the longstanding marginalization of Black English in educational environments and its implications for academic equity, cultural identity, and student performance—particularly among African American learners. The central intervention, titled “Do You Understand Me? Linguistic and Cultural Competence Black English Professional Development,” was designed to increase teachers’ linguistic awareness, dismantle deficit perspectives, and promote inclusive instructional practices that validate students’ home language.

Using a mixed-method design, 59 certified educators participated in …

Patent Analyses And Technology Forecasting: Advances Into Artificial Intelligence Technologies, Sarah Over, Emma Jiren Wang, M. Shehryar Khan

Journal of the Patent and Trademark Resource Center Association

For several decades, patents have been utilized in analyzing technology and forecasting future trends. Historically, this has been done via keywords, citations, and some bibliometric approaches. The efficiency that is promised by artificial intelligence (AI), machine learning, natural language processing, and related technologies has also heavily entered the domain of intellectual property. There is a growing body of research that is using AI technologies to analyze, learn, and make predictions for patents. Some of the most common applications in practice are those that assist searchers and examiners in review of patents. Journals such as World Patent Information have even developed …

Hallucinations And Hits: Generative Ai Patent Searching Performance, Pitfalls, And Library Best Practices, Aidan J. Whitlock, Denise A. Wetzel

Journal of the Patent and Trademark Resource Center Association

One of the most challenging aspects for inventors seeking to obtain a patent is conducting an effective preliminary prior art search. The process requires specialized skills and experience to assess the relevant information that many novice inventors do not possess. However, artificial intelligence (AI) tools and Large Language Models (LLMs) offer potential new ways of accessing legal and technical expertise. This study surveys five popular publicly available LLMs ability to aid in conducting a preliminary prior art search. A list of best practices and strategies for using AI tools to conduct preliminary patent searches are outlined at the conclusion of …

Diverse Families Navigating Mental Health At The Pediatrician’S Office: A Mixed Methods Exploration Of The Interplay Of Stress, Culture, And Child Mental Health In The Primary Care Setting, Sara B. Budowsky

Dissertations

Low-income and ethnic minority youth experience high psychiatric need but persistently low participation in traditional mental health care. General pediatricians are often the first and only healthcare providers with whom many families engage around their child’s emotional and behavioral development. Using both quantitative analysis of retrospective secondary data and Interpretative Phenomenological Analysis (IPA) of in-depth interviews with diverse caregivers, this project explored influencers of child mental health and family utilization of pediatric primary-care-based mental health services in the context of a uniquely multicultural clinic serving a predominantly Medicaid population. Three key findings include: 1) Caregiver Stress was a highly significant, …

Building On Rented Land: An Interpretive Phenomenological Analysis Of Black Women’S Digital Homeplace-Building On Tiktok, Monica Thompson

Dissertations, Theses, and Capstone Projects

This interpretative phenomenological analysis (IPA) examined the lived experiences of seven Black women TikTok users, exploring how they describe and make meaning of TikTok as a space of digital expression amid algorithmic constraint and platform precarity. Grounded in Black Cyberfeminism, Critical Race Theory, and hooks’ (1990) homeplace theory, the study asked three questions: how Black women describe their use of TikTok; how they make meaning of the platform as a space of expression; and how they navigate platform instability, political threats, and content restrictions while maintaining authentic expression. Drawing on semi-structured Zoom interviews and analyzed using Smith et al.’s (2009) …

Enhancing Ecological Validity In Speech-In-Noise Testing: Integrating Virtual Reality For A Multisensory Audiological Experience, Paulina Lee

Dissertations, Theses, and Capstone Projects

Despite the remarkable advances in hearing healthcare technology, the speech recognition tests used in routine clinical audiological assessment have remained essentially the same for decades.  Monosyllabic word recognition tests in quiet, such as the Northwestern University Auditory Test No. 6 (NU-6; Tillman & Carhart, 1966), have served as the audiology field’s default measure of speech understanding.  Modern speech-in-noise (SIN) tests, such as the QuickSIN (Killion et al., 2004), have emerged, yet they remain auditory-only, leaving an unignorable gap between what clinical tests measure and how patients communicate in daily life.  The present study examined whether pairing a standard SIN test …

4‑H Efforts Toward Demographic Representation, 1980–2025: Next Directions (Part 2), Jeremy Elliott-Engel, Jeff Wayne Howard

Journal of Youth Development

This article builds on Part 1 of this study, a state-of-the-art review that synthesizes 45 years of scholarship (1980–2025) on 4-H’s efforts to equitably serve a demographically representative youth population (see Elliott-Engel & Howard, 2026). This article examines the findings that draw from the previously discussed 99 articles and provides the next directions for achieving a demographically representative 4-H program by synthesizing crosscutting themes from 45 years of diversity, equity, inclusion, and belonging scholarship. Despite meaningful progress, persistent gaps remain in participation, professional readiness, and systemlevel integration. Our review highlights the need for culturally responsive recruitment, familycentered engagement, and program …

The Impact Of Religious Behaviors, Islamophobia, Gender Roles, Language Proficiency, And Education Levels On Mental Illness Stigma And Help-Seeking Behaviors Among Arab Women In The U.S., Rima Muhsen

Dissertations

The official U.S. census does not provide data on the number of Arab Americans in the United States, which hinders studies that focus on this population group to explore their needs and improve access to mental health services. Arab women in America represent a subgroup that has received insufficient attention from researchers, particularly regarding culturally sensitive topics such as mental health problems and their associated stigma. The influence of cultural, social, and religious factors on self-stigma associated with mental illness has not been adequately studied among this marginalized group. While previous research has suggested a relationship between self-stigma, social stigma …