Digital Commons Network^™

Evaluating Datasets And Models For Offensive Language Identification, Skye Deson Morgan

Theses

Social media platforms enable people to easily communicate with one another, share ideas and express their opinions. Unfortunately, the anonymity provided by platforms such as Twitter and Facebook is more than enough to foster the spread of harmful content. Government agencies, as well as technology companies, are actively working towards finding better means of curbing offensive and objectionable content in social media and contributing to a more welcoming online environment. In this study, I first present a critical literature review on offensive language identification, exploring offensive language datasets and computational models using both machine learning and deep learning. Next, I …

Entre Dos Mundos: A First-Generation Cuban American's Journey Through Identity And Memory, Alessandra M. Gonzalez

Graduate Studies Theses and Dissertations 2026

ENTRE DOS MUNDOS (translated as “between two worlds”) explores the complexities of growing up as the eldest daughter in a Cuban American immigrant family and the tensions of navigating life between cultures. Set in Miami, the collection blends lyrical and prose poetry to examine cultural identity, diaspora, intergenerational memory, and the emotional landscape of young adulthood. Through personal narrative and historical context, ENTRE DOS MUNDOS traces the speaker’s coming-of-age amid the inherited stories of her family’s escape from Cuba and the lingering effects of displacement. The section “Yo” focuses on the psychological challenges of adolescence and early adulthood, reflecting on …

The Role Of Cultural Intelligence In Hotel Employee Engagement, Self-Efficacy, Job Satisfaction, Performance, And Intent To Stay, Meaad Eid F Almotairi

Graduate Studies Theses and Dissertations 2026

This research examined how Cultural Intelligence enhanced hotel employees’ engagement, self-efficacy, job satisfaction, performance, and intent to stay. CQ was defined as an individual’s capability to understand, adapt to, and work effectively in culturally diverse situations. This thesis utilized a quantitative methodology based on the Job Demands–Resources (JDR) model and self-efficacy theory. The study focused on the hospitality industry in Saudi Arabia, where increasing diversity has created a need for stronger cross-cultural skills among employees. Data were collected from hotel employees and managers to examine the relationships between CQ and key employee outcomes. The findings indicated that Cultural Intelligence significantly …

Using Inferences From Natural Language Narratives To Improve Video Question Answering, Hoang Bao Truong

Graduate Studies Theses and Dissertations 2026

The purpose of this thesis is to examine how structured narrative representation and reasoning strategies jointly affect the performance of Video Question Answering (VideoQA). Although recent advances in large multimodal and language models have improved video description and retrieval, causal and counterfactual reasoning remain challenging. This thesis studies an inference-only pipeline in which videos are converted into natural-language narratives, and those narratives may optionally be transformed into a structured NarrativeML format before multiple-choice questions are answered without task-specific fine-tuning. NarrativeML is a machine-readable narrative representation that explicitly encodes entities, events, and their causal and temporal relations. Three representational contexts are …

Teaching And Reading As Meaning-Making, An Intervention To Support Underserved Students In An English Language Arts Classroom, Kelly G. Adkins

Theses and Dissertations

This teacher-research study, conducted during a nine-week choice reading unit in my high school English Language Arts (ELA) classroom, explores how adjusting my reading instruction influences all students’ engagement with reading and their identities as readers, especially those underserved by systems of schooling that prioritize teaching reading as a set, evaluated procedure. Building on others’ research that affirms the positive correlation between students’ choice in reading and increased engagement, I pursued the following research question: What does it mean to take up a teaching practice that opens, responds to, and extends students’ meaning-making of literary texts? I used qualitative methods …

Are We Perceived The Same? A Cross-Cultural Comparison Of Instructor Communication Between American And International Graduate Teaching Assistants, Deborah Aku Shika Pappoe

Theses and Dissertations

The study examined college students’ perceptions of American Teaching Assistants and International Teaching Assistants on credibility, clarity, respect, homophily, cultural homophily, and instructor quality within the same instructional context. Guided by Face Negotiation Theory, the study employed a mixed-methods design combining survey data and open-ended responses from undergraduate students at a Midwestern university. Results indicated significant differences in perceptions of clarity, homophily, and instructor quality, with ATAs rated higher on these dimensions, while no significant differences were found in credibility and respect. Students’ narratives reflected comparable experiences with both ATAs and ITAs, as perceptions of cultural homophily and instructor quality …

The Effects Of Personality Traits On Relationship Satisfaction Among Romantic Partners In Ghana, Emmanuel Owusu

Theses and Dissertations

This study examined the associations of personality traits, as conceptualized by the five- factor model, on relationship satisfaction among individuals in romantic relationships in Ghana. The research explored how individuals’ self-reported traits and their perceptions of their partners’ personality traits are associated with relationship satisfaction. A cross-sectional survey design was used, and data were collected through an online questionnaire administered via Qualtrics. Participants consisted of adults residing in Ghana, most of whom were involved in romantic relationships. After data screening procedures, 149 usable responses were included in the analysis.

Self-reported personality traits were measured using the Big Five Inventory – …

Framing Belonging And Exclusion: A Dialogic Narrative Analysis Of English- And Spanish-Language Immigration Coverage During The Trump 2024 Presidential Election, Evangeline T. Cruz

Theses and Dissertations

I investigated how English- and Spanish-language news outlets narratively constructed Latinx immigrants during the Trump 2024 presidential campaign, a period marked by heightened anti-immigrant rhetoric and political volatility. While past scholarships examined immigration framing through tone, sentiment, or frequency analysis, limited attention has been given to the deeper narrative structures that shape public meaning-making. This study addresses this gap by applying Dialogic Narrative Analysis (DNA) and Critical Thematic Analysis (CTA) to a bilingual dataset of 120 newspaper articles from The New York Times, Los Angeles Times, El Diario, and La Opinión published between November 2024 and February 2025.

Findings reveal …

From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah

Theses and Dissertations

International graduate teaching assistants (GTAs) from high power distance cultures play a significant role in undergraduate education at U.S. universities, yet they face challenges that go well beyond language proficiency. Coming from educational backgrounds where teacher authority is unquestioned and hierarchical, these GTAs must navigate American classrooms that operate on fundamentally different assumptions, where authority is earned rather than assumed, informality is the norm, and students expect to question, negotiate, and be personally known by their instructors. The present study examined how eighteen (18) international GTAs from seven (7) high power distance countries perceived and adapted to these differences while …

“Is This Really Funny?” Humor, Rape Myths, And Social Semiotics In Nigerian Comedy Skits, Grace Oluwatofunmi Adeyemo

Theses and Dissertations

This study examines how rape myth narratives are normalized through humor in Nigerian comedy skits. While existing research has identified rape-supportive beliefs in digital entertainment, it has paid less attention to the processes through which these meanings become socially acceptable. Guided by social semiotics, the study analyzes how semiotic resources use humor to normalize rape myth narratives in Nigerian comedy skits. Using a qualitative design, twelve purposively selected Nigerian comedy skits on YouTube were analyzed. The findings reveal that refusal is constructed as temporary, persistence is portrayed as effort, men's refusal is framed as abnormal, and consent is shaped by …

Thinking Machines: Cybernetics, Artificial Intelligence, And Technological Anxiety In The American Cold War, Erin Mae Wilcox

Theses and Dissertations

Following the Second World War, cybernetics emerged as a cross-disciplinary study in philosophy, neurophysiology, electrical engineering, and mathematics. Cyberneticists proposed the formal study of the man-machine analogy; that is, to equate biological structures to a complex mechanical system. Drawing from this analogy, cyberneticists used programmable digital computers to emulate the functions of the human brain. The study of artificial intelligence emerged within this cybernetic discourse in the early 1950s; yet, by the mid-1960s, the two disciplines suffered a methodological fracture. Drawing from a tradition generated by this fracture, historians have traditionally examined cybernetics and artificial intelligence in isolation from one …

Building Resilience And Academic Belonging Through An Educational Intervention For Latine Families, Britney Ramos

Theses and Dissertations

Latine students continue to experience disparities in college persistence and completion despite the growing rate of enrollment in higher education. Previous research has focused on the importance of family involvement, culturally responsive programming, and the sense of belonging for Latine students. However, continued research is needed to better understand how family-centered programs support both Latine youths’ sense of belonging and their perceived preparedness for college. This study focuses on how participation in the Juntos Para Una Mejor Educación program relates to Latine youths’ sense of belonging and perceived preparedness for college, as well as how family expectations shape these outcomes. …

Between Tradition And Transition: Cultural Negotiations And Contraceptive Perceptions Among Ghanaian Students In The United States, Beatrice Amissah

Theses and Dissertations

As global mobility continues to rise, international students often encounter new cultural norms and health practices that differ from those in their home countries. While some studies have focused on contraception within the context of gender and types, less focus has been placed on diasporic populations, especially how students navigate tensions surrounding contraception within new cultural environments. This study explores how Ghanaian students in the United States interpret, negotiate, and respond to contraceptive messaging while navigating the cultural transition between their heritage and host societies. Drawing on Berry’s (1980)  Acculturation Theory, the study examines the tensions students experience, the strategies …

Creating "An Exemplar Of A Better World": A Dialogic Analysis Of Academic Freedom Surrounding Columbia University Activism From 2023-2025, Ellanore Foltz

Theses and Dissertations

From October of 2023 to August 2025, the community at Columbia University engaged in a series of debates regarding the meaning of academic freedom. Academic freedom, first institutionalized in the United States during the first world war, has shifted over the decades as the purpose of higher education and the threats to higher education changed. In recent years, campus protests regarding Israel and Palestine have sparked new debates about academic freedom that reflect ongoing and sometimes fundamental disagreements about higher education. This study utilizes Relational Dialectics Theory (RDT; Baxter, 2011) to explore the interplay between different discourses of academic freedom …

America The Not Yet Beautiful: Unfulfilled Promises In A Racist-Capitalist Society, Kaitlyn Tibbetts

Theses and Dissertations

This thesis draws from Langston Hughes’s poem “Let America Be America Again” to analyze four American novels that demonstrate the United States’s unfulfilled promises for lower-class individuals and minorities. The four novels examined in this thesis include: The Outsiders by S. E. Hinton, The Nickel Boys by Colson Whitehead, There There by Tommy Orange, and How the García Girls Lost Their Accents by Julia Alvarez. Utilizing theoretical frameworks such as social reproduction theory, intersectionality, and Burden-Shelly’s theorizations on racist-capitalist oppression, this thesis argues that the policies and systems that the U.S. is founded on are designed to primarily benefit economically …

Reawakening Waⁿdat: Community Research & Reclamation, Darcy Allred

Theses and Dissertations

The Wyandot(te) have undergone language dormancy due to settler colonial impacts of warfare, refugee relocation, forced removals, and U.S. assimilation projects. One of the most pressing priorities among our people today is reawakening our ancestral language, Waⁿdat. The common follow-up question is: how? Through the conduit of Waⁿdat language reclamation, this project grapples with the above question in collaboration with the Wyandot(te) community, and in adherence to the tribal sovereignty of the Wyandotte Nation. The project engages with diasporic perspectives, community-based pedagogy design, and tribally specific research protocols and policies. The living collective knowledgebase with which I engage in this …

Pathways Through Barriers: A Qualitative Study Of Career Advancement Among International Graduates Of Illinois Public Higher Education Institutions, Tieola Lambey Requena

Theses and Dissertations

International students represented an important sector of the United States higher education and labor force ecosystem, contributing significantly to academic innovation, institutional diversity, and economic growth. Illinois, which is a major educational and industrial hub, attracted thousands of international students annually and played a critical role in the development of global talent essential to both the state and the national economy. Despite these contributions, international students faced persistent challenges when navigating career advancement in the United States. Recent immigration policy shifts intensified national security concerns and employer reluctance to sponsor visas, reframing international students from valued contributors to perceived labor …

Rhetoric Of Realignment: An Analysis Of Trump's 2024 Campaign Rhetoric, David Valadez

Theses and Dissertations

When political coalitions include groups with opposing policy goals, leaders face a challenge: satisfying all constituencies without making commitments that alienate essential supporters. The present study examines strategic ambiguity in the form of deliberately vague political messaging as a tool for managing this challenge. Combining rhetorical analysis with selectorate theory, which explains how leaders achieve and maintain power through reward distribution, the research analyzes Donald Trump’s 2024 Republican National Convention acceptance speech, focusing on immigration rhetoric.

The analysis reveals that Trump’s ambiguity was selective rather than habitual. On immigration, where tech/corporate interests wanting skilled workers clashed with nationalist groups demanding …

Staff Attitudes Toward Ai Adoption At A Private Research University, Ashley C. Smith

Theses and Dissertations

This study addresses the limited research on university staff attitudes toward artificial intelligence use and adoption. Using the Unified Theory of Acceptance and Use of Technology (UTAUT) research framework, the General Attitudes towards Artificial Intelligence Scale (GAAIS), and quantitative survey methodology, the study examines the attitudes of higher education staff toward AI, specifically examining whether demographic or professional characteristics are factors. The findings indicate that staff had moderately negative attitudes toward AI while also expressing some concerns. The results suggest that more resources and support for AI are needed for staff to address concerns. It also suggests that construct-level analysis …

Exploring Culturally Responsive Faculty Practices That Support Student Success In Community College Classrooms, Mary Catherine Flynn

Theses and Dissertations

This qualitative study explored the culturally responsive teaching practices used by six community college faculty and instructors in their in-person courses. Faculty and instructors taught courses included in certificate and degree programs related to early childhood education, human services, and criminal justice at one midwestern community college. Specific content areas included sociology, political science, and child development. Data collection for this study included comprehensive interviews with each instructor, an analysis of documents including syllabi, student assignments, and assessments, and multiple classroom observations. This study was anchored in a theoretical framework based on the constructs of culturally responsive teaching practices. Each …

The Acculturation Of International-Born Student Affairs Administrators In The United States, Amber Joy Webb

Theses and Dissertations

This qualitative narrative study explored how international student affairs administrators in the United States experience acculturation. Guided by Berry’s (1997) fourfold model of acculturation, the study examined how participants experienced assimilation, integration, separation, and marginalization as they navigated their professional roles, institutional expectations, and cultural identities. Eight participants, representing diverse countries of origin, institutional types, and professional roles, were interviewed using a semi-structured interview guide. Data were analyzed using Braun and Clarke's (2006) framework. Findings indicated participants employed multiple, context-dependent acculturation strategies rather than adhering to a single strategy. Assimilation emerged as a strategic process for establishing professional legitimacy, navigating …

"I Didn't Teach It Again Because It Wasn't Worth It": How Grades 6-12 English Language Arts Teachers Select Texts And Navigate The Obstacles That Impede Them, Steve Poggendorf

Theses and Dissertations

Classroom texts not only function as tools through which teachers can build curricula, but they can also engage and empower learners. Despite the importance of engaging texts in the classroom, teachers encounter obstacles, both social and institutional, that impede their ability to select the texts they believe will best foster student engagement and empowerment. The purpose of this qualitative study was to investigate how teachers make text selections, as well as the nature of the obstacles that stand in the way of teachers who hope to inspire and engage their students through lessons built around texts of their choosing. The …

Understanding Interculturality And Enacting Culturally Based Pedagogies: A Mixed Methods Study Of In-Service World Language Educators In Secondary Classrooms, Heather L. Sandy

Theses and Dissertations

This research study explored the relationship between an understanding of interculturality and culturally based pedagogies among world language teachers. The study examined the relationship between language teachers’ upbringing, their development of intercultural competence, and their self-efficacy in culturally responsive teaching practices. It addressed a practical knowledge gap concerning the intersection of interculturality and culturally based practices, specifically among secondary education teachers of Spanish and Mandarin Chinese in the United States.

The data sources focused on the qualitative aspects of interculturality, culturally based teaching practices, and world language pedagogy, with quantitative results to enhance qualitative data. The qualitative data collection included …

Why Make Books In Art Class Or Art In Reading Class? How Storytelling Impacts Youth Literacy And Cultural Dialogue, Holly Lewis

Theses and Dissertations

Given complex factors affecting reading literacy and students’ need for empowerment through creativity, this thesis project will investigate possibilities for combining artmaking with written narrative. Creative solutions, such as integrated and project-based learning activities, are documented as having some of the best positive impacts on overall learning growth (Laur, 2021; Aydin & Mutlu, 2023). Therefore, my thesis includes a discussion on Arts Integration initiatives and an illustrated book for students ages 10-15, which can be used as an example for their own studies into personal narrative. While the research presented here touches on multiple factors affecting students’ self-esteem and willingness …

Reconceptualizing Instructional Supervision For Stem Education In The Digital Age, Armen Alvarez

Theses and Dissertations

This conceptual thesis reconceptualizes instructional supervision for AI-enabled STEM teaching in the Digital Age. Traditional supervision models, including clinical, developmental, and cognitive coaching, emphasize human-centered observation and feedback but lack guidance for supervising AI-mediated instruction, interpreting algorithmic outputs, and addressing neurodiverse learner variability. Using integrative literature review methodology, this thesis synthesizes scholarship across five theoretical foundations: epistemic perspectives, the neurodiversity paradigm, Universal Design for Learning, human-centered AI and educational leadership, and supervision literature.

The resulting conceptual framework organizes supervisory attention into four interconnected domains:

• human-centered AI use in teaching and assessment,
• neurodiversity- and UDL-informed pedagogy,
• relational and compassionate classroom climate, …

Security Governance In Post-Colonial Africa And Implications On Democratic Institutions, Chick Edmond

Political Science & Geography Faculty Publications

This paper will evaluate how security governance contributes to both the development of democracy and the establishment of stable institutions within newly independent post-colonial states in Africa. Security governance is examined here as it relates to the long-term influence of colonial legacy, military presence, and the politicization of the security services. The authors have based their analysis of this issue on qualitative data gathered from Nigeria, Ghana, South Africa, Democratic Republic of Congo, and Kenya. The findings of the research suggest that unless security sectors are subject to civilian oversight and adhere to democratic principles, they tend to serve the …

The Words Community Dwelling, Spanish-Preferring Mexican/Mexican American Adults Use To Talk About Alzheimer’S Disease And Genetic Testing: Implications For Education And Outreach, Jamie C Fong, Fatima I Chavez, Karla Silos, Mirna L Arroyo-Miranda, Gabriela Castro Castro, Mark E Kunik, Joshua M Shulman, Luis D Medina

Faculty, Staff and Students Publications

Introduction: Hispanic/Latino (H/L) adults are more likely than non-Hispanic White individuals to have Alzheimer's disease (AD), yet fewer than one in five H/L adults has apolipoprotein E (APOE) Ɛ4, underscoring gaps in understanding genetic risk across H/L heritage groups. H/L adults remain underrepresented in AD research that uses genetic data for participant stratification. To inform culturally appropriate educational materials for 16 million U.S. Spanish speakers, we identified culturally salient words Spanish-preferring H/L adults use to describe AD and genetic testing beyond APOE.

Methods: Community-residing, Spanish-preferring Mexican/Mexican American adults (n = 14) completed freelisting interviews, a method eliciting …

Access To Digital Health Technologies: Personalized Framework And Global Perspectives, Sanjiv M Narayan, Mina K Chung, Demilade Adedinsewo, Luisa C C Brant, Leslie L Davis, David Duncker, Jennifer L Hall, Janet K Han, Carolyn S P Lam, Eldrin Lewis, Joseph Loscalzo, Manlio F Márquez, Vasiliki Rahimzadeh, Fatima Rodriguez, Prashanthan Sanders, Emma Svennberg, Kenneth Stein, Mintu Turakhia, Clyde Yancy, Antonis A Armoundas

Center for Medical Ethics and Health Policy Staff Publications

The emergence and rapid adoption of digital health technologies (DHT) present unprecedented opportunities to democratize and reduce disparities in health care by monitoring health and disease at the point of care in all patients. However, limited access to DHT is becoming a major obstacle to realizing these goals. Access to DHT is influenced not only by well-recognized social determinants of health, but also by digital determinants of health, such as digital literacy and the need for broad access to digital infrastructure, as well as commercial and economic factors. Addressing these challenges and designing unbiased systems of care are essential to …

Prevalence Of Substance Use In Northwest Syria: A Cross-Sectional Study, Isabel Draper, Dania Albaba, Heba Mesbah, Huda Taktak, Nidhal Saadoun, Mohammad Alhusein, Elharit Alissa, Anas Barbour, Zaher Sahloul, Nidal Moukaddam

Faculty, Staff and Students Publications

Objectives: Syria has undergone significant socio-political turmoil since 2011 as internal conflict displaced portions of the population, destroyed infrastructure, and destabilized the economy. In the context of multilevel healthcare system disruptions, there have been increasing reports of substance use. This study seeks to evaluate patterns of substance use in Northwestern Syria.

Methods: Trained staff administered questionnaires to community members in Azaz, Syria. Questions focused on the substance use prevalence, societal and public health impacts, and perspectives on treatment availability.

Results: 480 individuals were surveyed (80·88% male, 19·12 % female; 43·39% were 18-25 yrs, 11·5% reported personal substance use). H-booz (amphetamines), …

The Effectiveness Of Digital Therapeutics Intervention In Oral Anticoagulation Management: A Systematic Review And Meta-Analysis, Jiayue Guo, Lili You, Lu Liu, Xitong Jiao, Debasish Kar, Jitendra Jonnagaddala

Peninsula Medical School

Objective: To summarize the key intervention characteristics and evaluate the effectivenessand safety of digital therapeutics (DTx) in patients receiving oral anticoagulation, witheffectiveness evaluated using time in therapeutic range (TTR), thromboembolic events (TEE),and mortality, and safety evaluated based on bleeding events.Patients and Methods: We searched PubMed, Embase, Web of Science, and the CochraneLibrary from inception to June 20, 2025, and identified ten randomized controlled trialsinvolving 7,237 patients. The criteria required studies to assess software-based DTxsupporting anticoagulation management and report effectiveness or safety outcomes. Studyquality was evaluated using the Grading of Recommendations, Assessment, Development,and Evaluation (GRADE) framework, and random-effects models were applied.Results: …