Digital Commons Network^™

Spanish Speakers And Healthcare: Experiences And Perceptions, Ainsley Boucher

Schultz-Werth Award Papers

The Spanish-speaking population in the United States is large and diverse. As such, individual perceptions regarding healthcare access and quality held by native Spanish speakers vary widely. In order to provide insight into local healthcare access, a customized survey was developed and distributed to a workplace in the Brookings area. Responses varied considerably, reflecting a diversity of experiences and perceptions. Determinants such as language barriers, occupational health risks, and various socioeconomic factors may affect healthcare access and quality for native Spanish speakers in the United States.

Beyond Fixed Thresholds: Per-Label Calibration For Fine-Grained Emotion Detection On The Goemotions Dataset, Sai Puneet Naga Venkata Subramanyam Patchipulusu

Selected Full-Text Master Theses 2021-

This study investigates the effectiveness of five community fine-tuned transformer models for fine-grained emotion detection on the GoEmotions dataset: SamLowe/roberta- base-go_emotions (RoBERTa-base), cirimus/modernbert-base-go-emotions (ModernBERT), mrm8488/deberta-v3-base-goemotions (DeBERTa-v3-base), bhadresh-savani/bert-base-go- emotion (BERT-base-cased),and tasinhoque/distilbert-go-emotions (DistilBERT) . While the original GoEmotions research by Demszky et al. (2020) established a BERT-base baseline with a macro-F1 of 0.46, this thesis extends that work through independent empirical evaluation of five derivative models, systematic per-label threshold optimization, and comparative analysis of architectural trade-offs across the full transformer model family. Using the GoEmotions simplified test split (5,427 examples across 28 categories), all five models were evaluated at a fixed 0.5 …

Pláticas Of Latinas In Educational Leadership: Stories Of Identity, Resilience, And Transformation, Vanessa Davalos

Educational Leadership Professional Doctorate Dissertations

Despite federal and state equity laws that prohibit discrimination based on sex and national origin, women remain significantly underrepresented in K–12 educational leadership, with Latina leaders experiencing even greater disparities. While the number of Hispanic students in public schools continues to grow, the representation of Latina leaders has not kept pace, creating a critical gap between those leading schools and the communities they serve.

The purpose of this qualitative phenomenological study is to provide insight into the lived experiences of Latina educational leaders in order to deepen understanding of how identity, role, and leadership intersect (Hernandez & Murakami, 2016). Centering …

From Voice To Noise: Accented Speech, Constructed Languages, And Subtitling Practices As Markers Of Difference, Alice Alonso Limongi

Course Work

This monograph explores three main strategies of vocal exotification in Anglophone film: representations of accented speech, inclusion of constructed languages, and non-subtitling of snippets of other languages. Using Stuart Hall’s encoding/decoding framework, I approach these practices as rhetorical devices that both construct and are constructed by the complexity of our social landscapes. Portrayals of accented speech, constructed languages, and subtitling practices form a gradient of abstraction, where the denotative meaning of words gradually loses importance to the sonic characteristics of the voice. Combining broader cultural scholarship from Edward Said, sound studies writings on power and language from Nina Sun Eidsheim …

Democracy And Development In American History, Michael T. Rock

Economics Faculty Research and Scholarship

No abstract provided.

Songs Of The Sea: Reading The Archival Waters Of Afrodiasporic Literary Worlds, Charlee Thacker

Senior Honors and Award-Winning Theses

No abstract provided.

Life As Art: David Foenkinos’S Charlotte (2014) And Creepiness In (Auto)Biography, Juliana Vair

Senior Honors and Award-Winning Theses

No abstract provided.

Terrorism Research: Where Are We Going?, Clark Mccauley, Sophia Moskalenko

Psychology Faculty Research and Scholarship

This chapter brings together some of the research directions suggested in earlier pages of the  Handbook. Attention is drawn to P/CVE issues, the uncertain relation of radicalized ideas and terrorist violence, the potential of polling and survey research, the importance of moral judgment in radicalization to political violence, and the value of comparing terrorists with different streams of activists working for the same cause.

Weeping And Virtus In Early Imperial Roman Epic, Mary Somerville

Bryn Mawr College Dissertations and Theses

Are men always feminized when they weep? It is well-known that Greek epic heroes like Odysseus weep without losing their claim to masculinity; does the same rule hold true for Roman epic heroes? In this dissertation I examine how men weep in Roman epic poetry of the early Roman empire as an aspect of the performance of masculinity. Specifically, I explore the multiple valences of male tears and related emotional expressions across three core texts: Vergil’s Aeneid, Lucan’s Bellum Civile, and Statius’ Thebaid. I seek to understand judgments of and explanations for men’s tears within my sources, …

Examining Structural Stigma In American Policy Making: A Case Study Of California Senate Bill 403, Anjali Bushan

Bryn Mawr College Dissertations and Theses

The South Asian American community is one of the fastest growing communities in the United States (Budiman & Ruiz, 2021). While research has explored various aspects of the South Asian American diaspora, limited research has focused on the caste system in the diaspora. This study examined caste on a macro level in American policy making. Using a qualitative case study design, it explored how the policy making process of California Senate Bill 403, a bill intended to prohibit caste discrimination, impacted structural stigma on caste and demonstrated interest convergence between caste supremacy and white supremacy in the United States. Findings …

Identifying Barriers To High School Graduation Based On Experiences Of Former Students With Limited Or Interrupted Formal Education (Slife): A Case Study, Marcia Gaudet

Dissertations and Theses

Multilingual students with limited or interrupted formal education (SLIFE) were underrepresented in the professional literature. Accordingly, the purpose of this research brief was to contribute to an emerging line of research by documenting the voices of SLIFE with regard to barriers to high school graduation they experienced during their educational experiences alongside what supports they experienced that helped remove such barriers. Data was collected through interviews and focus groups, where participants provided first hand accounts of their high school experiences. The researcher’s results showed the importance of personal relationships with teachers, administrators, and mentors from the community. The researcher’s findings …

The Disability History Of Brown V. Board Of Education, Britney R. Wilson

Washington and Lee Journal of Civil Rights and Social Justice

In 1952, two years before the Supreme Court of the United States decided Brown v. Board of Education, Black deaf students in Washington, D.C., who had been prohibited from attending the local school for white deaf students and forced to go to school in Maryland, won the right to be educated in their hometowns in Miller v. Board of Education of District of Columbia. Brown is heralded as one of the most important racial justice cases of all time. It overturned Plessy v. Ferguson’s longstanding “separate but equal” mandate and ruled that the segregation of students based …

The Broken Promise Of The Idea: How Delays And Disparities Undermine Special Education Rights, Silvia C. Montiel Morales

Washington and Lee Journal of Civil Rights and Social Justice

The Individuals with Disabilities Education Act (IDEA) was enacted to guarantee children with disabilities the right to a free appropriate public education. In practice, that promise is too often broken. Students, especially those from low-income families and communities of color, wait months or years for evaluations, attend underfunded schools that lack qualified staff, and face systemic barriers to enforcing their rights. Meanwhile, families with resources can sidestep delays through private testing, attorneys, and advocacy, leaving others behind. This Note examines how systemic delays, underfunding, and inequities in special education services undermine children’s rights under the statute. It argues that these …

Previsit Ai: A Retrieval-Augmented Generation For Patient Readiness In Clinical Encounters, Rolande Umuhoza

All Graduate Theses, Dissertations, and Other Capstone Projects

With healthcare systems under growing pressure from rising patient volumes and shrinking consultation windows, improving how patients communicate with physicians has become essential to delivering quality care. Yet patients routinely arrive at appointments unable to clearly describe their symptoms, recall their medical history, or articulate concerns, contributing to miscommunication, diagnostic inefficiency, and pre-visit anxiety. This study introduces PreVisit AI, a conversational system designed to address this gap through structured, knowledge-based patient preparation. The system is built on a Retrieval-Augmented Generation (RAG) architecture combining HuggingFace sentence embeddings (all-MiniLM-L6-v2), a Chroma vector store, and Google’s Gemini language model over a curated seven-document …

Bibliography On Indigenous Rights In Canada, 1995-2025, Leslie Haddock, Kent Mcneil

All Papers

No abstract provided.

Recovering From The Ego Death Of The Internet: How The Communications Decency Act Has Shattered Cyber-Libertarianism And The Non-Exceptionalist Move Toward A Brighter Digital World, Peyton Friedlander

Michigan Technology Law Review

For nearly thirty years, the legal framework for analyzing liability for claims of tortious wrongdoing on the Internet has been governed by Section 230 of the Communications Decency Act (“CDA”). However, much has changed since the Act’s inception. Since Congress enacted the CDA, courts have interpreted its provisions far beyond their original meaning, creating a regime that ultimately destroys a prospective plaintiff’s ability to recover the equitable remedies once available to those seeking redress for online invasions of privacy and reputational harms.

As the Internet continues to grow and changes in technology rapidly develop, it is time to re-center equitable …

Operation Midway Blitz: How Federal Immigration Agents Violated International Human Rights, Sarah Dávila A., Alejandra Palacios, Roberto A. Valdez Jr.

Faculty White Papers

No abstract provided.

Modeling French Language Preservation: An Optimal Control Problem, Charlotte Blasi

Scripps Senior Theses

The French language is one of the most globally spoken languages, with over 300 million speakers and designated the official language of 29 nations. French continues to prosper as a result of its titular nations' imperialist history that emphasized linguistic diffusion as well as the support of international organizations dedicated to promoting both the language and the culture of French-speaking nations. In this thesis, we explore the nuanced history of French-speaking countries and one institution dedicated  to promoting the French language, the OIF. We further examine the media mechanism of the OIF and construct a system of Ordinary Differential Equations …

Remembering Choices: Feedback, Memory Accuracy, And Context-Dependent Preference Shifts, Cameryn K A Okamura

Scripps Senior Theses

Preferences are often assumed to be stable across time and context, yet research on cognition and behavioral economics suggests otherwise. The present study examined whether false reminders of prior choices amplify susceptibility to the asymmetric dominance effect, commonly known as the decoy effect, and secondly, whether working memory capacity moderates this relationship. Twenty-one participants completed an online experiment in which they first chose between pairs of everyday consumer products or services before receiving accurate, inaccurate, or no reminders of their earlier selections. They then made new choices from triplet sets containing a target (T), competitor (C), and asymmetrically dominated decoy …

Bridging Evidence To Practice: Development Of An Evidence- Based Occupational Therapy Protocol For Early Rehabilitation Of Adults With Disorders Of Consciousness, Jessie D. Brian

OTD Capstones

Patients with disorders of consciousness (DoC) following critical illness often experience prolonged hospitalization, delayed functional recovery, and limited access to early rehabilitation services. In acute care settings, occupational therapy (OT) plays a critical role in sensory stimulation, positioning, caregiver education, and the promotion of arousal and participation; however, interventions are often delayed or inconsistently implemented. A retrospective review of patient data at Concord Hospital identified low rates of early OT involvement among mechanically ventilated patients with OT orders, highlighting a gap in standardized rehabilitation practices for this medically complex population. The purpose of this doctoral capstone project was to develop …

From Franco To Vox: Historical Memory And The Politics Of Immigration In Spain (2026), Abby Fitzwater

International Studies Undergraduate Honors Theses

Spain’s transition to democracy following the death of Francisco Franco in 1975 prioritized political stability and national reconciliation through the “Pacto del Olvido” (“Pact of Forgetting”), limited public confrontation with the authoritarian legacies of Francoism. This paper examines how unresolved historical memory and nationalist narratives continue to shape contemporary immigration discourse in Spain, particularly through the rise of the far-right political party VOX. Drawing on scholarship surrounding nationalism, historical memory, immigration, and right-wing populism, this study argues that elements of Francoist nationalism persist within contemporary political discourse through narratives emphasizing national unity, cultural cohesion, and territorial defense. Using qualitative discourse …

Natalist Incentives And Stratified Reproduction: Framing Of Reproductive Policies Under The 2025 Trump Administration By Print News Media, Sadie K. Marsh

All Graduate Theses, Dissertations, and Other Capstone Projects

In this research, I seek to analyze the reproductive policies set forth by the Donald J. Trump Administration in the year of 2025. In this analysis, I ask, what role stratified reproduction plays in the framing of the natalist policies by the news media. Secondly, I ask the following questions: 1) What reproductive health issues were centralized in the print news coverage of the 2025 Trump Administration? 2) Does the mainstream news media identify how President Trump’s policies differentially benefit and marginalize individuals in a manner that privileges some mothers over others? To answer these questions, I conducted a qualitative …

Helena María Viramontes’ Under The Feet Of Jesus And Sandra Cisneros’ The House On Mango Street: An Exploratory Analysis Of Female Friendship In The Chicana Feminist Bildungsroman, Patrice Donnelly

All Graduate Theses, Dissertations, and Other Capstone Projects

This exploratory analysis examines female friendships presented in two mid-twentieth century Chicana feminist Bildungsroman, each between a Chicana protagonist and a female friend as foil. One friendship in Under the Feet of Jesus, by Helena María Viramontes, is interracial; the other, in The House on Mango Street, by Sandra Cisneros, is Chicana. Both friendships interrogate the boundaries within mainstream feminism, particularly its monolithic views and complicity with power. Each friendship offers a Chicana feminist perspective centering family and cultural community. The theoretical foundation includes classical and contemporary understandings of Bildungsroman as literary form, Toni Morrison’s American Africanism, …

Churches' Struggles After Receiving Freedom For Its Mission, Július Filo

Occasional Papers on Religion in Eastern Europe

Július Filo, Prof. ThDr. Dr.h.c. Professor of practical theology at the Evangelical Theological Faculty of Comenius University in Bratislava, Slovakia. Bishop emeritus of the Lutheran Churches (1994-2006). Chairperson of the Ecumenical Council of Churches in Slovakia (1994-2005). In his research focusses on renewal of congregational life, missiology, diaconal theology, liturgical theology.

Brace For Impact: Castleman, Bruen, Rahimi, And The Collision Course Of Domestic Violence And Gun Violence Jurisprudence, Gill, Colleen

Santa Clara Law Review

In June 2022, the Supreme Court articulated a new standard of judicial review for Second Amendment cases in New York State Rifle & Pistol Association, Inc. v. Bruen. Though the Court claimed that Bruen’s “history and tradition” standard was consistent with previous Second Amendment analyses, lower courts struggled to apply it. Two years later, the Court revisited Bruen for the first time in United States v. Rahimi. However, Rahimi came with a unique set of facts – at its core, it was a case about domestic violence restraining orders.

This Note uses Rahimi to showcase the limits of the history …

Increasing Oral-Gut Axis Health Literacy In Underserved Communities With Community-Involved, Pantry-Accessible Nutrition Education: A Conceptual Framework And Program, Audrey Kho, Yinon Gankin, Polina Pine

Chemistry: Faculty Publications and Other Works

In metropolitan U.S. areas, health inequities caused by socioeconomic disparity continue to influence oral health, nutritional status, and the risk of chronic diseases. Diets heavy in added sugars and poor in fiber and vital micronutrients are especially harmful to the oral–gut axis, which connects diet, microbial balance, inflammation, and systemic and neurological health. Due to institutional hurdles to health literacy, limited access to preventive health education, and food poverty, these eating habits are more common among low-income individuals. Only 36% of low-income parents in Chicago report being in good health, compared to 75% of parents with better incomes, underscoring the …

Advancing Ethical Innovation In Human–Ai Collaboration: Trust And Legitimacy In Technology-Mediated Teams, Sanket Ramchandra Patole

Human Resource Development Theses and Dissertations

Human Resource Development (HRD) confronts a central paradox in the digital age. The technologies designed to broaden access to learning and collaboration often reproduce the same social hierarchies that HRD seeks to challenge. Artificial intelligence (AI), digital collaboration platforms, and algorithmic management are widespread features of organizational life. Yet these systems do not generate inclusive outcomes for all workers. Women of Color (WoC), situated at the intersection of racialized, gendered, and technological structures, experience digital transformation as both possibility and constraint. They encounter opaque decision systems, diminished authority in virtual teams, and digitally-mediated microaggressions, while also developing new capacities for …

Per My Last Email: Analyzing Social & Emotional Cues In Digital Workplace Communication, Lauren Hunt

Theses, Dissertations and Culminating Projects

As virtual work arrangements expand and email becomes an increasingly central workplace communication tool, the function of virtual communication norms provide valuable insight into workplace email dynamics. This study draws from social information processing theory, expectancy violations theory, and channel expansion theory to model how behavioral and linguistic features associated with virtual communication norms shape email perceptions and downstream conflict. The present research examines key communication features from real workplace email threads. Specifically, I extracted response time, sentiment, and linguistic mimicry (e.g., text length, word use), using Natural Language Processing techniques. Data was collected from 461 participants, resulting in 245 …

Seeking The Goodness In Culturally Responsive Practices Of New Jersey Suburban Public Elementary Teachers, Kimya S. Jackson

Theses, Dissertations and Culminating Projects

In the United States, suburban elementary schools continue to diversify, while teaching staff remain predominantly White, creating urgency for culturally responsive practices (CRP) in non-urban settings (Stanford, 2023). In this study, I examined CRP’s goodness enacted by four teachers in New Jersey suburban elementary schools, a context shaped by state mandates for diversity and inclusion (New Jersey Department of Education (NJDOE), 2022). The question guiding my research was: In what ways do New Jersey suburban elementary (kindergarten through fifth grade) schoolteachers engage in culturally responsive practices? Using Lawrence-Lightfoot and Hoffman Davis’s (1997) portraiture methodology, I developed portraits of four suburban …

Closing The Literacy Gap: Comparing Student Outcomes Based On Three Phonemic Awareness Programs, Juanita Diaz

Selected Full Text Dissertations, 2011-

The nationwide literacy crisis has been in existence for decades. Numerous governmental acts, research, and studies have yet to positively affect the nationwide literacy policies and instruction in schools. The Science of Reading, a body of research from many disciplines inclusive and exclusive of education, has illustrated how structured literacy can positively affect reading outcomes. One of the skills under literacy, phonemic awareness, is an instrumental foundational reading skill that researchers have identified as critical to early literacy and eventual reading proficiency. Historically, many districts have not been mandated to utilize instructional tools or practices grounded in research or evidence. …