Digital Commons Network^™

Automatic Glossing In Under-Resourced Languages: Case Studies In Bribri And Cook Islands Māori, Carter D. Anderson

Linguistics Undergraduate Senior Theses

Interlinear glossing is a major task in Indigenous language documentation. In this paper, I explore how effectively two Large Language Models, ByT5 and Gemini 2.5 Flash, can produce interlinear glossed text. I also examine how prompting an LLM with different types of information (dictionary entries, other training samples, and translations) can augment model performance. I apply these models to two under-resourced Indigenous languages: Bribri, which is morphologically complex from Costa Rica, and Cook Islands Māori, which has a simpler morphology and is from the Cook Islands in the Pacific Ocean. ByT5 exhibits much better performance when glossing Cook Islands Māori …

Computational Contrast Of Argument-Adjusting Operations In Cook Islands Māori: An Initial Exploration, Daisy Li

Linguistics Undergraduate Senior Theses

This paper presents the first corpus study of the semantic and syntactic features of active, actor emphatic, and passive constructions in Cook Islands Māori, a Polynesian language of the Cook Islands. Using computational techniques, including Universal Dependencies parsing, this project identifies and evaluates these constructions in corpus data. The actor emphatic construction is of particular interest because it is only found in Eastern Polynesian languages. However, it has historically been difficult to study due to its cross-linguistic variability and relative infrequency. This study compiles, to my knowledge, the largest corpus of Cook Islands Māori actor emphatic sentences to date, analyzing …

The Unspoken And The Unseen: An Analysis Of Victim Gender And Linguistic Framing Of Sexual Assault In Judicial Discourse, Sarnika Ali

Quantitative Social Science Undergraduate Senior Theses

Sexual assault is a profound legal and social crisis. However, it is also fundamentally a linguistic one. The words used, or conspicuously not used, to describe victims, perpetrators, and their actions are not neutral arbiters of fact. They are powerful mechanisms that shape perceptions of harm, attributions of blame, and assignments of credibility. The central battleground for survivors is credibility, and while a “credibility discount” is often applied to female victims, the male victim is rendered nearly invisible. This research is therefore guided by one central, overarching question: how does a sexual assault victim’s gender influence the judicial language used, …

Transforming Equity: A Systemic Analysis Of The Equity Model Of Social Justice Education Through The Lens Of Conflict Transformation Theory, Precious J. Golden

University Honors Theses

Current pedagogical theory and practices grounded in social justice aim to rectify systemic barriers to equity, yet despite decades of teaching through a social justice lens, social inequality and cultural division are on the rise.  "Justice," as a noun, has several meanings (Cambridge Dictionary). It can mean "judge", "law," or "fairness," and justice, no matter its meaning or its need, is achieved through methods of conflict resolution and conflict transformation. This inquiry seeks to present conflict transformation as a radical means of achieving transformative social justice, bringing voice to the voiceless and oppressed, and rectifying the contradictions in the current …

From Principal To Behavioral Health Ceo: Lessons Schools Must Learn About Student Mental Health, Anthony S. Felder

Essays in Education

Schools across the United States are increasingly functioning as front-line mental health systems, often without adequate preparation, staffing, or clinical training. This essay draws on the author's lived experience as a former school principal, doctoral scholar in educational leadership, licensed clinical social worker, and current behavioral health chief executive officer to examine the intersection of K-12 education and youth mental health. Grounded in trauma-informed care, restorative practice, and family-centered systems of support, the essay presents five evidence-based lessons that school leaders must consider to meet students' evolving social-emotional needs. These lessons address the limitations of punitive discipline, the urgent need …

Words Can Hurt: A Review Of Racial Microaggressions And Their Effects On Cortisol Level, Edgar Perez-Lopez

McNair Research Journal SJSU

The study examines the impact of racial microaggressions on cortisol levels,

highlighting inconsistent findings across various research methodologies.

Microaggressions--subtle discriminatory actions--are linked to stress and

can raise cortisol levels, a hormone released in response to stress. Some

studies suggest that frequent microaggressions blunt cortisol response,

making it less available for future stressors, while others reported increased

cortisol levels. The divergence in results may be due to differences in

research designs, such as cross-sectional, interpersonal research, or

nomothetic, versus longitudinal, intrapersonal research, or idiographic

approaches. Combined, the results of each type of research proves chronic

and acute impact of microaggressions. The …

Understanding Parents Perceptions Concerning Division I Student-Athlete Mental Health, Jonathan M. Casper, Jason Bocarro, Marie Amidon

Journal of Issues in Intercollegiate Athletics

Collegiate student-athletes (SAs) frequently underreport mental health concerns and are less likely to seek professional support compared to their non-athlete peers. Given the substantial emotional and academic support parents provide, this study examined NCAA Division I parents’ perceptions of their student-athletes’ mental health and overall well-being, as well as their awareness and perceptions of available mental health services. An online survey (N = 178) was administered across two Division I universities. Parents reported considerable concern regarding mental exhaustion, anxiety, academic pressures, and future planning. They also identified sport-specific stressors, including relationships with coaches, playing time, team dynamics, and injuries. Although …

Congestion Pricing: A Comprehensive Look At International Congestion Pricing Models And Applying Them To The United States, Ian Ertel

Electronic Theses and Dissertations

Urban traffic congestion imposes large costs through wasted time, excess fuel consumption, air pollution, and lost productivity. Although congestion pricing has been recognized as the economically efficient remedy since Pigou and Vickrey, implementation has been rare. This thesis examines the conditions under which congestion pricing succeeds by analyzing three pioneering cases: London, Singapore, and New York City. Across all three, charges reduced traffic volumes and improved speeds within the priced zones. Benefits extended beyond cordon boundaries, with measurable improvements on untolled suburban roads. The distributional effects depended on how revenues were recycled rather than on the charge itself. Political viability, …

The Dictatorial Public Goods Game, Gabriele Camera, Gary Charness, Nir Chemeya, Ro'i Zultan

ESI Working Papers

We propose a novel game, the Dictatorial Public Goods Game, to study the interplay between collective resource generation and centralized provision of public goods. After making choices in a standard Voluntary Contribution Mechanism (VCM), one player is selected from the group to administrate the contributions: either provide the public good or expropriate the collected resources for personal gain. We find that adding this centralized mechanism reduces efficiency compared to the standard VCM. Although higher contributions increase the material incentive to expropriate, they lead to more provision. Thus, pro-social choices in the contribution and in the provision stages act as …

Induction Programming For Novice Special Education Directors: The Significance Of Informal Supports In The Absence Of Formal Structures, Julie E. Rottier-Lukens

Electronic Theses and Dissertations

The role and responsibilities of a special education director are unique and highly complex when compared to other district-level leadership roles. Since the Individuals with Disabilities Education Act (IDEA) passed in 1975, states gradually increased requirements for certification of these administrative roles, more clearly defining the criteria and standards to incorporate within preparation programs. Despite improvements in preparation programs for special education directors, there continues to be variation in preparation and certification requirements across states and persistent challenges with shortages of special education directors. After completing a preparation program, what support exists for novice special education directors to help them …

Identity-Conditioned Rewards For Gender Quotas In Autocracies: A Cross-National Conjoint Experiment, Zixuan Diana Wang

Quantitative Social Science Undergraduate Senior Theses

Do gender quotas in autocracies increase international public support for providing foreign aid to those regimes, and are such rewards conditioned by identity? A recent study by Bush et al. (2024) finds that quotas increase public support for foreign aid to autocracies among the U.S. public. I replicate their study beyond the U.S. to test the generalizability of their findings. I also extend their study by examining how religious and racial identities condition the reputational benefits associated with quotas, as recent studies show that identity shapes foreign aid preferences and support for democracy. I fielded a harmonized conjoint experiment in …

Quantifying Terrain Controls On Satellite-Based Snow Water Equivalent Estimation: A Spatially Explicit Machine Learning Approach, Brant Giovannetti

Geography and the Environment: Graduate Student Capstones

Terrain variables are widely incorporated into machine learning Snow Water Equivalent (SWE) models but are rarely evaluated for their independent contribution relative to spectral predictors. Using a four-tier stepwise Random Forest framework with Harmonized Landsat Sentinel-2 imagery and Airborne Snow Observatory LiDAR ground truth, this study isolates the contribution of elevation, slope, northness, and eastness across Peak and Ablation snowpack regimes in the East Taylor River Watershed, Colorado. During peak snowpack, adding terrain improved R² by 0.214, with elevation alone accounting for 42.8% of model importance. During ablation, full-dataset terrain gains were modest, increasing R² by only 0.036. However, when …

Making Sense In Trump's America: How Material Concerns And Affective Reactions Are Used To Construct Motivated Realities, Benjamin E. Southworth

Sociology Undergraduate Senior Theses

No abstract provided.

Neoliberalism & The Care Economy: Exploring The Gendered Impacts Of Social Protection Systems, Rachel Carruthers

Electronic Theses and Dissertations

This thesis examines how neoliberal transformation of social protection policy influences gender dynamics within the care economy. Care is necessary for well-being, but traditionally excluded from economic thinking. This thesis completes a historical overview of how care has been incorporated or excluded by different economic paradigms and is anchored in feminist political economy that emphasizes care as a central consideration. A comparative analysis across California, Texas, and Sweden demonstrates how social protection, specifically access to paid parental leave, varies across regimes and results in inconsistent care outcomes. The findings suggest that social protections can reduce some inequalities, but inadequately address …

Tracing The Flow Of Value In Ecotourism: A Case Study Of Lekki Conservation Center, Lagos, Nigeria, Queen Oluwatobi Olafadehan

Electronic Theses and Dissertations

This study examines the flow of value in ecotourism at Lekki Conservation Center (LCC) in Lagos, Nigeria, using a political ecology framework to analyze how economic benefits, participation opportunities, and environmental impacts are distributed among different community groups. Drawing on semi-structured interviews with 16 community members, participant observation, and photographic documentation, the study investigates how surrounding communities perceive and experience ecotourism, how revenue is understood to be distributed, and in what ways communities are included in or excluded from conservation decision-making. The findings reveal that ecotourism at LCC generates benefits that are unevenly distributed, that community participation in governance remains …

More Than "Programs For Women": Centering Incarcerated Women's Voices In The Evaluation Of Prison Programming, Winter Ohara-Frantz

University Honors Theses

This thesis examines whether correctional programming in women's prisons reflects the self-identified goals and aspirations of incarcerated women. Existing research demonstrates that prison programming can provide meaningful benefits, including skill development, emotional growth, and preparation for reentry. However, much of this scholarship evaluates women based on institutional outcomes rather than asking whether available programs align with women's own educational, vocational, and personal goals. Drawing on survey responses from 23 formerly incarcerated women across the United States, this mixed-methods study explores participants' experiences with vocational, post-secondary, parenting, and other correctional programs. Quantitative findings indicate that while most respondents viewed programming as …

Testing Potential Correlations Between Childhood Lead Exposure And Authoritarianism In Adulthood, Kragen Anderson

University Honors Theses

A significant body of research links lead exposure during childhood to negative effects ranging from increased impulsivity to societal level effects such as an increased likelihood of committing violent crime in adulthood. Due to exposure vectors such as lead water pipes, lead solder, lead based paints, and leaded gasoline there was significant lead exposure during childhood for large portions of the American population. This paper tested and found a statistically significant association between average population level lead exposure in childhood and likelihood of voting for candidate Trump later in life.

Defying Impossibility: Critical Qualitative Reorientations To Black Lgbtqia+ Sense Of Belonging, Olivia H. Hunte

Electronic Theses and Dissertations

Belonging is a human need central to survival and can be cultivated within all spheres of life. Social environments are vital for experiencing a sense of belonging. In some social environments, Black LGBTQIA+ people encounter greater impediments to their daily lives with consequences for survival, including threatening their belonging needs. Within the United States, systems of oppression create and inform conditions within social environments that can potentially thwart pathways to belonging for Black LGBTQIA+ people. Thus, fulfillment of belonging needs for Black LGBTQIA+ people is one of nuance, pain, resilience, hope, harm, trauma, resistance, and healing; scant research is available …

Higher Education Institutions In U.S. Blockchain Innovation Governance Documents, Clarissa Terracciano

Electronic Theses and Dissertations

Blockchain technologies have attracted growing attention as an evolution of digital recordkeeping, prompting interest in higher education governance, credentialing, and data management. Yet, no systematic analysis exists on how U.S. government blockchain documents define institutional roles and governance authority within higher education institutions. As the national blockchain innovation system expands through governance infrastructure, the inclusion of higher education institutions as governing actors is imperative for coherent and equitable deployment. This qualitative study examines what roles the U.S. government blockchain documents assign to higher education institutions within the national blockchain innovation system.

Using innovation systems theory, particularly the triple-helix model of …

Granular Phenotyping Of Neuromuscular And Cortical Adaptation In Elite Judo Athletes: A Three-Group Experimental Analysis Using Eeg And Emg Markers, Magdalena Prończuk, Dariusz Tadeusz Skalski, Wirginia Likus, Łukasz Jaworski, Adam Maszczyk, Kinga Łosińska

Baltic Journal of Health and Physical Activity

Background: Inter-individual variability in neuromuscular and cortical adaptation presents a significant challenge for the personalization of neurofeedback protocols in elite sports, particularly in judo. Objective: This study aimed to identify distinct adaptation phenotypes in elite Polish judo athletes by integrating electrophysiological and performance-based measures following an EEG biofeedback intervention. Materials and methods: Twenty-four male athletes from the Polish national judo team completed a 15-session EEG biofeedback protocol targeting frontal alpha asymmetry. Post-intervention assessments included surface EMG amplitude (RMS), median frequency (MF), percentage EMG change, composite EEG indices (EEG_SUM), and normalized lower-limb strength. A composite Global Adaptation Index (GAI) was used …

Differentiation Of Self As A Therapist Effect In Couple Therapy, Nathan D. Knebel

Theses and Dissertations

Murray Bowen proposed that a therapist's level of differentiation of self influences therapeutic effectiveness, particularly in clinically distressed relational systems. Although existing literature has demonstrated that therapist effects account for a meaningful portion of variance in couple therapy outcomes, differentiation of self has received limited empirical attention as a therapist-level predictor. The present article proposes a framework for empirically examining Bowen's hypothesis by investigating whether therapist differentiation predicts trajectories of couple relationship quality across treatment. Additionally, the article explores theoretical pathways through which therapists may increase their level of differentiation, assuming Bowen's hypothesis is supported.

Examining Data Access Gaps For Tribal Epidemiology Centers: Qualitative Interviews And A 50-State Syphilis Data Audit, Kathleen P. Conte, Ashley Hoover, Levi Mattoon, Brigg Reilley, Jessica Leston

Homelessness Research & Action Collaborative Publications and Presentations

Context: Federal law establishes American Indian and Alaska Native Tribes and Tribal Epidemiology Centers (TECs) as public health authorities with rights to state data to conduct public health activities. Tribal authorities, however, struggle to access public health data.

Objectives: To examine TECs’ access and barriers to public health surveillance data, and using syphilis as a case study, to assess data availability and timeliness nationwide.

Design: In-depth qualitative interviews and a desk audit of syphilis data by states.

Setting: All 12 TECs who collectively provide epidemiologic and public health support to 574 Tribes and 41 Urban Indian Centers nationwide.

Participants: Sixteen …

Fatherhood In Egypt: Identity Formation And Role Theory Perspectives, Mahmoud Nasr Gawdat

Theses and Dissertations

Fatherhood is a central yet under-researched dimension of family life in Egypt, particularly from a psychological and identity-based perspective. This study explores how Egyptian fathers construct and experience fatherhood through the lenses of identity theory and role theory. Using a qualitative research design, seven focus groups were conducted with 43 Egyptian fathers to examine the meanings they attribute to fatherhood, their perceived roles, challenges, support systems, and personal transformations. Thematic analysis revealed six interconnected themes: (1) describing the father’s role, (2) learning the father role, (3) social and cultural influences on the father role, (4) meaning of being a father, …

Women And Wars: Understanding Women’S Political Empowerment Post- Conflict In France, Lebanon, And Sierra Leone, Alaa S. Sayed

Theses and Dissertations

This thesis attempts to discusses how conflict can be a time of change for women and how conflict can be a crucial aspect for change and improvement. Conflict provides a chance for the women to witness and experience the disruption of gender roles, which was a common practice during wartime, as women were placed in roles that were not officially theirs, according to what society adheres to or ascribes as acceptable roles for women. The conflict is presented as a “window” of opportunity. However, the reality of the situation of this “window” is not uniform across all post-conflict societies; the …

Breaking The Silence: A Content And Expert Analysis Of The 2025 Ramadan Series Lam Shamseya's Framing And Subversion Of Child Sexual Abuse Discourse In Egypt, Maya Abouelnasr

Theses and Dissertations

This thesis analyzes how the 2025 Egyptian TV series Lam Shamseya served as a sociocultural intervention and awareness platform for reframing and subverting the typical child sexual abuse (CSA) discourse in Egypt. Using a mixed-methods approach, the study triangulates framing theory and two complementary tools of the critical discourse analysis (CDA) and the circuit of culture model through a scene-level content analysis of 304 scenes across all 15 episodes of the series and ten semi-structured interviews with media experts, media practitioners, and psychologists. Key findings include reported corroboration of subversion of traditional tropes and archetypes, as well as reframing of …

The Style Of Decision: Consumer Wisdom And The Mediating Role Of The Heuristic-Systematic Model Of Information Processing In Clothes Shopping, Nourane Sakr

Theses and Dissertations

Rationality and emotions are often treated as opposing forces in decision-making. Yet what if the more productive question is not which one prevails, but how a balance between the two might be achieved? Wisdom offers precisely this kind of integrative paradigm. Wisdom is a central trait for self-development; yet, little has been explored on Consumer Wisdom from a communications perspective. The theory has been initially examining ecology principles with an extensive space in consumer behavior and marketing practices. This research approaches consumer wisdom in online fashion advertising context whilst understanding the common information processing modes; evoked by the mediation of …

Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef

Theses and Dissertations

Corporal punishment (CP) and severe physical punishment (SPP) remain a major public health, child rights, and child protection policy concern. In Egypt, despite legislative reforms, survey-weighted analysis of the 2021 Egypt Family Health Survey (EFHS) 2021 (CAPMAS, 2022) reveals prevalence rates of 60.5% for CP and 27.4% for SPP among children aged 1–14 (author’s calculations using EFHS-2021, n=7623), yet evidence distinguishing the determinants of routine corporal punishment from escalation to severe physical punishment remains limited in low- and middle-income contexts. Guided by Bronfenbrenner’s ecological framework, this mixed-methods study identifies key drivers of CP and its escalation to SPP among Egyptian …

Seeing A Future Where I Exist As Myself: An Exploration Of Suicidality As A Response To Sociopolitical Oppression In Transgender And Gender Expansive Populations, Alexander Ray Sequoia

University Honors Theses

Suicide is often considered a mental health issue alone. For Transgender and gender non-conforming (TGNC) people, suicide can be a response to erasure of self and living under oppression conditions. The sociopolitical climate in the United States (U.S.), has become more hostile for TGNC people, along with legislative action that criminalizes their existence. This project explores the intersections of identity and nuances of suicide and death. The present study consists of 14 semi-structured interviews. This study examined the intersections of gender and culture on suicide responses, highlighting the importance of culturally relevant and community-led support for Transgender and gender expansive …

The Politics Of Recognition: Charismatic Authority And The Restoration Of Male Purpose, Gabriel A. Brigham

Sociology Undergraduate Senior Theses

This thesis examines how three prominent charismatic figures, Donald Trump, Andrew Tate, and Jordan Peterson, convert experiences of epistemic dislocation into ideological belonging among a specific subset of men experiencing status anxiety, social isolation, and institutional distrust. Drawing on social identity theory, epistemic injustice theory, affect control theory, and Weberian charismatic authority, the study develops a theoretical model called the Epistemic Pathway to Digital Belonging, which describes radicalization-adjacent persuasion as a sequential process of epistemic and emotional repair. Through this framework, perceived identity threat produces interpretive instability and negative self-sentiments, instability produces recoil from mainstream discursive spaces, recoil produces an …

Emotion Work In Emergency Communication Workers: A Mixed-Methods Analysis On Well-Being, Katherine Luann Sweeney

ETDs from 2020-2029

Emergency communication workers play a vital role in public safety and healthcare, but they are frequently an overlooked population when studying well-being. With a survey sample size of N=336, and an interview sample size of N=24, this dissertation utilizes a mixed-methods approach to explore what kind of factors influence dispatcher well-being. The mixed-methods findings lead to three important outcomes. First, there are detrimental consequences of shift work on dispatchers’ overall health. Second, dispatchers report high levels of emotional exhaustion, stress, and trauma exposure. The qualitative findings suggest that the rewards associated with helping people outweigh the mental health consequences. Lastly, …