Digital Commons Network^™

Real-Time Instruction Internalization For Large Language Models, Brenden Smith

Theses and Dissertations

For the end user, Large Language Models (LLMs) are programs that process natural language inputs into natural language outputs. In popular usage, this tends to take the form of conversation: a user asks a question, provides information, or gives instructions, and the LLM (hopefully) replies in a manner we would expect of an informed and compliant person. While convenient and intuitive for users, this natural conversational format encourages the misconception that LLMs are learning from conversations, when they do not. This work presents the benefits and practicality of a language model paradigm that meets this user expectation -- that is, …

Literature Review: Exploration Of Dance As Both A Formidable Method Of Research, And Form Of Therapy In Processing Culturally Traumatic Events, And Its Potential Intersections With What Is Socially Understood As “Civil, Rights, Movement”, Juanita Ramey

Expressive Therapies Theses

The goal of this thesis is to examine the civil rights movement in sociopolitical and embodied contexts. Positioning dance as a method of data collection, analysis, and interpretation; as well as a competent means of trauma-informed intergenerational healing. It builds upon the principles of arts-based research, dance/movement, therapy, polyvagal theory, and the body as an informed living archive of social experiences. Somatic resilience and embodied activism as seen as a vital part of the fight for humanitarian relief and social change. This is seen in the exploration of cultural understanding of civil, rights, and movement etymologically in the overcurrent of …

The Impact Of Tgfβ Conditioning And Socs3 Expression On Cytokine Signal Transduction And Inflammatory Gene Expression In Fibroblasts, Morgan Anderson-Crannage

NYMC Student Theses and Dissertations

Inflammation is a major driver in many aspects of recessive dystrophic epidermolysis bullosa (RDEB) pathology, including impaired wound healing, fibrosis, and potentially cutaneous squamous cell carcinoma development. Fibroblasts, as key stromal cells in the dermis, are responsible for orchestrating inflammatory responses through the secretion of cytokines and chemokines upon stimulation with IL-1α or IL-6. Suppressor of Cytokine Signaling 3 (SOCS3) functions as a negative feedback regulator of cytokine signaling and has emerged as a key modulator of inflammatory responses in immune cells and fibroblasts. Transforming Growth Factor Beta (TGFβ), a known driver of fibrosis in RDEB, has been implicated in …

Crowding In Private Capital For Climate Adaptation In India, Shreya Bajaj

Master in Public Policy Theses

Reports show that India is highly vulnerable to climate change. Mitigation efforts alone cannot address these risks, and adaptation remains essential. Yet while much of the existing literature documents the adaptation finance gap, it offers less practical guidance on where private capital can realistically be used and what institutional arrangements are needed to make it work. This paper tries to address that gap in the Indian context.

This paper examines three adaptation finance use cases through which private capital could support climate adaptation and resilience in India: parametric disaster risk transfer, pooled municipal finance, and water fund. For each issue, …

A Just Reimagining Of The Loss & Damage Fund, Sarah Cheung

Master in Public Policy Theses

The Fund for Responding to Loss and Damage (FRLD), established at COP28 in 2023, represents a historic diplomatic breakthrough in multilateral climate finance, yet its design reflects the compromises necessary to secure political agreement rather than a just institutional architecture. This thesis evaluates the FRLD and two prominent reform proposals—the Bridgetown Initiative 3.0 and Esther Duflo's Grand Bargain—against a novel framework that provides a more precise way to evaluate the “justness” of different arrangements. This framework encompasses three dimensions: compensatory, distributive, and procedural justice. [JS1] A dimension of justice is achieved in a two-fold manner; first, through rhetorical commitments in …

The Regionalization Of The North American Auto Industry: A Comparative Analysis Of Automotive And White Goods Trade Under Nafta And The Usmca, 1990-2024, Helen Alexandra Helfgott

Master in Public Policy Theses

This research examines whether the auto-specific provisions introduced under the North American Free Trade Agreement (NAFTA) and the US-Mexico-Canada Agreement (USMCA) have had a measurable regionalizing effect on North American export flows. The USMCA's auto-specific provisions, established in the rules of origin requirements (ROOs), increase regional value content requirements (RVC) while imposing new requirements for labor value content (LVC), steel and aluminum sourcing, and core parts. This research assesses whether these provisions are associated with a distinctive pattern of intra-regional export concentration not present in other sectors.

The study employs a descriptive comparative framework using data from UN Comtrade, spanning …

The Offense-Defense Balance And The Modern System In Ukraine, Daniel Hogestyn

Master in Public Policy Theses

This thesis evaluates whether the Russo Ukrainian war represents a revolution in military affairs (RMA) by testing Stephen Biddle’s "modern system" theory of battlefield outcomes against recent combat operations. Applying Biddle’s formal model to the 2023 Ukrainian offensive in Zaporizhia, the thesis finds that the offensive's failure conforms closely to Biddle’s causal logic, with force employment variables drawn from 20th century combat sufficient to account for the outcome. Biddle's model in military power argues that force employment has explained victory and defeat since World War I, rather than technology or numerical preponderance alone. Many commentators claim that proliferation of small …

Towards Critical Agency: A Case Study Of Japanese Peacebuilding And Development In The Bangsamoro, Hana Soma

Master in Public Policy Theses

Asking “In what ways have anthropological methods been part of Japan's peacebuilding and development interventions in the Bangsamoro?”, this research hopes to make a contribution to the study of anthropology and development and their practical application by exploring the possibilities of the role of an anthropological approach in making sense of modern-day development programs, particularly through the case study of Japan’s peacebuilding-through-development efforts in the Bangsamoro. After outlining the research question as well as the design and methodology used to answer it and an overview of the histories of dispossession and the Japanese relationship to Mindanao, the essay …

Improving Explainability And Interpretability Of Neural Networks Via Hyperparameter-Extended Influence Functions, William Breslin

Dissertations and Theses

Understanding how model predictions and training outcomes vary with changes in data, features, and modeling choices is central to explainable artificial intelligence. This dissertation introduces a unified framework for explainability by generalizing classical influence functions to encompass user-defined hyperparameters embedded in the training loss, model architecture, or data representation. By extending influence functions in this way, the framework broadens their applicability and integrates multiple explainability techniques into a single, coherent approach. It provides a common mathematical foundation linking data impact, feature importance, and model design analysis, and supports a broad class of additional explainability analyses beyond these settings. The demonstrated …

Increasing Near-Miss Reporting: An Evidence-Based Approach, Rosalud H. Sanchez-Lozada

Doctoral Projects

Near-miss events, defined as errors intercepted before reaching the patient, offer valuable opportunities for learning and prevention, particularly in high-acuity intensive care units (ICUs). Despite the availability of electronic reporting systems and national emphasis on patient safety, near-miss reporting remains inconsistent in many critical care settings. This Doctor of Nursing Practice (DNP) quality improvement project evaluated the impact of a structured educational intervention on near-miss reporting within a cardiovascular intensive care unit (CVICU) at a large academic medical center. A single-group pre–post design was used to examine changes in reporting trends following a three-week intervention that included staff education, leadership …

Enhancing Maternal Hypertension Education And Screening, Elysse R. O'Brien, Nancy Semenza, Cynthia Bednarchik, Cheryl Brown

DNP and Student Works

Problem Statement: Maternal morbidity and mortality are a crucial health concern in the United States. Explicitly, in Illinois, from 2008-2017, there was an average of 75 women who died each year amid pregnancy or within one year of pregnancy, with the highest number, 103, reported in 2017 (IDPH, 2021). The Illinois Department of Public Health was the primary reporting organization used for research purposes, as this pertains more towards the DNP project, since the project was implemented in Illinois. Given the significance of this parental health issue, this student has chosen to implement a Doctor of Nursing Practice (DNP) project …

Reluctant Ratifiers: New Jersey’S Partisan Politics During Reconstruction, 1863-1873, Steven Michael Henderson

Theses and Dissertations

On March 31, 1870, Thomas Mundy Peterson cast a historic vote in Perth Amboy, New Jersey, becoming the first African American in the United States to vote under the Fifteenth Amendment. His vote occurred in a state that had resisted the very constitutional changes that made it possible. New Jersey and Reconstruction, 1863–1873 examines this contradiction, exploring how a loyal Union state became one of Reconstruction’s most reluctant participants before ultimately accepting its reforms. This thesis argues that New Jersey reflected broader Northern divisions during the Civil War and Reconstruction. Despite supporting the Union, the state resisted Abraham Lincoln’s leadership …

Exploring Intimate Partner Relationship Satisfaction Among Women Who Have Experienced Discrimination And Childhood Trauma, Rachel L. Gaglio

Dissertations

Objective: Connections may exist between intimate partner relationship satisfaction outcomes and experiences of childhood trauma and discrimination among women. The majority of existing research highlights individual trauma impacting relationship satisfaction that includes military experience, childhood trauma, domestic violence, and sexual assault, yet there is a gap in research which expands on both childhood trauma and discrimination endured among women in relation to intimate partner relationship satisfaction outcomes, as they relate to intimacy and closeness and resolving conflict and arguments. The present study explored the links between childhood trauma and discrimination experienced by women and their connection in intimate partner relationship …

Techno-Economic Assessment And Life Cycle Analysis Of Electrocatalytic Reduction Of Co2 To Ethanol., Omotolani Elizabeth Oduyebo

LSU Master's Theses

This study presents a techno-economic analysis (TEA) and life cycle assessment (LCA) of the electrocatalytic reduction of CO₂ to ethanol, a multi-carbon (C₂) product with significant market value. Prior TEA studies have relied on simplified lump-sum separation cost estimates, and prior LCA studies have rarely examined the combined effect of CO₂ source and electricity supply on carbon intensity gaps that this work addresses through process-simulation-grounded analysis. An Aspen Plus process simulation was developed for an anion-exchange membrane (AEM) electrolyzer system coupled with an extractive distillation separation train using ethylene glycol as the entrainer, achieving 99.9 wt.% ethanol purity …

Models, Agency, And Expectations: A Mixed-Methods Study Of How Character Develops In Middle School, Aaron J. Schwindt

LSU Doctoral Dissertations

This explanatory sequential mixed-methods study investigated how character develops among middle school students at an international school recognized as a "National School of Character." Despite significant investment in character education (CE), a lack of formal evaluation exists, particularly regarding the process of development during the critical middle school years, a period of intense neurological and social change. Grounded in Bandura's Social Cognitive Theory (SCT), this study aimed to (1) understand how character develops, (2) compare development before and after program enhancements, and (3) assess the program's impact on discipline. Phase 1 collected Character Growth Index (CGI) survey data from students …

Geometric Structure In High-Dimensional Representations: Theory And Applications To Language, Jiayi Chen

Dartmouth College Ph.D Dissertations

This thesis develops a geometric perspective on high-dimensional representations, motivated by applications to language. Rather than treating representations solely as inputs to predictive models, we view them as structured objects whose geometry encodes meaningful information. In particular, we argue that such representations exhibit organization at multiple scales: at a global level, metric and clustering structure capture relationships such as genre, authorship, and discourse; at a local level, geometric quantities such as intrinsic dimension and curvature describe how these relationships vary across the space.

To study these phenomena, we combine empirical analysis with theoretical development. On the empirical side, we examine …

Stablecoins, Geopolitical Shocks, And Imperfect Arbitrage: A Case Study Of Türkiye, Vincient Arnold

Master in Public Policy Theses

On March 19, 2025, a key Turkish opposition political figure was unexpectedly arrested on what were presumed to be politically motivated charges. In response, the lira depreciated sharply. Meanwhile, Türkiye has a large and active dollar stablecoin market. Using a time series dataset of trade-frequency Tether vs. lira trading, I exploit this natural exogenous geopolitical risk-off event to investigate the response function of stablecoin traders active in Türkiye to this shock. I find that the shock is associated with a large (5.33% ) abnormal depreciation of the lira. Further, I show that the shock is associated with an abnormal widening …

Uneven Ranks: Geographic Deepening Of The All-Volunteer Force, Christine Hogestyn

Master in Public Policy Theses

Who is enlisting in Fiscal Year 2025, and what state-level characteristics are associated with military enlistment rates, service selection, and recruit quality? This study documents the geographic landscape of U.S. military accessions during a period of recruiting recovery, filling a gap in the literature by providing a current, empirical description of who enlists and from where in today’s All-Volunteer Force. Drawing on personnel data from the Department of War, the U.S. Census and Bureau of Labor Statistics estimates, and a federal dataset of military installations, I analyze 203,987 new accessions across the Army, Navy, Air Force, and Marine Corps from …

Silicon Rivalry: Understanding The U.S.-China Ai Competition In Southeast Asia, Daniel Christopher Kent

Master in Public Policy Theses

In the rising global strategic competition between China and the United States, artificial intelligence (AI) has taken on a special significance given its potentially transformative impact upon economics and security. Yet while the dialogue around the “AI race” is typically centered on foundational model capability enhancement, application in security contexts, and chip design and manufacturing, there is much less attention paid to its impact on geopolitics. In particular, AI diplomacy—the work of a state to spread its model of AI governance, evangelize its AI companies, and develop critical AI interdependencies and linkages around the world—is far less studied. Nowhere is …

Global Health Financing Of Diagonal Interventions: Building Resilient And Sustainable Health Systems In Sub-Saharan Africa, Lucy Kim

Master in Public Policy Theses

Background: Global health financing has historically prioritized disease-specific “vertical” programs over broader “horizontal” strengthening of general health systems. Vertical programs in HIV have led to unprecedented reductions in mortality worldwide, but HIV remains a significant public health threat in sub-Saharan Africa, where vertical strategies have long been criticized for creating fragmented health systems. In response, global health strategies have shifted towards combining vertical investments with broader horizontal activities, commonly referred to as “diagonal” programming. While evidence suggests that diagonal programming has the potential to create more resilient and sustainable health systems, evaluating its value for money is challenging due to …

The Digital Rentier State: Saudi Arabia, George Ngoh

Master in Public Policy Theses

As artificial intelligence reshapes Great Power Competition, control over digital infrastructure has become a key measure of global hegemony. In this context, Saudi Arabia is using its Vision 2030 strategy to pivot from traditional hydrocarbon reliance toward diversification into the AI and emerging technology sector, seeking to secure a position of power in an increasingly multipolar world.

This thesis analyzes whether Saudi Arabia’s AI investments signal a transition away from traditional resource rentierism or the creation of a new digital rentier model. Through primary and secondary research, this study argues that the Kingdom is establishing a sustainable pathway toward a …

Beyond The Ban: Chhaupadi Abolition And The Governance Of Menstrual Autonomy In Western Nepal, Nikita Paudel

Master in Public Policy Theses

This thesis examines how two decades of efforts to abolish chhaupadi have shaped the everyday conditions under which women and girls experience menstruation in western Nepal. Chhaupadi, commonly understood as menstrual seclusion, has been addressed through Supreme Court directives, national policy, criminal law, municipal implementation instruments, hut demolition campaigns, public health programming, and rights-based advocacy. Yet the practice has persisted, adapted, and in some cases moved into less visible spaces. Rather than treating this as a simple gap between law and practice, this thesis asks how abolition efforts themselves have become part of the regulatory regime through which menstruation is …

A Rarer Earth: The Many States Of Peat In Central Kalimantan, Layna Chen Ms.

Masters of Environmental Design Theses

Peat currently occupies a central place within climate discourse, with Indonesia’s peatlands as a key site of concern since the late twentieth century. Yet this contemporary understanding is historically unstable. Over the last two centuries, what we commonly consider peat has been repeatedly redefined by scientific and bureaucratic institutions. Within popular media, peat has circulated as a low-grade fuel, an infertile swampland, an agricultural soil awaiting rehabilitation, and a hydrological body requiring remediation. Tropical peatland fires, once treated as a scientific improbability, have become a recurring environmental crisis. This history of shifting definitions suggests that ‘peat’ is not a stable …

Breaking Down Barriers To Pediatric Respite Care Use, Michelle Montanez

Group: Northern Arizona University School of Nursing, DNP Doctoral Papers

Parents of children with a life-limiting illness provide constant, around-the-clock care, often leaving little time for their well-being. This responsibility is emotionally, mentally, and physically demanding, and without proper support, parents face increased risk of depression, burnout, and deteriorating health. Respite services offer relief by providing a much-needed break and allowing parents the opportunity for self-care and improved well-being. Though the benefits of respite are well documented, these services remain underutilized due to barriers such as limited provider awareness, lack of access, and emotional challenges the parents face. This Doctor of Nursing Practice (DNP) project aims to address these barriers …

Discharge Preparedness Assessment Using The Path-S Tool With Stroke Patient Caregivers, Sue B. Pugh

Group: Samford University Moffett & Sanders School of Nursing

Background of Project:

• Stroke is the leading cause of disability in the United States.
• Caregivers are a vital component to successful discharge.
• Inpatient rehabilitation facilities (IRF) are designed to prepare individuals and their caregivers for the transition to home.
• IRF’s measure their success using post discharge surveys.
• The IRF involved in this project measured discharge preparedness against a benchmark score.
• A low score of 3.03/5.0 with a benchmark of 3.4/5.0 resulted in the creation of a key performance initiative regarding discharge preparedness. 

The purpose of this project is to utilize an evidence-based tool in the assessment of stroke caregiver preparedness …

The Normative Evolution Of Political Crime In Egyptian Criminal Law 1881 – 1981, Anas Sayed Elkorashy

Theses and Dissertations

This thesis examines the historical evolution of the Egyptian criminal justice system's approach to managing political opposition. It employs the concept of "political crime" as a heuristic for analyzing the prosecution of dissent, despite the absence of a statutory definition within the legal system. By situating these practices within the broader context of political conflict, the study traces how criminal law has been used to manage rivalry and neutralize perceived threats to the state. Drawing on Fraenkel’s theory of the "Dual State," the thesis argues that modern Egyptian criminal justice has developed through a distinctive dual structure. The research distinguishes …

Design And Implementation Of Error Estimators For Finite Element Eigenvalue Problems, Gabriel Esteban Pinochet Soto

Dissertations and Theses

We present three publications, all encompassed under the umbrella of a posteriori error estimation theory for eigenvalue problems for finite element discretizations. The central objective of the research is the development of a general framework for the study of reliable estimation of eigenvalues and eigenspaces. We introduce applications to problems of theoretical interest as well as problems arising in real-life scenarios, such as optical fibers. The first paper focuses on the implementation of a dual-weighted residual error estimator for a nonselfadjoint eigenvalue problems arising from the study of leaky modes in optical fibers---Maxwell's equations, Perfectly Matched Layers, and a conforming …

Inviting A Personal Response To Ite, Missa Est: Developing And Offering A Focused Retreat To Extend The Sensory Experience Of The Holy Mass, Celina Chavez

Master of Theological Studies Honors Theses

Holy Mass is a deeply sensory experience, connecting the human with the divine by way of the human senses. At its close, the faithful are sent forth with the final blessing and dismissal; however, some may not understand what this entails.

This thesis examines the necessity of a relationship with Jesus Christ in and stemming from the Eucharist with reference to the Catechism of the Catholic Church, spiritual writings regarding the liturgy and Christian love, and reflections on the missionary nature of the Catholic Faith. It proposes catechesis in the form of a teatime retreat, engaging the senses as a …

Applied Washington Consensus: Analyzing Chile's Success And Venezuela's Failure—Institutional Frameworks, Policy Sequencing, And Economic Liberalization In Latin America (1980s–2010)., Gjergji Bacuku

Dartmouth College Master’s Theses

The Washington Consensus emerged in the late 1980s as a practical policy

framework in response to the prolonged economic crisis faced by Latin American

countries. The Washington Consensus is a central factor in the modern economic history

of Latin America due to its influence on the region. This list of policy actions was

deemed desirable for Latin American countries, mostly agreed upon by economists from

the IMF, the World Bank, and the U.S. Treasury in Washington. As a result, many

countries in the region accepted the Washington Consensus as a stabilizing mechanism,

while others rejected it. This thesis discusses the …

Implementation Of A Nurse-Driven Early Mobility Algorithm In Critically Ill Adults, Andrea Saito

Doctoral Projects

Background: Early mobilization of critically ill patients is recommended in clinical practice guidelines to mitigate ICU-acquired weakness, delirium, and improve recovery. This intervention is inconsistently implemented in many health systems due to a variety of barriers. One frequent barrier is uncertainty regarding whether patients meet safety criteria for mobilization. Purpose: The purpose of this quality improvement project was to implement a nurse-driven early-mobility algorithm with a clinical safety screen in an adult medical-surgical ICU and evaluate its impact on patient mobility scores, delirium rates, and ICU length of stay.​ Methods: The intervention was evaluated using a quasi-experimental before and after …