Digital Commons Network^™

Chapter 2: Do We Still Believe In Process? Democracy And The Fundamental Value Of Dialog Across Difference, Paul S. Berman

GW Law Faculty Publications & Other Works

This essay surveys a few of the many ways to understand what democracy actually is and how to evaluate when it exists and when it is lost. Ultimately, I argue for a pluralist vision that emphasizes both democracy and law's potential ability to bring multiple communities and differing worldviews into dialog with each other. But no conception of democracy can survive unless people are willing to embrace the idea that a fair process can lead to an undesired outcome and that, therefore, even those who lose in a process can have sufficient faith in that process to abide by and …

The Mistaken Turn To Church Autonomy, Peter J. Smith, Robert W. Tuttle

GW Law Faculty Publications & Other Works

With increasing frequency and intensity, courts and commentators have advanced a doctrine of church autonomy that shields matters of internal church affairs from judicial scrutiny. Judges and scholars have invoked the doctrine in cases that involve disputes over property, employment, and governance of religious institutions. When applied, the doctrine ordinarily requires the dismissal of suits by aggrieved employees, congregants, or affiliated religious entities, thereby leaving employment and property disputes to unreviewable resolution by church authorities.

The turn to church autonomy is a regrettable mistake that contributes to the unjustifiable expansion of free exercise protections for religion at the expense of …

Cte 4913 : Organization And Administration Of Work-Based Learning Education, Teaching, Learning, And Foundations

Approved Course Proposals

No abstract provided.

Eng 3401 : Methods Of Teaching Composition In Middle And Secondary Schools, English

Approved Course Proposals

No abstract provided.

Jou 4751 : Advanced Photojournalism, Communication And Journalism

Approved Course Proposals

No abstract provided.

An Integrated Evaluation Of Trace Mineral Status, Regional Variation, And Supplementation Effects On Circulating Mineral And Reproductive Performance In American Plains Bison, Bailey M. Rodriguez

Electronic Theses and Dissertations

The continued expansion of the American Plains Bison (Bison bison) industry has increased the need for science-based nutritional recommendations tailored specifically to the species, due to limited species-specific research. Because trace minerals influence immune function, growth, and reproductive performance, establishing baseline mineral status and evaluating responses to supplementation are critical for advancing bison production and conservation efforts. This thesis integrates two complementary investigations to evaluate trace mineral status in American Plains bison at both regional and herd management levels. First, a herd level comparison evaluated the influence of differing mineral supplementation strategies on circulating mineral concentrations, herd performance, and reproductive …

Wlf 1101: Beginning French I, World Languages And Cultures

Approved Course Proposals

No abstract provided.

Evaluating Methodologies For Estimating Enteric Emissions And Modeling Greenfeed Technology Utilization In Extensive Beef And Bison Grazing Systems, Aletta Laura Husmann

Electronic Theses and Dissertations

Greenhouse gas (GHG) emissions from grazing ruminants represent a significant component of U.S. agricultural emissions. However, enteric methane (CH4) from cow– calf systems on extensive rangelands pose substantial measurement and management challenges. The Northern Great Plains (NGP) supports nearly one-quarter of the U.S. beef cow population, yet regionally representative, herd-level enteric emission data from commercial ranches remain limited. This thesis integrates empirical field measurements with modeling approaches to evaluate the feasibility of quantifying enteric emissions on extensive rangelands and to examine system-level drivers influencing data yield, costs, and operational performance. Enteric methane and carbon dioxide (CO2) emissions were measured from …

Faster Than The Speed Of Law: Data Privacy And Judicial Deference In Matters Of Technological Development And Social Media, Andrew A. Bohon

Missouri Law Review

Judge Richard Posner, formerly of the Seventh Circuit, once wrote, “the courtroom is not the place for scientific guesswork, even of the inspired sort. Law lags science; it does not lead it.” The particular occasion for this maxim was a case in which Judge Posner disregarded the testimony of an expert witness who claimed the use of a nicotine patch had caused the plaintiff to suffer a heart attack—a claim with “no backing from scientific theory or data.” Cutting-edge technology is antithetical to the law, which is better-suited to an era of horse-drawn carriages and often requires judicial guesswork to …

From Barriers To Breakthroughs: Academic Advising And Resilience Among Online Social Work Students In Appalachia, Jessica Williamson

DSW Capstone Projects

This Doctor of Social Work (DSW) capstone project examines how academic advising can be leveraged as a resilience-informed intervention to support persistence among online social work students in the Appalachian region. Although online education has expanded access to higher education, Appalachian students continue to face significant structural, technological, and cultural barriers, including limited broadband access, financial instability, geographic isolation, and norms that emphasize self-reliance. These challenges contribute to lower retention and degree-completion rates, highlighting the need for intentional, context-responsive support strategies. This project integrates three scholarly products: a systematic literature review (SLR), a conceptual paper, and a practice application paper. …

The Fate And Removal Of E. Coli Across Liquid And Sludge Treatment Stages In An Activated -Sludge Water Resource Recovery Facility, Shrawan Tandukar

Electronic Theses and Dissertations

This study evaluates the fate and removal efficiency of Escherichia coli (E. coli) across both liquid and sludge treatment processes at a full-scale activated sludge water resource recovery facility (WRRF) in Brookings, South Dakota. Understanding pathogen reduction within wastewater treatment systems is critical for protecting public health and ensuring regulatory compliance, particularly in facilities practicing water reuse and biosolids management. Liquid and sludge samples were collected from multiple treatment stages between January and July 2025 and analyzed using the IDEXX Colilert Quanti-Tray 2000 method. This study quantifies E. coli concentrations throughout the treatment train to assess removal performance and identify …

Hardin Health Link: A Community-Integrated Paramedicine (Cip) Program In Hardin County, Kentucky, Samantha Jones

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Rural and mixed rural–urban communities face persistent disparities in access to timely emergency medical services (EMS), contributing to preventable morbidity and mortality from time-sensitive conditions such as cardiovascular disease, stroke, and injury. Hardin County, Kentucky, reflects these challenges due to its geographically dispersed population, high burden of chronic disease, and variability in EMS response times. This capstone proposes Hardin Health Link, a Community-Integrated Paramedicine (CIP) program designed to expand the traditional role of EMS providers through in-home health assessments, chronic disease monitoring, post-discharge follow-up, medication reconciliation, and connection to clinical and social services.

Guided by an evidence-informed framework, the program …

Stronger Starts: Advancing Maternal And Infant Health In Breathitt County, Kentucky, Madisyn Smith

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Maternal and infant health outcomes remain significantly poorer in rural Appalachian communities, where structural and socioeconomic barriers limit access to timely and comprehensive care. Kentucky reports elevated rates of preterm birth and infant mortality, with counties such as Breathitt County facing challenges including limited obstetric services, transportation barriers, and high poverty rates. These factors contribute to delayed prenatal care, fragmented services, and increased risk of adverse outcomes.

The Stronger Starts Initiative is an evidence-informed public health program designed to improve maternal and infant health outcomes through a coordinated, multi-level approach. The program integrates nurse-led home visiting, telehealth obstetric consultations, community-based …

Rapid Response To Recovery: Expand Integrated, Technology-Enabled Crisis Care, Madison Chandler

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Behavioral health challenges in rural communities continue to place significant strain on healthcare systems, particularly through repeated reliance on emergency departments for crisis care. Nelson County, Kentucky, reflects this pattern, with higher reported rates of poor mental health and limited access to behavioral health providers. This paper proposes the Beacon Behavioral Health Response Program, a community-based, multidisciplinary crisis intervention model designed to improve access to timely care and strengthen continuity of support. The program combines mobile crisis response—delivered by a licensed clinical social worker and a peer support specialist—with a technology-enabled component using the Luma AI-supported mental health platform. Together, …

Promoting Maternal And Infant Health In Franklin County, Ky: A Community-Based Physical Activity And Education Intervention, Subin Kim

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Maternal and infant health outcomes are key indicators of population health, yet persistent disparities exist in rural communities across the United States. In Kentucky, Franklin County reflects this pattern, with concerning maternal and infant health indicators despite relatively favorable socioeconomic conditions. Identified challenges include elevated rates of poor physical and mental health days, high drug overdose mortality, provider shortages, and ongoing reproductive health concerns such as tobacco use during pregnancy and increased infant mortality associated with elevated maternal body mass index.

To address these gaps, a three-pronged, community-based prenatal and postpartum physical activity and education program is proposed. The program …

A Program To Increase Prenatal And Postnatal Care Access In A Rural Kentucky County, Alyssa Thomas

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Prenatal and postpartum health care access is necessary for positive pregnancy and postpartum outcomes. Many rural areas in the United States are facing maternity care deserts, where there are no obstetric services available in their county. Maternity care deserts typically have higher rates in maternal mortality, low-birth weight, and pre-term births. Fleming County, Kentucky is a small rural community with a population of about 15,000 that is a maternity care desert. To improve prenatal and postpartum care access in this county, this program will use a mobile health clinic and community health workers (CHWs). The mobile health clinic will operate …

Momentum For Healthy Births-Hardin County, Ky, Brittany R. Jackson

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Maternal and infant health disparities in Hardin County, Kentucky, reflect persistent gaps in timely access to care, particularly among rural and underserved populations. Structural barriers, including transportation limitations and unmet social needs, contribute to delayed prenatal care initiation and low postpartum follow-up, increasing the risk of adverse outcomes. This capstone project proposes the MOMentum (Maternal Outreach and Monitoring for Mothers) Program, an integrated care model designed to strengthen access, improve care coordination, and enhance continuity across the prenatal and postpartum period.

The program combines a Community Health Worker (CHW)-led navigation model with enhanced postpartum care supported by telehealth services and …

Improving Prenatal And Postpartum Care Gaps In Breathitt County, Megan Deaton

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Maternal and infant health remain a major public health issue across the United States, particularly in rural communities. Barriers such as shortages of obstetric providers, transportation challenges, and limited access to prenatal and postpartum care contribute to delayed care, low follow-up rates, and an increased risk of poor outcomes, including preterm birth and low birth weight. In response, the proposed Maternal and Infant Health Program aims to address gaps in care access through a home visiting model that provides in-home support, maternal health education, care coordination, and referrals to healthcare services, with a direct focus on Breathitt County. Expected outcomes …

Implementation Of A Reminder/Recall Messaging Program In Kentucky, Laura Schwarz

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Childhood vaccination remains a critical public health priority, yet measles, mumps, and rubella (MMR) vaccination rates in several rural Kentucky counties fall below the 95% threshold required for herd immunity. Recent declines in coverage, compounded by socioeconomic disparities and barriers to healthcare access, place children at increased risk for vaccine-preventable diseases and outbreaks. This capstone project proposes the implementation of an evidence-based reminder/recall (R/R) text messaging intervention utilizing the Kentucky Immunization Registry (KYIR) to improve timely MMR vaccination among children aged 4–6 years before kindergarten entry.

The proposed program targets thirteen Kentucky counties with vaccination rates below 70% and documented …

Strengthening Rural Mental Health Crisis Response: Integrating Broadband Telehealth Care Across Counties Served By Kentucky River District Health Department, Mary K. Mcnabb

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Rural communities in Eastern Kentucky face persistent barriers to timely and effective mental health crisis care, including provider shortages, transportation challenges, and limited broadband infrastructure. Counties served by the Kentucky River Health Department Wolfe, Lee, Owsley, Perry, Knott, Leslie, and Letcher experience disproportionately high behavioral health needs while relying on shared regional resources. The Broadband-Enabled Rural Crisis Stabilization Initiative (BERCSI) is a proposed public health program designed to strengthen rural mental health crisis response through integrated, technology-enabled care. Grounded in evidence-based practices, including tele-mental health and crisis stabilization models, BERCSI leverages broadband expansion to facilitate rapid assessment, coordinated care, and …

Using Behavioral Skills Training To Teach And Promote Generalized Self-Instruction For High School Students With Intellectual Disability, Elise J. Slavey

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

This study presents findings from a multiple probe design that evaluated the effects of Behavioral Skills Training (BST) as a method of teaching an increase in self-instruction in completing vocational tasks for individuals with intellectual disability. The research included three U.S. high school students with intellectual disability and the data were analyzed across conditions. Throughout the intervention of BST, generalization sessions were conducted alongside. All participants acquired self-instruction for the skill acquisition targets. However, only one participant was able to generalize self-instruction to novel vocational tasks. Results and suggestions for future research regarding generalization for self-instruction and procedure reliability data …

Evaluating Dosage Within A Rapid Caregiver Coaching Model, Emma L. Lovell

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

Rapid caregiver coaching models are designed to increase caregiver implementation of naturalistic language strategies while prioritizing feasibility for both families and providers. Participants of the current study were caregivers with young children (ages 1-4) with expressive language delays and autism risk or diagnosis. The current study took place in families’ homes and examined whether a predetermined number of brief coaching and feedback cycles was sufficient to produce clinically meaningful improvements in caregiver strategy use. Target behaviors for caregivers included play-based imitation and expansion, responsive language input, and structured teaching episodes designed to expand child communication. Results were variable but demonstrated …

Effects Of Tech-Based Self-Monitoring And An Interdependent Group Contingency On Group Engagement, Ariana K. Hefter

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

This study evaluated the effects of a class-wide self-monitoring (SM) intervention delivered via the I-Connect app and paired with an interdependent group contingency, on whole-group engagement in a general fourth grade classroom. Participants included 23 students during a 30-min instructional period. The researcher measured group engagement using momentary time sampling (MTS) with planned activity check (PLACHECK) with a fixed rotation schedule in 30-s intervals and recorded the percentage of students on-task per session. A withdrawal (ABAB) design was used to examine the effects across the baseline and intervention phases. Results indicated a slight increase in group engagement during the intervention …

Simulating Social Attitudes With Llms: Accuracy, Demographic Effects, And Refusal Behavior In The Sensitive Domain Of Suicide Prevention, Cristina J. Perez, Michael P. Vasquez Jr., Philippe J. Giabbanelli, Patrick Y. Wu

VMASC Publications

Large language models (LLMs) are increasingly used to simulate public opinion, yet their validity in sensitive policy domains remains underexplored. We evaluate whether LLMs can reproduce attitudes toward suicide prevention policies using 32 questions drawn from seven nationally representative U.S. surveys (2023-2025). We systematically vary demographic conditioning (race/ethnicity, gender, age, education, income, party), prompt framing (direct elicitation, respondent embodiment, specialist embodiment), and model architecture (GPT-5 Nano, DeepSeek V3.2, Meta Llama 3.1 8B, Mistral Small 24B). Across 811,560 prompts, the mean absolute error—the average gap between predicted and human response distributions—is 23 percentage points. We also find that LLM responses to …

An Exploration Of Geomagnetically Induced Currents And The Accessibility Of Geomagnetic Data Collection, Richard Le

Physics Theses

Geomagnetically Induced Currents (GICs) are electrical currents induced in long grounded conductors during geomagnetic disturbances. They represent one of the primary space weather hazards to critical infrastructure, particularly high-voltage power transmission systems and other grounded conductor networks such as pipelines. As modern society becomes more dependent on these systems, understanding and mitigating the impacts of space weather has become increasingly important. This thesis examines the physical mechanisms that generate GICs, from the interaction of the solar wind with Earth’s Magnetosphere to Magnetosphere-Ionosphere-Thermosphere (MIT) coupling and the current systems that drive geomagnetic disturbances (GMDs). Case studies from Zimbabwe and Finland illustrate …

Computational Study Of Rotating Detonation Combustors, Aditya Balasubramaniam

Mechanical and Aerospace Engineering Theses

Rotating detonation combustors (RDCs) are pressure-gain combustion devices that sustain one or more continuously rotating detonation waves, offering potential thermodynamic and performance advantages over conventional deflagration-based systems. Their behavior depends strongly on combustor geometry and operating conditions. Understanding these effects is therefore essential for the design and optimization of practical RDCs. Accordingly, this thesis numerically investigates annular RDCs with two primary objectives: (1) to evaluate the effects of propellant mass flux and (2) to assess the influence of annular width on detonation-wave dynamics and combustor performance.

A finite-volume framework is used to solve the compressible reactive Euler equations with hydrogen–air …

Scalable Quantum Network Routing Through Reinforcement Learning And Resource Optimization, Tasdiqul Islam

Computer Science and Engineering Dissertations

Long-distance quantum communication depends on distributing high-delity entanglement across quantum repeaters. Entangled states are fragile: they decohere in memory, are consumed when used, and lose delity after each swap. Quantum routing therefore diers from classical routing: an algorithm must decide not only the path, but when to generate, store, swap, and consume entanglement before they lose their usefulness. This dissertation studies scalable resource allocation and routing for quantum networks under delity, memory, and concurrency constraints. It rst addresses re- peater deployment with heuristics that nd near-optimal locations while cutting com- putation from days to seconds versus integer linear programming (ILP). …

Reliable And Label-Efficient Learning For Open-World Visual Perception And Robot Learning Under Uncertainty, Zongyao Lyu

Computer Science and Engineering Dissertations

Modern learning systems deployed in open-world environments must make reliable decisions despite predictive uncertainty, previously unseen classes, limited annotations, and distribution shifts. This dissertation develops methods for reliable and label-efficient learning in visual perception and robot control.

First, this work studies uncertainty in object detection by representing semantic and spatial predictions probabilistically. A deep-ensemble framework aggregates detections into class-probability distributions and probabilistic bounding boxes, while a subsequent extension combines deep ensembles with Monte Carlo dropout to further investigate predictive uncertainty. Second, this dissertation addresses open-set recognition, where classes absent during training may appear at inference time. An empirical study shows …

Advancing Hate Speech Detection: Binary And Multiclass Approaches From Traditional Methods To Parameter-Efficient And Ontology-Guided Language Models, Mahmoud Abusaqer

Graduate Theses/Dissertations

The widespread proliferation of hate speech on social media platforms poses significant challenges for content moderation and user safety, requiring automated systems that are simultaneously accurate, efficient, and capable of fine-grained distinctions. This thesis investigates hate speech detection through five published manuscripts organized into two complementary threads: binary detection (hateful vs. non-hateful) and multiclass detection across demographic targeting categories. The binary thread progresses from a broad 38-model baseline spanning traditional machine learning, deep learning, and transformer architectures (where RoBERTa reaches 91.48% accuracy and CatBoost remains competitive at 88.60%) to parameter-efficient adaptation, in which Low-Rank Adaptation (LoRA) of large language models …

Governance By Numbers And The Architecture Of Anxiety A Human-Capital Efficiency Analysis In Global Higher Education, Sukanya Kemp

Graduate Student Theses, Dissertations, & Professional Papers

There has been a movement of global university rankings from the margins to the center of higher education governance. These metrics are now treated as external performance indicators in institutional strategy formation. In this dissertation an Architecture of Anxiety created by these rankings was explored, specifically examining how ranking volatility functions as a signal of environmental uncertainty and resource risk. To bypass the Transparency Barrier inherent in global financial data, given the effects of internal political considerations on data reporting, a human-capital-centered approach was adopted. By utilizing academic staff full-time equivalents (FTE) as the primary analytical input, universities were reframed …