Digital Commons Network^™

Evaluating Saliva Based Glucose Testing For Accessible Diabetes Care In Tanzania, Shannon Dhindsa

Public Health Theses

Background: In Tanzania, limited healthcare infrastructure and reliance on invasive diagnostic methods significantly hinder effective diabetes screening and management. Individuals with diabetes often go undetected and have lower immune systems that make them prone to further infectious complications. Thus, properly managing this chronic condition can prevent additional infectious diseases. Salivary glucose testing offers a non-invasive, innovative alternative with the potential to transform the early detection and management of diabetes, especially in resource-constrained settings.

Design: This cross-sectional study, conducted at Muhimbili National Hospital's Diabetes Clinic in Dar es Salaam, evaluates the feasibility of salivary glucose testing using a colorimetric glucose-oxidase-peroxidase point-of-care …

Glp-1 Receptor Agonist Use And Patient-Reported Well-Being Among Individuals With Diabetes And Obesity: Evidence From The All Of Us Research Program, Tinsae Gashachew Admassu

Public Health Theses

Abstract Background: Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely prescribed for type 2 diabetes and obesity, with growing interest in their potential effects on mental health and functional outcomes. However, clinical trials often exclude individuals with psychiatric comorbidities, limiting generalizability. Objective: To examine the association between GLP-1 RA use and self-reported mental health and functional outcomes in individuals with diabetes and obesity using real-world data from the All of Us Research Program. Methods: This cross-sectional study analyzed 53,127 adults with type 2 diabetes and 35,430 adults with obesity who had both EHR and survey data. GLP-1 RA users were …

Subsidized And Forgotten: The Quiet Erosion Of The Supplemental Security Income Program In American Social Policy, Johntrell Bowles

Public Health Theses

The Supplemental Security Income (SSI) program was created to guarantee a basic level of income security for the nation's most economically vulnerable populations: low-income elderly adults, people who are blind, and individuals with disabilities. Despite this foundational mission, SSI has stagnated over the past fifty years, becoming increasingly inadequate in addressing the economic and social realities of those it was designed to support.

This thesis examines how congressional neglect, enduring stigma toward welfare recipients, and outdated policy structures have eroded SSI’s ability to fulfill its original promise. Grounded in a critical social policy framework and informed by the author's professional …

State Performance Plan / Annual Performance Report: Part C, For State Formula Grant Programs Under The Individuals With Disabilities Education Act, For Reporting On Ffy 2023, Tennessee, Tennessee Early Intervention System, Tennessee. Department Of Intellectual And Development Disabilities, United States. Department Of Education

Annual Performance Reports

The Annual Performance Report is a federal report to the Office of Special Education Program (OSEP) on the performance of the state’s early intervention program on several compliances and results indicators of quality.

The Sword And The Serpent, Gina Dittmeier

Children's Book Writing and Illustrating (MFA) Theses

This project provides insight into the monstrous bridegroom trope in fairytale and its influence in modern fantasy literature. The monstrous bridegroom trope has several different variations, but all of these variations result in a young and innocent woman marrying a monster. Through my critical essay, I look at this trope through a modern feminist lens, exploring the different variations of the trope in fairy tales, modern fairy tale adaptations, and fantasy literature. The essay brings in modern ideas of toxic masculinity and toxic femininity and applies them to the fairy tale inspiration of fantasy literature. The monstrous bridegroom trope and …

28th Sunday In Ordinary Time - 12 October 2025, Andrew Doohan

Pastoral Liturgy

No abstract provided.

The Importance Of Inclusive Playgrounds At Schools And In Communities, Hailee Cipollina

International Professional Development Partnerships (IPDP) Consortium

Most, if not all schools have students with disabilities and the school provides these students with accommodation, modifications and services that they need. The one thing most of these schools do not have is appropriate equipment on playgrounds for their students with disabilities. Playgrounds at schools often are on ledges, have rough surfaces like woodchips and play equipment that is not safe or suitable for students with disabilities. This can be specifically difficult for students with physical disabilities who can’t access equipment like slides or swings on a noninclusive playground. This research will dive into how inclusive playgrounds at schools …

Rukeyser Biannual, No. 3 (Spring 2025), Muriel Rukeyser Living Archive

Rukeyser Biannual

No abstract provided.

An Argument For A Right To Education For Undocumented Youth In Light Of Daca’S Uncertain Future, Minnie Blackman

Indiana Journal of Law and Social Equality

Undocumented youth are facing increasingly difficult circumstances in which to integrate into U.S. society both socially and economically. A primary reason for this phenomenon is the current antagonistic sentiments surrounding the Deferred Action for Childhood Arrivals (DACA) program. These sentiments have created a lack of trust in this program, with fewer undocumented youth applying for DACA status, which would allow many of them to apply to public colleges and universities at in-state tuition rates. Previous research has implied that state laws have the potential to create a property interest in education, and, as such, it must be protected from arbitrary …

Adopted Into Debt?, Grace Palcic

Indiana Journal of Law and Social Equality

While adoption procedures differ from state to state, every state uses some variation of the best interest of the child standard to determine the outcome of an adoption proceeding. To gather information for the best interest determination, states have created the home study process to investigate prospective adoptive families. A home study allows social workers and/or private adoption agencies to look at the needs of the child, the ability of the parents to care for the child, the existing familial dynamics, the safety of the physical home, the perceived moral character and reputation of the parents, mental and physical health …

The Chemical Straightjacket: Institutional Over-Use Of Psychotropic Drugs On Children In Lieu Of Therapeutic Community Mental Health Services, Marisa Leib-Neri

Indiana Journal of Law and Social Equality

This Article argues that the abysmal state of children’s mental health in America is in part due to an overreliance on and over prescription of psychotropic drugs inside psychiatric residential institutions in lieu of community based mental health services. This overreliance on residential institutions and psychotropic drugs has allowed a new form of chemical restraint to flourish—the chemical straitjacket. This Article uses the medication lists of twelve children in seven different North Carolina psychiatric residential treatment facilities to demonstrate how the chemical straitjacket operates: the prescription of drugs not approved for pediatric populations, counter to evidence-based practices for particular diagnoses, …

Crip The Law: Representation As A Key Component Of Liberation Lawyering, Marissa Ditkowsky

Indiana Journal of Law and Social Equality

No abstract provided.

The Failure Of Fcc Diversity Initiatives: A Postmortem And A Proposal, Christopher Terry, David Pritchard

Indiana Journal of Law and Social Equality

No abstract provided.

A Bloody Mess: Why Blood Plasma Donation Centers Are Not Public Accommodations Subject To Title Iii Of The Americans With Disabilities Act, Kevin D. Marshall

Indiana Journal of Law and Social Equality

No abstract provided.

Annual Statistical Report, For The Scholastic Year Ending June 30, 2025, Tennessee. Department Of Education

Annual Statistical Reports

This document contains the statistical summaries for the 2024-2025 school year.

Examining The Disclosure Of Sensitive Information Through Mobile Applications: A Privacy Calculus And Warning Experiment On Location-Based Services, Dwayne A. Ford

CCAC Theses and Dissertations

Smartphones and mobile applications have become all but ubiquitous in society. These applications provide a plethora of functions both in standalone and network configurations. Many of these popular applications utilize Location-Based Services (LBS) to deliver value to the user. Whether for navigation, transportation or social interactions, sharing information is essential when using these applications. While LBS applications provide various benefits, the sharing of location data also creates significant privacy risks. In many cases, users are unaware of the real risks and continue to share their location data in exchange for the benefits the application provides.

The problem identified in this …

A Hybrid Deep Learning Model For Iot Network Anomaly Detection, Yonas Getachew Mulissa

CCAC Theses and Dissertations

The rapid expansion of Internet of Things (IoT) networks has heightened the need for intelligent, automated Anomaly Detection (AD) systems to identify sophisticated and evolving cyber threats. This study designed, implemented, and evaluated a broad range of deep learning models—including Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNNs) (Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Bidirectional Gated Recurrent Unit (BiGRU), Bidirectional Long Short-Term Memory (BiLSTM)), Transformer-based architectures, Autoencoders, and hybrid combinations—to address the challenge of multiclass anomaly classification in IoT traffic. Using two benchmark datasets, IoT-DS-2 and CIC-IoT-2023, we conducted extensive experiments to assess classification performance, training efficiency, and …

Development Of A Phishing Risk Exposure Taxonomy On Mobile Devices In The Healthcare Industry, Christopher P. Collins

CCAC Theses and Dissertations

Phishing emails accessed on mobile devices present substantial risks to healthcare organizations when employees often operate under high cognitive load and with limited cybersecurity training. Despite widespread security awareness initiatives, healthcare workers continue to engage with phishing content on mobile platforms, posing threats to organizational data. Given the high value of healthcare data and the increasing sophistication of phishing schemes targeting healthcare professionals, there is a pressing need to enhance their ability to recognize phishing indicators on mobile devices.

This study developed and validated a Healthcare Workers Phishing Risk Exposure (HWPRE) taxonomy, designed to classify healthcare workers based on their …

An Evaluation Of Data Protection And Privacy Issues Introduced By Byod In Financial Institutions, Andy Miguel Santana

CCAC Theses and Dissertations

The idea of “bring your own device” (BYOD) allows organizational employees to conduct their tasks or processes on their own personal devices, has increased organizational efficiency significantly while allowing employees more flexibility. However, this approach also introduces major concerns about the security of organizational data as employees take their devices everywhere with them, opening more opportunities for unauthorized access to important data. Another major concern is the privacy of employee personal data. As many organizations implement BYOD, employees worry that with organizational monitoring and device management, their personal data is at risk as well. The problem this study tackles is …

Architectural Technical Debt Migrating Object Oriented Systems To Modular Architectures, Lionel Standridge

CCAC Theses and Dissertations

Architectural Technical Debt (ATD), a subset of Technical Debt (TD), arises when outdated architectural decisions present significant challenges to the maintenance and evolution of legacy object-oriented monolithic systems. These systems tend to have tightly coupled components and rigid dependencies, making it difficult to scale, adapt, and modernize. This dissertation investigated strategies for managing ATD during the transition from monolithic architectures to modular systems. By identifying the root causes of ATD in a legacy objectoriented system and evaluating various decomposition strategies, this research proposed a framework to guide practitioners in reducing ATD and improving a system’s modularity. Using quantitative metrics, the …

Enhanced Network Anomaly Detection Using Machine Learning Models, Ousmane Barry

CCAC Theses and Dissertations

This dissertation investigates enhanced network anomaly detection using Machine Learning (ML) models. The study addresses two distinct classification problems: binary classification and multiclass classification. In the binary classification task, network traffic data is categorized as either "normal" or "abnormal," where abnormal includes all non-normal traffic. Leveraging the balanced nature of the dataset, this study develops optimized models that achieve consistently high classification performance. Key metrics, including precision, recall, and F1 scores, are used to ensure robust evaluation and reliable detection across all classes.

For multiclass classification, only classes present in both training and test datasets are included to ensure meaningful …

Individual-Level Large-Scale Circuit Modelling Of Human Cortex, Rachel Ann Cooper

Yale Graduate School of Arts and Sciences Dissertations

Individuality is a defining feature of human existence. Yet the neural mechanisms underlying such individual variation are not fully understood. Prior research has suggested that variation in the balance between excitation and inhibition within the brain may contribute to these differences. To investigate this hypothesis, we employed a large-scale, biophysically-based model of the human cortex. This model is governed by a small set of biologically interpretable parameters, allowing for a focused analysis of how shifts in excitation and inhibition shape individual brain function. Using this modelling framework, this thesis examined patterns of variation across both healthy individuals and clinical populations. …

Disability, Cure, And (Anti)Normativity In Modern And Contemporary Spanish Literature, Martha Engvall

Yale Graduate School of Arts and Sciences Dissertations

In my dissertation, I examine the role of disability, diagnosis, and cure in modern and contemporary Spanish novels. In the first three chapters, I show how authors of the late 19th and early 20th century used disability’s relationship to race, gender, and social class to question exclusionary social norms. I analyze critiques of industrialization in Galdós’s Marianela (1878) and Blasco Ibáñez’s Del vivir (1904); examine portrayals of leprosy in Galdós’s Misericordia (1897), Pardo Bazán’s La prueba (1890), Miró’s Del vivir (1904) and El obispo leproso (1926), and Hoyos y Vinent’s El monstruo (1915); and explore connections between disability, sexuality, and …

Ministry Organization Response To The Mental Health Crisis, Bryn L. Wood

Senior Honors Theses

The mental health crisis has been negatively affecting individuals across the globe for about half a century, only growing in its impact each year. However, following the Covid-19 pandemic, mental health crises skyrocketed. This is especially true for youth and young adults as physical isolation has altered many facets of their lives. This thesis will explore the mental health crisis, as well as the way it has impacted youth and young adult organizations. Specifically, it will discuss research on recommended ways for these organizations to respond to the mental health crisis through unique programming and how these practices have been …

From Soil To Society: Enhancing Local Food Systems Through Global And Cultural Insights, Rhiannon Marie Morgan

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

Navigating Food Justice: Addressing Student Food Insecurity Challenges And Successes, Jayden F. Beed

Undergraduate Theses, Professional Papers, and Capstone Artifacts

Food insecurity is a huge and often ignored wicked problem affecting college students across the United States. This capstone project explores the issue through the lens of food justice, which focuses on equitable access to nutritious food regardless of socioeconomic status or cultural background. Using the University of Montana Davidson Honors College as a case study, the project investigates student food insecurity, identifies systemic barriers, and outlines actionable strategies for addressing the issue on college campuses. At the center of this project is the creation of the UM Honors Food Pantry, developed by Jayden Beed in collaboration with the Davidson …

Campus Connect, Katie Coates, Bella Wengappuly, Annabelle Brown, Kyie Salerno

Undergraduate Theses, Professional Papers, and Capstone Artifacts

This paper examines how university campus design can be strategically utilized to support student mental health, drawing on global examples to inspire improvements in the University of Montana’s (UM) campus planning. The University of Montana, like most college campuses worldwide, is currently facing pressing mental health challenges among the student body. College can be a highly stressful experience, where students encounter unique pressures that, without adequate support, can lead to mental health crises. Many universities across the globe have recognized the role of campus design in promoting mental well-being, and they have adopted innovative, student-centered design strategies to foster positive …

Restart (Re-Dash Entry Support, Training, And Reintegration For Today ), Ronaldo Broadbent, Marissa Harper, Maggie Gibbons, Aspen Nord, Bree Knutson, Gabbi Claxton, Alyssa Mendez, Brandon Smith

Undergraduate Theses, Professional Papers, and Capstone Artifacts

Our project is about reducing friction for the re-entry of previously incarcerated, emerging adults. To contribute to the solution of the issues facing emerging adults returning from incarceration in the Missoula community, we will implement three workshop events to foster a sense of community and belongingness in the returning citizens population. The goal of these workshops is to aid in a smoother transition back into society, integrating components of social, personal, and community-based skill sets. We have found through surveying individuals who are currently or previously incarcerated in our targeted age range of 17-25 that a majority of those surveyed …

Five Prairie Reflections On Reviving Rural America, Hannah Haksgaard, Sean Kammer, Travis L. Letellier

Faculty Publications

This Essay offers five reflections on Ann E. Eisenberg’s book Reviving Rural America: Toward Policies for Resilience. Each reflection approaches the book from the positionality of writing from rural America, specifically the prairies of South Dakota. Collectively, the reflections cover the politics of voting in a red rural state, policies of local municipal government, the central economic principles in the book, the presence of energy production in rural America, and environmentalism’s relevancy and impact.

Reevaluating South Dakota's Child Support Deduction: Balancing Retirement Contributions And Children's Needs, Marilyn Trefz

Faculty Publications

This article explores how South Dakota’s child support provisions, particularly the 10% allowable deduction for voluntary retirement contributions from parents’ gross income, affect the fair distribution of financial responsibilities between parents. By exploring the historical context and evolution of this statute, this article highlights the challenges and disparities the 10% deduction creates, particularly for custodial parents living in poverty. Through a comparative analysis with other states and a discussion on balancing retirement savings with child support needs, the article argues for reconsideration of the statutory allowance. The article’s aim is to ensure that the next revision of the child support …