Digital Commons Network^™

From Data Digitization To Personalized Care: Deep Learning And Decision Analytics In Healthcare Systems, Ahla Ko

Graduate Theses and Dissertations

This dissertation traces a progression from foundational data infrastructure to individualized clinical decision-making, developing and evaluating three computational frameworks that advance healthcare efficiency and personalization through deep learning and decision analytics. The first study presents an end-to-end pipeline for automated recognition of handwritten medical forms, addressing persistent challenges in health data digitization. Integrating a YOLO-based field detection model, a Convolutional Recurrent Neural Network (CRNN) for text transcription, and a confidence-based human-in-the-loop quality assurance framework, the system achieved 99.75\% Exact Match Accuracy and a 0.13\% Character Error Rate on medical forms collected from a tuberculosis research project in Moldova. A GPU-accelerated …

Evaluating The Role Of Hosa–Future Health Professionals In Addressing The Healthcare Workforce Shortage, Amy Warner

Graduate Theses and Dissertations

The United States continues to face a significant healthcare workforce shortage, particularly in rural and underserved communities, with implications that extend globally. As a practitioner in health science education, this study was driven by a problem of practice: understanding how HOSA–Future Health Professionals contributes to developing the future healthcare workforce. While the need for effective workforce pipeline strategies is widespread, this study is centered specifically on Oklahoma HOSA as a model of practice within one state. HOSA is designed as an intracurricular extension of health science programs, providing students with opportunities to apply classroom learning through leadership development, competitive events, …

Solid Embedded Telemetry, Pranav Balasubramanian Natarajan

Graduate Theses and Dissertations

This thesis explores the integration of the Solid decentralized data framework within embedded and legacy energy control systems to enable secure, access-controlled, and interoperable data exchange. Two implementations were developed to evaluate Solid’s practical applicability: an ESP32 client implementing Solid-OIDC authentication and telemetry publication to a Solid Pod, and a Modbus-to-Solid bridge translating Modbus RTU communications into RDF-based data for bidirectional control. Experimental evaluation highlighted the effects of task scheduling and blocking operations on the ESP32, and polling-based communication latency within the Modbus bridge. These findings reveal the architectural and computational trade-offs involved in extending Solid to constrained or protocol-bound …

Assessment Of The Quality, Practicality, And Economic Viability Of Malted Rice, Bernardo Pontes Guimaraes

Graduate Theses and Dissertations

Climate change threatens the global supply of malting barley, creating a need for sustainable, climate-resilient alternative grains for the brewing industries. This dissertation investigated the chemical, sensorial, practical, and economic viability of using rice as a malting material. First, the malting and brewing qualities of 20 rice samples were evaluated. Results indicated malted rice (MR) had good malting and brewing qualities, including adequate levels of free amino nitrogen (FAN), high amyloglucosidase and limit dextrinase activities. Furthermore, pigmented rice varieties displayed a novel reddish-purple wort color. To identify rice cultivars suited for malting and brewing, the relationship between starch chemistry and …

Does The Medium Make A Difference? A Quantitative Study Of Traditional Versus Social Media, Erin Elaine Bailey

Graduate Theses and Dissertations

People are changing why they use social media, what used to be a way to unwind and stay in touch with old friends is now being used for something much different. This study looks into how young adults (ages 18–25) perceive and retain information from social media compared to traditional media. As social media increasingly functions as both an entertainment and news source, the distinction between it and traditional journalism continues to diminish. Using a quota sample of 300 participants, data were collected through a Qualtrics survey measuring media engagement, usage, perceived credibility, and knowledge retention. Participants were exposed to …

Training With Orthographic Stress And Rhythm Markers Improves Adult Readers’ Prosodic Sensitivity, Jennifer Gross, Michelle Roldan, Tanner Kiessel, Madison Esselink, Lucretia Dunlap

Peer Reviewed Articles

Across alphabetic writing systems, orthographies provide only partial cues to prosody, making prosodic sensitivity an important component of skilled reading. In English, readers must infer lexical stress and rhythm from opaque spelling patterns while silently constructing an inner voice. Two independent replications of the same randomized active control experiment (N=528 undergraduates) evaluated an orthographic prosody training in which passages were annotated with stress and rhythm markers and practiced with feedback, after which cues were reduced to a single marker to evaluate transfer. Prosodic sensitivity was measured using a forced-choice meter judgment task in which readers selected the metrically …

A Spatial Analysis Of Socioeconomic Characteristics And Community Vulnerability To Natural Hazards In Arkansas, Emma Steuber, Brad Peter

Geosciences Undergraduate Honors Theses

Natural hazards have become more frequent in recent years, and because of their destructive impacts, it is crucial to locate regions that are most affected historically by hazardous events and identify what socioeconomic characteristics co-occur spatially. While many studies have analyzed this relationship at national and state scales, few have focused specifically on Arkansas, and even fewer have incorporated multiple socioeconomic characteristics. Comparing the spatial distribution of community characteristics in Arkansas with zones of common natural hazards is essential for identifying who is most at risk. This study utilizes Geographic Information Science (GISci) to examine and map the spatial relationship …

The Final Edit: Strategies For Legislative Success Of The Press Act And Strengthening The Protections Of Freedom Of The Press, Tess Theisen

Barry Law Review

No abstract provided.

The Effect Of A Structured Weekly Practice Routine On A Middle School Choir Student's Practice Behavior And Rehearsal Engagement, Sam Kim

Master of Education Program Theses

This study examined how a structured weekly practice routine influenced a middle school choir student’s practice behavior and rehearsal engagement over a six-week period. Data were collected through practice logs, weekly reflections, and rehearsal observations. Findings indicated increased consistency, greater time investment, and more intentional, strategic practice. As a result of these changes in practice behavior, the student demonstrated greater attentiveness, responsiveness, and overall engagement during rehearsal. These findings support existing research on self-regulated learning (SRL) and deliberate practice, suggesting that structured practice routines can serve as effective scaffolds for improving student engagement in ensemble settings.

When An Untraditional Linguist Speaks - A Cultural Self-Analysis Of Untraditional Language, Justin Lambert

RhetTech

This essay presents a cultural and linguistic self-analysis that challenges dominant ideologies surrounding “proper” English in academic spaces. Through a blend of personal narrative and scholarly engagement, the author examines the legitimacy and rhetorical power of Black Language as a dynamic, historically rooted, and intellectually rigorous mode of communication. Drawing on the work of Geneva Smitherman, April Baker-Bell, and Vershawn Ashanti Young, the essay situates Black Language within traditions of contrastive rhetoric while actively applying code-meshing as both method and practice. Tracing the author’s linguistic development across familial, cultural, and academic contexts, the piece reveals how code switching and linguistic …

Silence Or Self-Disclosure? Examining The Psychological And Relational Factors Shaping Political Communication Between Gen Z And Their Families, Bradford E. Netherton

Communication (PhD) Dissertations

This dissertation examines the psychological and relational factors shaping political communication between Generation Z and their families. Using Communication Privacy Management (CPM) and Family Communication Patterns (FCP) theories as a dual framework, the study investigates how emotions, relational turbulence, and family orientations influence political self-disclosure during face-to-face gatherings. Data were collected via an online survey of 488 Gen Z participants (ages 18–28) following the 2025 Thanksgiving holiday. The results reveal a critical distinction between negative and positive privacy boundary strength. Negative boundary strength, characterized by defensive and restrictive regulation, was consistently associated with heightened experiences of fear, anger, frustration, and …

Between The Excel Sheets And The Eight Counts: A Case-Study On Theatrical Production Management Through Dance On Campus, Madison Noud-Carroll

Theses & ETDs

This thesis explores the role of Production Management in theater, synthesizing the literature on this topic with insight and reflection by way of a first person case study account. The case study is the New College of Florida's presentation of Dance on Campus, an event offered over consecutive dates at the Black Box Theater that brought together professional and student choreographers, lighting and costume designers, and student dancers. While Production Management has often been understood as a primarily administrative and logistical role, this thesis refines that understanding to emphasize facilitation, adaptive problem-solving, and the underlying need to sustain the systems …

Effects Of Environmental Factors, Predation Risk, And Population Density On Neuromast Morphology And Distribution In Heterandria Formosa, Brielle Spencer

Theses & ETDs

Sensory systems play a crucial role in how fish respond to the environment, however variation in these systems are not well studied. This study examined how ecological factors influence neuromast morphology and distribution in the least killifish, Heterandria formosa. I tested the hypothesis that individuals from low density, high predation, low vegetation environments would show larger neuromast number and size than fish from high density, low predation, high vegetation populations. Neuromasts were stained and imaged in 140 fish, 10 males and 10 females from 7 different populations from northwest Florida. I stained the neuromasts using 4-Di-2-ASP and used a fluorescent …

Biblioteca: A Full-Stack Social Reading Platform For Spanish-Language Book Discovery And Community Engagement, Bilge Akyol

Theses & ETDs

Social reading platforms combine book cataloging with social networking features, enabling users to engage with literary content and other readers. While global platforms such as Goodreads dominate the market, platforms that foster a community around a shared language and culture gain readers' interest by offering a meaningful experience. Despite the large Spanish-speaking audience, there is a lack of digital platforms that effectively cultivate this type of culturally cohesive community. Existing Spanish-language platforms often suffer from outdated interfaces, cluttered layouts, and limited user experience, which can reduce engagement. This thesis represents Biblioteca, a web application built with React, Typescript, and Supabase …

Descriptive Analysis Of E-Commerce Sales Performance: An End-To-End Analytics Dashboard Using Postgresql, Machine Learning, And Natural Language Querying, Bruno Valdez

Theses & ETDs

E-commerce businesses collect large amounts of transaction data every day, but most companies do not have the right tools to turn that data into useful decisions. Managers either rely on intuition or need a data scientist to answer every question. This thesis presents the design and development of an analytics dashboard that tries to close that gap. The platform combines descriptive analysis, predictive modeling, and natural language querying in a single interactive application built with Streamlit and PostgreSQL. The dashboard has five analytical modules. The Sales Overview and Category Explorer shows high-level business metrics alongside customer demographics and channel performance. …

A Step Into The Field Of Education : Sneak Peek Into My Career, Emma Reiser

Theses & ETDs

This senior project explored and reflected on my development as an aspiring educator through academic research and hands-on classroom experience. The goal of this project was to gain a deeper understanding of the teaching profession and to better prepare for a future career in education. To accomplish this, I combined a literature review of key educational concepts with an internship at an elementary school, where I observed and participated in classroom instruction under the guidance of a mentor teacher. The literature review focuses on the foundational components of effective teaching in education, including, teacher responsibilities, classroom management, parent–teacher relationships, pedagogy …

Cognitive Crossroads : A Dual Task Validation Study, Saiyid "Ali" Shariq

Theses & ETDs

The modern environment places constant demands on human attention, yet cognitive capacity remains fundamentally limited. This study investigated whether combining a visual memory task with a concurrent auditory vigilance task in the Psychology Experiment Building Language (PEBL) platform would function as a valid dual-task paradigm capable of producing measurable divided-attention costs. Thirty college students (ages 18–22, M = 20.47) completed three counterbalanced conditions: a memory automaticity task, an auditory vigilance task requiring spacebar responses to irregularly timed tones, and a dual-task condition combining both. Reaction time and accuracy served as dependent measures, analyzed using four paired-samples t-tests. Results revealed significant …

The Dual Erosion Of Political Identity: Nationalism And Cosmopolitianism In Transition, Jaylen Turner

Theses & ETDs

This thesis examines how nationalism and cosmopolitanism have changed as political identities under intensified globalization, treating them not as opposites but as overlapping, variably activated networks of belonging. Drawing on constructivist theory and debates on universalism, it analyzes World Values Survey data from Waves 5–7 (2005–2022) using repeated-measures ANOVAs on indicators such as national pride, willingness to fight for one’s country, national-citizenship identification, immigration attitudes, world-citizen identification, cross-national trust, and confidence in the United Nations. The findings show a dual erosion of both national and world-citizen identifications in the late 2010s and early 2020s, alongside stable or improving pragmatic orientations …

Inflation Determinants In Brazil, Mariana Andrade Da Rocha Saba

Theses & ETDs

This thesis examines the determinants of Brazilian inflation in the context of demand-pull and cost-push dynamics. The study aims to assess whether inflation in Brazil is primarily driven by demand-side pressures, supply-side factors, or a combination of both. For the empirical analysis, three ARDL models are estimated using quarterly data from 2006 to 2025. The first model includes only demand-side variables, the second focuses on supply-side variables, and the third incorporates both demand and supply factors. The results indicate that inflation in Brazil cannot be fully explained by either demand or cost pressures in isolation; rather, it arises from the …

Examining Executive Functions In Adhd Students During Explicit Sequence Learning: An Erp Study, Kayla Eve Henson

Theses & ETDs

Executive functions (EFs) have been found to be impaired in individuals with attention deficit hyperactivity disorder (ADHD). ADHD is characterized by inattention, inhibitory difficulties, and hyperactivity which impair social, professional, and academic functioning. EFs are commonly understood as the skill set necessary for carrying out goal-directed behavior, this includes inhibition, working memory, attention, and performance monitoring. Performance monitoring consists of immediate error detection, denoted by the ERN, and conscious error detection in which the error is fully recognized and processed as an error to then improve behavior, denoted by the Pe. This improvement in behavior can manifest as post-error slowing. …

The Integrity Paradox: Reflections On Epistemic Substitution And The Ethical Failure Of Plagiarism Detection Systems, Elliott Ostler, Jeanne Surface

Journal of Educational Leadership in Action

This article critiques the ethical authority granted to AI plagiarism detection systems, using humor to expose a serious contradiction in these algorithms. Through a case in which an original ethics manuscript is labeled 40.7% “non-original,” the authors argue that similarity scores are mistaken for judgments of misconduct. They introduce the concept of “epistemic substitution” to describe how tools that both judge originality and offer AI rewrites replace human authorship while mandating human accountability. The paper contends that this collapse of roles undermines scholarly integrity, conflates disciplinary fluency with plagiarism, and shifts ethical responsibility from humans to procedures. The authors call …

Patient Privacy In The Digital Age: Reimagining Health Data Laws To Protect Patients’ Constitutional Rights, Adriana Almeida Mehtani

Barry Law Review

No abstract provided.

Jenna Shoultz-Thao Honors Portfolio, Jenna Shoultz-Thao

Honors Capstone Portfolios

Jenna Shoultz-Thao's honors capstone portfolio captured in May 2026.

Future Ready Young Adults: Building Creative And Adaptive Thinkers, Robell Yeung

Creativity and Change Leadership Graduate Student Master's Projects

Abstract of Project

Future Ready Young Adults: Building Creative and Adaptive Thinkers addresses a developmental gap in educational practices that prioritize technical proficiency over the psychological frameworks necessary for navigating systemic ambiguity. This project introduces an interdisciplinary, modular curriculum specifically designed for the challenges of emerging adulthood. By synthesizing Creative Problem Solving (CPS), James Clear’s habit architecture, and Martin Seligman’s PERMA model, the curriculum provides a structured pathway for cultivating creative self-efficacy and financial capability. Moving beyond traditional views of innate creativity, this model employs asset-based frameworks to treat cognitive agility and ambiguity tolerance as developable competencies. The project culminates …

Genome-Wide Phenotypic Characterization Of Mycobacteriophage Mercurio, Tyler Downs

Departmental Honors & Graduate Capstone Projects

Bacteriophages, or phages, are being piloted as a supplemental or alternative therapeutic to antibiotics against drug-resistant Mycobacterium pathogens, such as M. tuberculosis, which pose a global public health crisis.  Characterizing bacteriophage genomes can provide insights into efficacy in phage therapy before implementation or elucidate new targets to manipulate bacterial growth.  Overexpression of individual phage genes is useful to study a gene product’s function independent of others.  Here, the results of phage Mercurio plasmid library overexpression in plate-based assays are described.  Mercurio infects nonpathogenic Mycobacterium smegmatis and is genetically related to bacteriophages infecting pathogenic Mycobacterium species.  Eleven gene products of …

Atmospheric Remote Sensing Using X-Band Radar In The Marine Atmospheric Surface Layer, Daniel P. Greenway

Electronic Theses and Dissertations

Atmospheric remote sensors have always offered promising technological advancements for measuring atmospheric properties over large spatial areas at high spatiotemporal resolution – a feat not currently possible with present atmospheric measurement technologies. However, remote sensors do not measure these atmospheric properties directly; they rely on robust calibrations or conversions, complex mathematical inversion methods, and/or machine learning to retrieve these properties. These inverse methods rely on the selection of an objective function, a machine learning technique, and an accurate parameterization for atmospheric property estimation. By leveraging inverse methods to improve the characterization of properties measured by remote sensors, this work enables …

Aggregation And Collation Of Texas Crayfish Museum Specimens To Determine Their Current Conservation Statuses, Adrian Alvarez

Biology Theses

Crayfish account for over half of the macroinvertebrate biomass in many ecosystems and serve as crucial bioindicators because of their behavioral and physiological adaptability to environmental changes. Despite being home to approximately 52 native crayfish species, Texas currently lacks protective regulations. This gap is primarily because of insufficient information regarding their distribution and occurrences within the state, including their statuses as Species of Greatest Conservation Need (SGCN). This study focuses on compiling and comparing crayfish museum records with current iNaturalist field survey data across Texas to address these knowledge gaps and recommend updates to SGCN statuses. Five species not currently …

Cis-Variant Gene-Expression Association Analysis: A Targeted Approach To Identify Functional Cis-Regulatory Variation, Sofiya Arora

Department of Agronomy and Horticulture: Dissertations, Theses, and Student Research

Phenotypic diversity in plants is largely driven by changes in gene function arising from mutations in both the coding and regulatory regions. Regulatory variation is particularly pervasive because it can fine-tune gene expression without disrupting protein function and is therefore less likely to be strongly selected against in natural populations. As a result, it has played a central role in evolution and domestication. In our previous genome-wide eQTL mapping study in maize, nearly two-thirds of the expressed genes were found to harbor detectable cis-expression quantitative trait loci (cis-eQTLs) with strong local effects on gene expression. Though these cis-variants are widespread, …

Quantitative Genetics, Genomics, And Phenomics In Maize And Sorghum, Nikee Shrestha

Complex Biosystems Program: Dissertations and Student Research

Generating the best crop varieties and hybrids requires identifying genes associated with the phenotype of interest and screening thousands of varieties across multiple locations. Quantitative genetics, along with comparative genomics, phenomics, and machine learning approaches, can help us identify target genes associated with the phenotype of interest to develop the right genotypes. Satellite platforms offer logistical and technical advantages in scalability and accessibility and could facilitate plot-level predictions, especially with steadily improving spatial resolution, thereby empowering the large-scale screening of thousands of genotypes across diverse locations. In the first chapter, I evaluated over 20,000 plot-level images of over 80 hybrid …

The Goad, The Bad, & The Ugly: The Livestreamed Vice Signaling & Body Fascism Of Clavicular & Asmongold, Jacob T. Fry

Department of Communication Studies: Dissertations, Theses, and Student Research

This thesis explores the rhetorical, material, and symbolic implications of fascist livestreaming in the United States through two popular streamers: Clavicular and Asmongold. These two streamers represent a small slice of the rise of different reactionary rhetorics online and how the use of different masculine subcultures—in this case ‘Looksmaxxing’ or Gamer inspired rhetoric—are used as ideological texts for white male supremacy. Whether in front of the glow of their gaming monitor or the flashing lights of a nightclub, the livestreaming of the body, home, relationships, and lifestyles challenge rhetorical conceptions of style, the ‘public/private sphere,’ and political communication. As different …