Digital Commons Network^™

A New Approach To Generate Combinatorial Patterns In Logical Analysis Of Data And Its Application To Predict College Retention, Salihah Ahmed E. Jaafari

Theses and Dissertations

Student retention and degree completion remain central challenges for higher-education institutions, with significant implications for student success, institutional effectiveness, and public accountability. While advances in predictive analytics have enabled earlier identification of students at risk of withdrawal, many commonly used machine learning approaches suffer from limited interpretability, constraining their practical usefulness for advising, intervention, and policy decision making. This dissertation addresses the problem of predicting student persistence by developing and evaluating optimization based, interpretable classification models within the Logical Analysis of Data (LAD) framework. Building on existing LAD formulations, this research introduces two novel pattern generation models, the Best Term …

Latinos In Rural Areas Of Massachusetts, Phillip Granberry, Rodolfo R. Vega, Florita Coto Tristán, Rafael M. Pérez Medina

Gastón Institute Publications

In previous reports, the Gastón Institute has noted that the Latino population is dispersed across the state, but mainly to urban areas. In 2024, Latinos living in Massachusetts rural areas1 numbered 38,500, or 3.6% of the state's overall Latino population. Although Massachusetts is the third most densely populated among the fifty U.S. states, 52% of its land is classified as rural. These rural areas hold over 45% of the state's cities and towns and about 700,000 residents (9.9% of the total population). This report underscores the limited Latino presence in rural areas compared to urban areas and analyzes differences in …

Decomposition And Spectral Characterization Of Unsteady Loads In Pulse-Jet Propulsion Testing, Cesar Benitez

Theses and Dissertations

Pulsed jet propulsion systems produce inherently unsteady forces whose time-resolved characterization is essential for performance assessment, yet the measured load signal conflates aerodynamic forcing with the dynamic response of the measurement balance itself. This thesis develops a load centered framework for the dynamic characterization of a pulsed jet system, treating the measured load fluctuation as the primary physical observable rather than attempting full true-thrust reconstruction. A single-degree-of-freedom balance model identified through ringdown testing provides the structural reference scale, yielding a natural frequency of 8.5 Hz and damping ratio of 18%. Power spectral density, phase-averaging, and synchronous–residual decomposition is applied uniformly …

Exploration Of Extended Chemical Reaction Networks, Ramiro Santos

Theses and Dissertations

Chemical Reaction Networks (CRNs) is a well-established model for analyzing distributed and concurrent systems. A central problem studied across CRNs is the reachability problem, which asks whether a target configuration can be obtained from a given initial configuration through a sequence of valid transitions. Classical CRNs are highly expressive but not Turing-universal; their reachability problem is Ackermann-complete, indicating extremely high computational complexity that nevertheless falls short of full universality.

In this thesis, we study Extended Models of Chemical Reaction Networks in which the dynamics of the system are modified. We analyze these models through two fundamental questions. First, simulation, we …

Examining Professional Self-Doubt And Professional Quality Of Life Among Licensed Professional Counselors In Texas, Celia A. Ramos

Theses and Dissertations

Licensed Professional Counselors (LPCs) in Texas frequently navigate emotionally demanding work, including high caseloads, complex client needs, and sustained exposure to client distress. Over time, these professional demands can contribute to stress, emotional fatigue, and job strain, increasing vulnerability to burnout and reducing professional quality of life (Bardhoshi & Um, 2021; Maor & Hemi, 2021; McCarthy et al., 2010; Thompson et al., 2014). This quantitative research study examined the professional quality of life of LPCs in Texas using the Professional Quality of Life Scale (ProQOL) based on gender, ethnicity, age, licensure type, years of experience, does work setting induce compassion …

From Clicking To Committing: Psychological Distance And Persuasion In Online Animal Adoption Platforms To Enhance Shelter Visitation, David Goodweather

Graduate Theses and Dissertations (2019 - present)

Online animal shelter platforms have become a primary channel through which potential adopters view and evaluate adoptable animals, yet many users do not progress from online engagement to visiting a physical shelter. The dissertation examines how online pet viewing translates into intention to book a shelter visit by focusing on the roles of psychological distance and persuasive influence cues within a high-involvement decision context. Drawing on Construal Level Theory and persuasion research, a sequential process is proposed in which sustained interaction with pet profiles reduces distance-related abstraction, increasing receptivity to influence cues that facilitate movement from initial assessment to action. …

Using Siamese Neural Networks To Effectively Detect Trojans In Fpgas When Trojans Manipulate Encryption Operations At The Bitstream Level, Kylie Arnett

Graduate Theses and Dissertations (2019 - present)

This research investigates security vulnerabilities in Field-Programmable Gate Arrays (FPGAs) at the bitstream level, focusing on hardware trojans (HTs) that manipulate encryption operations. This study addresses two critical questions: (1) The feasibility of exploiting FPGA bitstreams to selectively bypass encryption operations when a predefined input pattern is observed (all ones), thereby exposing sensitive data, and (2) the efficacy of Siamese Neural Networks (SNNs) in detecting such trojans with high accuracy. FPGAs are vulnerable to malicious modifications during manufacturing or deployment, posing risks to data integrity and system functionality. In this work, a trojan is inserted into a Xilinx series-7 FPGA …

Polyglot File Detection For Forensic Investigations, Chase Stevens

Graduate Theses and Dissertations (2019 - present)

As technology has become far more ubiquitous over the years, so too has the amount of digital evidence that can and needs to be collected and processed. Forensic tools are developed in response to the growing need, but are limited to what they are programmed to do. One such forensic tool is Autopsy, one of the most widely used open-source tools. Autopsy uses known file-type signatures (e.g., headers, trailers) to identify and recover files from forensic images. Polyglot files introduce a unique problem to both these forensic tools and investigators alike. In the context of the research conducted, polyglot files …

Exploring Clinical Reasoning In Occupational Therapy Students Using Think Aloud During Computerized Patient Simulation, Candra Selene Talylor

Graduate Theses and Dissertations (2019 - present)

The objective of this research was to explore the effects of the think aloud (TA) method on the development of clinical reasoning in occupational therapy students completing an online simulation assignment. The study aimed to determine if thinking aloud develops clinical reasoning in occupational therapy students as evidenced by a change in clinical reasoning skill scores and investigates the relationship between students' overall clinical simulation competency scores.

This study used a mixed methods design, combining quantitative and qualitative data to explore and measure the use of the TA strategy on the development of clinical reasoning skills. The sample from this …

Detecting Sophisticated Cyberattacks On Public Water Infrastructure, Ayrton Purdy

Graduate Theses and Dissertations (2019 - present)

In recent years there has been an increasing number of cyberattacks on public water generation and distribution systems. Advanced persistent attackers could usurp sensors and control systems to contaminate public drinking water. In order to conceal their malicious activity, they can manipulate sensor data flows to give the appearance of normal activity. The compromised sensors would report normal chemical levels even though unsafe water is entering the distribution system. In response, this research proposes a multi-sensor, cross-comparison approach to anomaly detection. The proposed approach is designed to detect sophisticated cyberattacks which are not easily detectable using traditional cyber tools. The …

Developing A Framework For Microchip Design Recovery, Eric Diep

Graduate Theses and Dissertations (2019 - present)

Due to the increase in diverse chip production over the past decade, reverse engineering has become a difficult and daunting task. This research develops a methodology for microchip design recovery, seeking to validate and reproduce prior approaches to physical reverse engineering using low-cost tools and techniques. We used mechanical hardware abrasion tools and techniques to delayer and capture silicon integrated chip (IC) layout. We focused on the Mifare Classic EVl microchip, commonly implemented in public transit/transportation cards, to extract information for design recovery. The research explores limitations and advantages of mechanical abrasion and optical microscopy in context to modem chip …

Manufacturing Systems: Characteristics And Dynamics, Alan J. Fitzmorris

Graduate Theses and Dissertations (2019 - present)

This research answers three basic questions. First, what are the behaviors (dynamics) of a manufacturing system in the context of system performance? Are these dynamics best described as linear deterministic, periodic, nonlinear deterministic, or stochastic? Second, what are the complexity (chaotic) characteristics of a manufacturing system, namely the maximal Lyapunov exponent, correlation dimension, and Kolmogorov-Sinai entropy? Third, is there a relationship between complexity characteristics and manufacturing system performance? This research involves four high level steps: data analysis, system dynamics analysis, system complexity analysis, and correlation analysis. The data analyzed consists of concrete plant and shipbuilding shop time series performance data. …

Meikyu, Diana D. Dyer

Graduate Theses and Dissertations (2019 - present)

This thesis explores the relationship between digital and physical practices through the integration of traditional glassworking techniques and digital media. The project combines glass fusing and glass blowing with woodworking, screen printing, vinyl cutting, animation, and augmented reality (AR) technologies to create dialogue between physical and digital forms. This thesis documents the full creative process, beginning with conceptual sketches and progressing through the fabrication and assembly of glass components into finished sculptural pieces. Digital technologies are then incorporated to augment and extend the physical artwork. Three-dimensional (3D) assets were created using Maya, a 3D modeling software, and implemented within Snapchat's …

Perceptions Of The Teacher Excellence And Accountability For Mathematics And Science Act On Rural Secondary Math Teachers' Practices, Motivation For Professional Development, Collaboration, And Job Satisfaction, Katina Stallworth

Graduate Theses and Dissertations (2019 - present)

The persistent shortage of qualified secondary mathematics and science teachers in rural schools has prompted states to adopt incentive-based policies aimed at improving teacher recruitment and retention. In Alabama, the Teacher Excellence and Accountability for Mathematics and Science (TEAMS) Act was enacted in 2021 to address these shortages through substantial salary supplements tied to professional development requirements and the relinquishment of tenure protections. While early reports indicate that the TEAMS program has increased the number of credentialed STEM teachers in classrooms, less is known about how participation in the program influences teachers' instructional practices, motivation for professional development, collaboration, and …

Narcissism And Eyewitness Identification, Haley M. Hearn

Graduate Theses and Dissertations (2019 - present)

According to the Innocence Project, 69% of individuals exonerated by DNA evidence were initially found guilty due to an eyewitness misidentification (Innocence Project, n.d.-a). A way that investigators attempt to prevent misidentification is by assessing how confident eyewitnesses are in their identifications. There is a large body of research suggesting that these confidence estimates can, in many instances, operate as reliable barometers of accuracy. However, what if an eyewitness is overconfident? Narcissism is a personality trait characterized by overconfidence. If a narcissistic eyewitness reports confidence in their identification of a suspect, should this report be trusted? Two studies were conducted …

Career Aspirations Of Generation Alpha In A Changing World: Perspectives Of Students, Parents, And Educators In Religiously Affiliated Private Schools, Cynthia Susan Grace

Graduate Theses and Dissertations (2019 - present)

This qualitative case study served as a needs assessment to examine how students, parents, and educators perceived and influenced career development within a contemporary high school context, with particular attention to Generation Alpha as its oldest members entered secondary education. To contextualize the study, research on prior generations and evolving career trajectories was reviewed to better understand the shifting landscape shaping this cohort's development. The study was grounded in Social Cognitive Career Theory (SCCT; Lent et al., 1994) and informed by a values-based perspective of purpose, examining the interaction between individual beliefs, contextual influences, and emerging career pathways. Data were …

Big Feelings, Fast Decisions: Emotion Regulation As A Moderator Of Impulsivity In Binge And Emotional Eating, Emma G. Folk

Graduate Theses and Dissertations (2019 - present)

Emotion-driven impulsivity and difficulties with emotion regulation are both associated with maladaptive eating behaviors, including binge eating and emotional eating. However, it remains unclear whether broader emotion regulation difficulties intensify the influence of impulsive responses to emotional states on these behaviors. This study examined whether emotion dysregulation moderates the relationship between emotion-driven impulsivity and maladaptive eating behaviors. Participants were 266 adults (ages 18–65) who completed measures of impulsivity, emotion regulation difficulties, binge eating, and emotional eating. Moderation analyses were conducted using PROCESS in SPSS, controlling for body mass index (BMI) and gender. Negative and positive urgency were significantly associated with …

Transition Experiences Of Early Middle College Completers: A Grounded Theory Study, Sarah Louise Drabik Cheatham

Dissertations

Early middle college (EMC) students arrive at universities academically prepared yet institutionally undefined, occupying a space between traditional first-year and transfer student identities. Emerging through the Early College High School Initiative, EMC programs were structured to expand college access by embedding college coursework within the high school experience (Edmunds et al., 2012; Edmunds et al., 2017a; Haxton et al., 2016; Miller et al., 2013). Students frequently graduate from EMC with significant college credit, up to an associate’s degree, and demonstrate strong rates of post-secondary credential attainment and accelerated progress toward a bachelor’s degree (Edmunds et al., 2012; Edmunds et al., …

Passive Microwave Remote Sensing Of Flash Drought Impacts On Vegetation, Quinton R. Deppert

School of Natural Resources: Dissertations, Theses, and Student Research

In 2002, Dr. Mark Svoboda characterized a new form of drought known as flash drought. Flash drought was defined as a rapid decline in vegetation health caused by severe heat and drought. In recent years, attempts to quantify the impacts of flash drought via precipitation, soil moisture, evapotranspiration, and temperature indicators have proliferated. What has rarely been quantified is what the rapid decline in vegetation health amid flash drought looks like through remote sensing. This is because vegetation health indices like the Normalized Difference Vegetation Index (NDVI) are derived from the visible and infrared regions of the electromagnetic spectrum and …

Associations Of Blood Biomarkers Of Glial Cell Dysfunction And Neuronal Injury With Future Cognitive Decline And Incident Dementia, Srishti Shrestha, Xiaoqian Zhu, B Gwen Windham, Kevin J Sullivan, Priya Palta, Rebecca F Gottesman, Russell P Tracy, Clifford R Jack, Petrice M Cogswell, Prashanthi Vemuri, Sudha Seshadri, Thomas H Mosley, Michael E Griswold, Myriam Fornage

Faculty, Staff and Student Publications

Introduction: Prospective studies of blood-based biomarkers reflecting pathogenic processes, other than Alzheimer-specific pathologies, that contribute to dementia in diverse cohorts are lacking.

Methods: We jointly fitted linear mixed-effect models and proportional hazards models to examine associations of midlife glial fibrillary acidic protein (GFAP), chitinase-3-like protein 1 (YKL-40), soluble cluster of differentiation-14 (sCD14), neurofilament light chain (NfL), total tau (t-tau), and ubiquitin C-terminal hydrolase L1 (UCHL1) levels in serum (collected in 1993 to 1995) with cognitive decline and incident dementia (ascertained over 29 years through 2022) in the community-based Atherosclerosis Risk in Communities Study. sCD14 and YKL-40 were measured in 3082 …

Perceived Neighborhood Environment And Objectively Assessed, Habitual Physical Activity Among Us Adults: An All Of Us Research Program Study, Natalia I Heredia, Michael C Robertson, Christopher D Pfledderer, Ethan T Hunt, Timothy J Walker, Deborah Salvo

Faculty, Staff and Student Publications

Introduction: The purpose of this study was to assess the associations between perceived socioenvironmental neighborhood attributes and objectively assessed habitual physical activity among US adults as well as whether associations vary by sociodemographic characteristics.

Methods: We used data from the All of Us research program, a longitudinal cohort study of a diverse sample of Americans. Perceived neighborhood social cohesion, physical and social disorder, walkability, and sociodemographic characteristics were self-reported. Habitual physical activity was ascertained using Fitbit-derived step counts over ≥24 weeks. Generalized additive mixed-effects models were used to test the associations between perceived socioenvironmental neighborhood attributes and daily step counts. …

A Bilingual Ai-Based Chatbot For Nutrition Education In A Food Is Medicine Intervention For High-Risk Pregnant Women: Design And Development Study, Lorena Macias-Navarro, Nalini Ranjit, Gregory W Bounds, Brendon A Providence, Yesmeena Shmaitelly, Naomi M Tice, Shreela V Sharma

Faculty, Staff and Student Publications

Background: Conversational agents (artificial intelligence [AI]-based chatbots) offer a novel approach to health interventions by providing personalized, adaptive interactions that improve over time based on user engagement. In nutrition education, given the wide variation in knowledge, skills, and abilities across participants, AI-based chatbots have the potential to enhance accessibility, engagement, and behavior change. Food is Medicine (FIM) interventions, which aim to improve food security and diet quality among multicultural, at-risk populations, often face challenges related to sustained engagement and use.

Objective: This paper describes the design, development, and iterative refinement of a bilingual AI-driven nutrition chatbot integrated into an FIM …

Retrospective Analysis Of Implemented Project Management Within A Small-Scale Student Engineering Project: Beng Fountain Wars Team Case Study, Holli E. Jenkins

Biological and Agricultural Engineering Undergraduate Honors Theses

This honors thesis provides a retrospective analysis of how the 2025 inaugural University of Arkansas’s ASABE Fountain Wars Student Team could be improved through project management. Project commitment, early stakeholder influence, rich communication, and a detailed project plan are all attributes of successful projects, and the team’s strengths and weaknesses within these categories were determined through a team poll. After the poll was conducted, three methodologies, Agile, Hybrid, and Waterfall, were assessed to determine how they would effectively address the team’s weaknesses. A weighted objectives table was created to compare each methodology’s effectiveness across the management categories. The analysis revealed …

Enhancing Food Security In Stann Creek, Belize Using Meat Rabbits: Engineering Perspective, Lindsey Garretson

Biological and Agricultural Engineering Undergraduate Honors Theses

The purpose of this paper is to discuss the engineering perspective within the overall project of using meat rabbits to enhance food security and nutrition within Stann Creek, Belize. From the engineering perspective, the overarching goals were like the overarching project goals including the construction and materials required guide within the manual, designing potential upgrades to the design including a solar and battery system and an automatic watering system, and to design the system to be “practically sustainable” where possible. The constraints for this project included cost, the size of land dedicated for the rabbitry, and the operational and environmental …

An Analysis Of Global And Regional Human Rights Standards On Gender-Based Violence, Tamar Ezer, R. Denisse Córdova Montes

Seattle Journal for Social Justice

No abstract provided.

A Mass Disabling Event: Why California Courts Must Protect Workers’ Families From Take-Home Covid, Ellery Armstrong

Seattle Journal for Social Justice

No abstract provided.

The Zoom Dock Is Worse Than A Cage: Remote Appearances From Jail Are Unconstitutional In Washington, Michael Mactaggert, Jeremiah Noonan

Seattle Journal for Social Justice

No abstract provided.

Welcome To The Dollhouse: New Ai Technology Poses Ethical Issues In Prison Systems, Bailey Mccoy

Seattle Journal for Social Justice

No abstract provided.

Hollow Nickel-Iron Nanoshells As Electrocatalysts For The Oxygen Evolution Reaction, Jonathan Batey

Chemistry & Biochemistry Undergraduate Honors Theses

The development of highly active and affordable catalysts for the oxygen evolution reaction is crucial to achieve a future where hydrogen is generated cleanly using renewable methods. Ni-Fe nanocatalysts show great promise in this area, as they are affordable and highly active. However, to overcome the industrial dominance of steam methane reforming, their activity needs improvement. This work aims to increase the activity of Ni-Fe nanocatalysts by making hollow nanostructures. Hollow Ni-Fe nanostructures were synthesized by coating a Cu template with Ni and Fe, followed by the etching of the Cu template. This left hollow Ni-Fe nanoshells, which were used …

That Song Sounds Familiar: An Analysis Of U.S. Copyright Considerations In Popular Music, Jessica Johnson

Honors Theses

Much of popular music has started to bear resemblance to songs of the past as artists rely on techniques, including sampling and interpolations, to ensure their song is a guaranteed hit. But what are the legal implications behind that, and is the line between inspiration and copying getting blurred? This thesis aims to consider the precedent of copyright law as applied to modern musical works and how the landscape of popular music has evolved over time to raise more copyright concerns. It also looks at two modern case studies of musical inspiration that have resulted in legal claims: the song …