Digital Commons Network^™

Chemical Composition And Cardiorespiratory Health Effects Of Fine Particulate Matter (Pm2.5) From Ambient Sources And Gunshot Residue: Investigating The Role Of Rage-Driven Inflammation And Oxidative Stress, Samuel Cole Smith

Electronic Theses and Dissertations

Approximately 30 million people in the U.S. use firearms for recreation or occupation annually. The discharge of firearms releases a complex chemical mixture into the breathing zone of the individual. Historically the primary concern of this exposure was the inhalation of lead (Pb), however gunshot residue (GSR) is composed of inorganic and organic components that are understudied in regards to airborne concentrations and health relevance. In addition to chemical composition, GSR released into the air is composed of various size particles from unburnt propellent and projectile fractionation. A size fraction of major health concern is particulate matter less than 2.5 …

Leveraging The Zebrafish Model For The Study Of Human Health Impacts Of Particulate Matter Exposure: Exploring Biological Effects Of Fuel Source Emissions, Autism Spectrum Disorder-Like Behaviors, And Molecular-Level Reproductive Impacts, Shayla Victoria

Electronic Theses and Dissertations

Particulate matter (PM) is the solid and liquid portion of air pollution that can be found at various size fractions, including PM2.5, which is 2.5 μm or smaller in aerodynamic diameter. PM is a complex mixture, containing a wide variety of chemical constituents, including inorganic compounds (heavy metals), organic compounds (polycyclic aromatic hydrocarbons), and pesticides, that have been individually linked to human health impacts. These include cardiovascular and respiratory conditions, but due to its small size and chemical composition, PM has the ability enter into systemic circulation and cause dysregulation of other physiological processes, such as neurodevelopment and reproduction, which …

A Spoonful Of Sugar: A Mathematics Board And Card Games Intervention For Kindergarten Students At Risk For Mathematics Disabilities, Leah Kai Tiisler

Electronic Theses and Dissertations

Early mathematics knowledge in kindergarten students can predict their later success in school and in life, while difficulties with mathematics early on can derail a child’s future unless they are provided with effective interventions. Ideally, interventions should be developmentally appropriate, playful, low in stress, and easy to implement. Board games and card games can be integrated into math interventions and easily adapted to include early arithmetic elements. This dissertation investigates the impact of a mathematics board and card game intervention on kindergarten students at risk for mathematics disabilities. The study employed a single-subject research design to assess the effectiveness of …

Improving Detection Capabilities Of Traditional Machine Learning (Ml) Algorithms Against Data Poisoning Attacks On Image Data, Sabrina Perry

Electronic Theses and Dissertations

Machine learning (ML) algorithms play a critical role in automated decision-making systems across domains such as healthcare, finance, and autonomous systems. However, these models are increasingly vulnerable to adversarial threats, particularly poisoning attacks that manipulate training data without the knowledge of the ML developers. As ML models are often trained on publicly available data, data poisoning is trivial for attackers to perform, with no way to determine if training data is legitimate, poisoned during data collection, or poisoned during training in the current ML training pipeline.

This dissertation investigates data poisoning attacks, with a focus on label flipping and gradient …

Study Of The Ultrasonic Properties Of A Tissue-Mimicking Phantom Of Human Brain, Utsab Acharya

Electronic Theses and Dissertations

Preparing tissue-mimicking phantoms for brain ultrasound studies presents unique challenges due to the need to replicate the complex acoustic properties of cerebral tissue. Human brain tissue exhibits a speed of sound typically between 1520 and 1540 m/s, an attenuation coefficient ranging from 0.58 to 2.42 dB/cm in the 1–3 MHz frequency range, and a notably low backscatter coefficient between –94 and –82 dB/(cm・sr). Accurately reproducing these parameters simultaneously in a synthetic phantom is difficult because of the naturally low scattering properties of brain tissue and the interdependence of ultrasonic attenuation and scattering mechanisms. Polyvinyl alcohol (PVA) has emerged as a …

The Profiled Feldman-Cousins Method For Confidence Interval Construction For The Nova 3-Flavor Oscillation Analysis, Andrew Joseph Dye

Electronic Theses and Dissertations

The small interaction cross-section of neutrinos makes experimental neutrino physics particularly responsive to technological advancements. A significant development leveraged by the NOvA experiment is large-scale parallel processing, enabling novel computational approaches to longstanding experimental challenges. Central to managing the resulting high-throughput data is NOvA’s implementation of the Freight Train model, designed for efficient data production and handling.

This dissertation details the methodology and execution of the NOvA 2024 3-Flavor Oscillation Analysis, supported by a comprehensive dataset spanning ten years. It emphasizes frequentist results refined through the Feldman-Cousins (FC) technique, specifically addressing confidence interval corrections in parameter estimation. The computational intensity …

The Prison Life-Course And Correctional Misconduct, Zachary Nathanial Buckner

Electronic Theses and Dissertations

The purpose of this dissertation is to apply a developmental and life-course perspective to the understanding of correctional misconduct for those serving long-term sentences by conducting three separate analyses that examine the development of misconduct over time, and the influence of personal and prison characteristics on misconduct. Data were provided by the Department of Corrections in a Northwestern state in the United States and included all adults in custody who were currently incarcerated and had been incarcerated for a minimum of 15 years consecutively at the point of data collection in March 2023. The first analysis used group-based trajectory modeling …

Comprehensibility, Accentedness, And Intelligibility Of English Varieties As Perceived By Japanese Learners Of English, Kana Machida

Electronic Theses and Dissertations

In response to Japanese learners of English having limited exposure to various English accents in education, this study investigates their comprehensibility, accentedness, intelligibility, and familiarity with different accents. Twelve participants evaluated how easy speakers were to understand and the extent of their accentedness, and transcribed their speech.

Quantitative analysis revealed that Japanese learners of English struggle with understanding certain accented varieties of English, particularly Nigerian English, and are unfamiliar with them. In contrast, General American English and Southern American English speakers were generally perceived as less accented and easier to understand. However, results from the listening transcription task indicated that …

Working With Parents/Guardians To Provide Support And Knowledge For Structured Literacy Spelling Instruction At Home, Claire Rearick Fearn

Electronic Theses and Dissertations

This dissertation in practice explores the role of spelling instruction within the framework of the Science of Reading (SOR) and Structured Literacy (SL). This research examines how spelling, a vital yet acquired literacy skill, is foundational to reading and writing development and should be taught explicitly and systematically through SL principles. Drawing on research in cognitive neuroscience, developmental psychology, and educational research the study highlights how the brain learns to read and spell, reinforcing the need for evidence-based instruction that integrates both encoding and decoding practices. Despite research starting the importance of teaching spelling utilizing SL methods, spelling instruction and …

An Advanced Machine Learning Framework And Multi-Label Heart Disease Classification With Unet-Based Nucleus Segmentation, Md Rahat Kader Khan

Electronic Theses and Dissertations

The growing demand for accurate, rapid, and interpretable diagnostic tools in the medical field has spurred the integration of artificial intelligence into various healthcare applications. Acute Myocardial Infarction, which remains one of the primary causes of mortality in both developed and developing nations, requires timely and precise identification to prevent life-threatening complications. In response to the lack of interpretable AI models tailored to diagnosing AMI using hemogram parameters, this study presents a robust machine learning-based framework that explores the diagnostic potential of these parameters. By evaluating several machine learning techniques, the research establishes the superiority of boosting algorithms, particularly the …

Navigating Cultural Transitions: The Adaptation Experiences Of Bangladeshi International Students In The Usa, Khadiza Tul Kubra

Electronic Theses and Dissertations

This thesis explores how Bangladeshi international students adapt to life and study in the United States. I conducted in-depth interviews with students at the University of Mississippi to understand their everyday experiences. My focus was on how they manage cultural, academic, and social challenges. I used segmented assimilation theory, Berry’s acculturation model, and Bourdieu’s concept of cultural capital to guide my analysis. The findings are shared in three main parts. First, I discuss how students use community support and religious networks to feel at home. Second, I look at how they deal with language barriers, classroom culture, and identity shifts. …

Framed By Education: Labeling, Stigma, And The Behavioral Pathways Of Alternative School Students, Abigail Dempsey

Electronic Theses and Dissertations

Alternative education has emerged as a critical part of the education system, addressing the needs of students who face academic, behavioral, or personal challenges. However, concerns persist about their long-term effectiveness and the stigma associated with alternative school placements. This study examines how stigma tied to alternative school placements impacts delinquency outcomes among adolescents, utilizing labeling theory as a conceptual framework. Drawing on longitudinal data from the Pathways to Desistance dataset, this research explores the relationships between school placement, self-perception of success, and delinquent behaviors. It also serves to investigate whether labeling of an alternative school placement creates a self-fulfilling …

Voltage-Dependent Anion-Selective Channels 1 And 2 Wild Type And Mutant Bh3-Like Domain Peptides: Analysis Of Secondary Structure And Binding Stoichiometry To Recombinant Bax, Mackense Kathleen Greico

Electronic Theses and Dissertations

This study investigates Bax binding to voltage-dependent anion-selective channels (VDAC1 and VDAC2) N-terminal 26-mer peptides, which have strong sequence homology to BH3 domains, to assess binding stoichiometries, affinities, residues involved in binding, and the potential role of peptide secondary structure in this process. Peptide helical content was assessed without or with Fos12 detergent using circular dichroism spectroscopy. Fluorescent-tagged peptides were used to assess binding affinities and stoichiometries to recombinant Bax, after correction for non-specific binding using bovine serum albumin. Affinities for VDAC1 and VDAC2 were three- to six-fold, respectively, lower than for the Bim BH3 domain, but all three peptides …

Resilience Imagined In The Mississippi Delta: Exploring Housing, Education, And Community Adaptation In Mississippi’S Internal Colonies, Semonti Jannat

Electronic Theses and Dissertations

This study examines the impact of housing insecurity on educational attainment and community resilience in Cartersville, Mississippi, a historically marginalized community in the Mississippi Delta. Utilizing a qualitative research design, the study draws from in-depth interviews with eleven primary caregivers, revealing the multifaceted ways in which inadequate housing conditions affect children’s learning environments, mental health, and academic performance. The findings indicate that housing instability, manifested through overcrowding, poor infrastructure, and high financial burdens, significantly disrupts students’ educational experiences, contributing to absenteeism, limited academic focus, and stress-induced underperformance.

While the study highlights the persistent socioeconomic challenges linked to the enduring legacies …

Salinity Tolerance Of Bighead Carp And Its Implications For Dispersal In The Lake Pontchartrain Ecosystem, Alan Katzenmeyer

Electronic Theses and Dissertations

The introduction of invasive bighead carp (Hypophthalmichthys nobilis) into the Pearl and Pascagoula River systems via the Bonnet Carré Spillway during flood control operations poses a significant threat to these unique ecosystems. This dissertation's experiments investigated the role of salinity in limiting bighead carp dispersal, demonstrating that brackish waters do not necessarily restrict their range as previously assumed. While bighead carp exhibited no significant impairment in swimming performance in salinities at or below 5 ppt, acute and chronic exposure to salinities at 15 ppt proved lethal within 50 hours, representing a critical salinity threshold. Despite mortality at elevated salinities, the …

Opportunity Restored: Using Creative Measures To Provide Students With Academic Advancement Opportunities Lost During Covid-19, Randal Clint Jordan

Electronic Theses and Dissertations

This mixed-methods action research study examines the Fast Track and Graduation Path (FTGP) programs—equity-focused interventions developed to offer opportunity to students who experienced academic disruption during COVID-19 emergency schooling (Creswell & Plano Clark, 2018). The programs targeted students retained due to socioeconomic status, learned helplessness, or the technology learning gap, rather than a lack of ability or low prior performance (Jenson, 2013; Maier & Seligman, 1976; Bower, 2019). FTGP provided structured academic pathways, daily facilitation, technology-based instruction, and character education to rebuild learner confidence and achievement (Reimer & Hill, 2022).

Quantitative data from the Edgenuity© learning platform revealed the program’s …

Optimizing Infill Density For Fabricating Novel Radio Frequency Devices Utilizing Additive Manufacturing, Bibek Kattel

Electronic Theses and Dissertations

Additive manufacturing, commonly known as 3D printing, is revolutionizing radio frequency engineering. Along with rapid prototyping and fabricating complex structures, it enables varying substrate thickness and dielectric properties, which are highly beneficial for radio frequency research. However, despite its growing popularity, there’s a gap in understanding how 3D printing process parameters affect the electrical properties of the 3D printed structure. In radio frequency design, where device performance and characteristics heavily depend on electrical parameters such as relative permittivity, this hinders the consistency, repeatability, and reliability of 3D printed radio frequency devices.

This research addressed this gap by investigating the relationship …

Exploring Simplified Reservoir Computing Systems For Resource-Constrained Edge Ai Hardware, Ziyi Niu

Electronic Theses and Dissertations

Echo State Networks (ESNs) have emerged as a promising paradigm for modeling complex temporal dynamics due to their unique architecture in which only the output weights require training, while the recurrent internal reservoir remains fixed. This characteristic significantly reduces training complexity and computation time, making ESNs particularly attractive for real-time processing and resource-constrained, low-power hardware implementations. However, conventional ESNs typically employ the computationally demanding hyperbolic tangent (tanh) activation function within the reservoir neurons, which poses challenges for efficient hardware realization. To address this limitation, recent research has focused on exploring alternative lightweight activation functions—including Logistic, Tent, tanh-Linear, ReLU, and Quadratic …

The Characterization Of Radiation Forces Using Tunable Acoustic Lenses, Sina Rostami

Electronic Theses and Dissertations

This dissertation investigates the design, analysis, and optimization of tunable acoustic lenses with a primary focus on beamforming, dynamic focusing, and the generation of limited diffraction beams. The study examines the performance of four-channel and six-channel lenses in producing highly controlled ultrasonic fields with minimal diffraction. Numerical simulations and experimental validation are used to demonstrate how these lenses effectively form focused beams that maintain spatial coherence over a range of distances.

A systematic comparison between the four-channel and six-channel lenses is performed at multiple focal configurations (5.5 cm, 7.8 cm, and 10.0 cm). The results show that both lens types …

The Daily Choices And Personality Quiz: Designing And Testing A New Manipulation Of Masculinity Threat, Caitlin M. Shaw

Electronic Theses and Dissertations

Boys receive unique messaging about their gender identity from an early age, including that they must avoid anything associated with femininity (Blakemore, 2003). Failure to follow this group norm is usually met with punishment or ridicule (Kane, 2006; Katz, 2020). Unsurprisingly, this socialization might teach boys that manhood is not guaranteed. Precarious manhood theory (Vandello & Bosson, 2013) argues that manhood–but not womanhood–is a status that must be socially earned, but can be revoked, making it “precarious.” Since the theory’s inception, researchers have explored ways to experimentally examine the consequences of “lost manhood” using masculinity threat paradigms which describe men …

Efficient Hierarchical Design In Reservoir Computing, Shuai Song

Electronic Theses and Dissertations

Reservoir Computing (RC) has established itself as a compelling paradigm for modeling complex temporal dynamics, particularly owing to its efficient training regime, theoretical grounding in dynamical systems, and growing compatibility with hardware-oriented deployments. Among RC variants, Echo State Networks (ESNs) remain popular due to their simplicity and effectiveness; however, traditional ESNs with densely connected, randomly initialized reservoirs present inherent limitations in scalability, energy efficiency, and hardware realizability challenges that hinder their adoption in edge and embedded intelligence scenarios.

In this work, we present an efficient hierarchical reservoir computing framework that integrates three complementary strategies: (1) deterministic Simple Cycle Reservoirs (SCRs) …

1:1 Ipad Implementation & Standardized Testing, Kristen Lane Whitehead Zemek

Electronic Theses and Dissertations

This study investigates the relationship between 1:1 iPad implementation and student performance on the Mississippi Academic Assessment Program (MAAP) standardized tests. As school districts increasingly adopt 1:1 technology initiatives, it is critical to understand their impact on key academic outcomes. This research examines the extent to which the consistent use of iPads in the learning environment influences student achievement in core subjects. By analyzing test score data from schools with established 1:1 iPad programs, this paper seeks to provide empirical evidence to inform educational stakeholders, administrators, and policymakers. The findings aim to contribute to the broader discourse on technology integration …

“Listen To The Angels Shouting”: Witnessing, Erasure, And The Legacy Of John Wesley Work Iii, Kennedy Uselton

Electronic Theses and Dissertations

Questions surrounding the relationship between erasure, music, and memory are deeply embedded within contemporary academic discourse. Music and its makers are continually remembered, forgotten, rediscovered, and lost. How we frame these conversations about memory is especially critical when considering the legacy and cultural remembrance of the Blues. This includes acknowledging that the truth of musical memory extends beyond the artists themselves—it includes those who document, study, and shape how the Blues is archived, interpreted, and narrated. This thesis addresses these questions of memory and erasure through a reconsideration of the figure of John Wesley Work III (1901–1967), a Black scholar, …

Do College Students Delegate Over The Counter Product Choice To Pharmacists? A National Survey Experiment, Joanne Elizabeth Mansalay Canedo

Electronic Theses and Dissertations

Background: College students are known to have more frequent use for over-the-counter (OTC) cold products. Choice overload can lead to an increased burden of responsibility and dissatisfaction with one’s decision. The act of delegating to a pharmacist can prevent OTC product misuse and potential for abuse. The objective was to examine the effect of OTC choice difficulty and pharmacist accessibility on college students’ likelihood to delegate pharmacists for choosing OTC products for the common cold.

Methodology: An experimental within-subjects survey design was utilized on a national convenience sample of undergraduate students aged 18 years and older through Qualtrics market research …

Study Of The Mechanism And Physiological Impact Of Transcriptional Regulation Of Pilin-Encoding Pila Gene In Caulobacter Crescentus, Anurag Rijal

Electronic Theses and Dissertations

The alphaproteobacterium Caulobacter crescentus with a unique dimorphic lifestyle is a model organism for studying prokaryotic development. An important cellular structure is the hair-like appendage called pilus, made up of monomeric subunits called pilins. The pilus helps C. crescentus in surface sensing and attachment, leading to cellular differentiation. Despite these advantages, the C. crescentus cell expresses the pilus filament on its surface for a very short period in its life cycle, during the motile swarmer stage. This study examined the precisely-timed transcriptional regulation of the pilin-encoding gene pilA, and uncovered the impact it has on bacterial survival.

CtrA, a global …

The Effects Of Timbre On Melodic Dictation In Advanced Placement Music Theory Students, William Thomas Ardrey

Electronic Theses and Dissertations

The purpose of this study was to determine the effects of varying timbres on melodic dictation accuracy. Melodic dictation is used not only in collegiate music curricula but also in high school Advanced Placement Music Theory (APMT) courses. Studies examining the effects of varying timbres on dictation are limited (Gephardt, 1978; Gonzalez et al., 2015), and further investigation was needed. Subjects in this study (N = 52) were APMT students who completed melodic dictation tasks in four timbres: Bb clarinet, Bb trumpet, piano, and marimba. A repeated-measures Analysis of Variance (ANOVA) revealed a significant difference in melodic dictation accuracy across …

Creating A Mentorship Program For Assistant Principals To Improve Instructional Leadership, Shadonica Sharee Scruggs

Electronic Theses and Dissertations

Effective instructional leadership is essential for strengthening teachers’ instructional capacity and improving student outcomes. However, many assistant principals often lack the mentorship and targeted professional development needed to thrive in this critical role. Providing them with the right support can bridge this gap, empowering them to become transformative leaders in their schools. In this study, I explored the development and implementation of a mentorship program designed to strengthen the instructional leadership skills of assistant principals with the ultimate goal of enhancing student learning outcomes. Using an applied research design, I collected data through surveys, focus groups, and interviews with assistant …

Framing Ncaa V. Alston: Amicus Briefs’ Competing Visions Of Student-Athlete Compensation, Stuart A. Sutton

Electronic Theses and Dissertations

The purpose of this qualitative content analysis was to examine how amici curiae frame policy preferences in amicus briefs submitted before the United States Supreme Court in NCAA v. Alston (2021). The questions addressed in this study were what dominant policy frames did interest groups use to frame policy preference in NCAA v. Alston (2021), and which (if any) policy frames in the amicus briefs emerged in the written opinions of the United States Supreme Court? This analysis indicates the complexities and intricacies of competing vision of student-athlete compensation within the persuasive lens of amicus briefs through interest groups. In …

The Moderating Role Of Engagement On Mindfulness, Sarah Rose Wilson

Electronic Theses and Dissertations

The present study examined the moderating role of engagement in a technology-based mindfulness intervention among college students. Drawing on archival data from a prior randomized controlled trial, the analysis focused on whether self-reported engagement influenced changes in mindfulness as measured by the Five Facet Mindfulness Questionnaire (FFMQ). Seventy-five participants in the mindfulness intervention group received brief psychoeducational and practice-based text messages over a 21-day period. A moderation analysis using PROCESS macro tested whether engagement moderated the relationship between pre- and post-intervention mindfulness scores. Results indicated that engagement did not significantly moderate changes in total FFMQ scores, providing no support for …

Exploring Tpack To Foster Student Engagement: A Self-Study In A Rural School Secondary Mathematics Classroom, Sindhu Aravind

Electronic Theses and Dissertations

In recent years, the integration of technology into education has transformed teaching practices, enhancing student engagement and providing new opportunities for differentiated learning. However, this shift presents a unique challenge in rural schools, where limited resources and infrastructure can hinder the effective implementation of technology. To investigate these challenges, I conducted a qualitative self-study to explore how technology integration, guided by the TPACK framework, impacts student engagement and learning in a secondary mathematics classroom. This study also examined the teacher’s experience in planning, implementing, and adapting technological tools to address the diverse needs of students, particularly in under-resourced environments. For …