Digital Commons Network^™

Disability And Demographic Influences On Advanced Placement Calculus Performance: A Quantitative Analysis, Edward J. Storck

Theses and Dissertations

This quantitative study examined equity in Advanced Placement (AP) Calculus outcomes for students with Individualized Education Programs (IEPs) in New York State. Using statewide data from 16,457 AP Calculus AB and BC exam takers in 2023, the study investigated whether disability status, race/ethnicity, economic status, and English language proficiency predicted performance and the likelihood of passing. Findings revealed that disability status was not a statistically or practically significant predictor of AP Calculus outcomes; students with IEPs performed comparably to peers without IEPs once enrolled. No significant interaction effects were found between disability status and other demographic variables, suggesting that students …

Biogothic: New Directions In The Haunted Spaces Of Nineteenth Century Gothic Fiction, Jessica Mintzes

Theses and Dissertations

The BioGothic is a set of biological metaphors in nineteenth century Gothic fiction that anticipates our contemporary understanding of what we now think of as biological processes. The BioGothic system in the novel captures the site of connection and interaction between the body and the interior spaces it inhabits. The Gothic genre, from its inception, shifts the focus onto interior spaces and the ways in which architectural spaces and the Gothic body interact with one another. This demonstrates, in part, how physical space and biological matter are not only capable of becoming integrated with each other, but also maintain the …

The Relationship Between Extracurricular Participation, Absence Rate, And Academic Achievement In Adolescents: The Moderating Role Of Socioeconomic Status And Gender, Maria A. Pace

Theses and Dissertations

Extracurricular activity (ECA) participation has been linked to higher levels of student engagement, lower absenteeism, and stronger academic achievement. Ensuring equitable access remains critical, as socioeconomic status (SES) and gender may shape opportunities for involvement and the outcomes associated with participation. This study examined the relationships between extracurricular participation, absence rate, and grade point average (GPA) among high school students, while analyzing whether SES and gender moderate these relationships. Grounded in Coleman’s multiple-role theory and Hirschi’s social-control theory, this study employed a quantitative, nonexperimental, correlational design utilizing secondary data from a suburban high school in New York.. The sample included …

Decline Of Male Enrollment In Higher Education, Oscar Valenzuela

Theses and Dissertations

The study examined the decline in male enrollment and completion in higher education, aiming to identify the reasons for the decline and to propose possible solutions. Using a qualitative phenomenological design, the study employed semi-structured interviews to collect data from males aged 18 to 40. The findings indicate that numerous factors contribute to why males are not enrolling in or completing higher education, and reveal key thematic groups, including Early Work Life, Home Life, Support Systems, Challenges, and Choices and Decisions. These results suggest that cultural background, socioeconomic status, and gender norms affect the decisions males make concerning higher education. …

Rooted And Rising, Reclaiming Power, And Setting Resilient Paths: Uncovering The Barriers And Success Factors Through A Phenomenological Study Of Latinas In Leadership In Municipal Government, Patricia Jacquez-Nares

Theses and Dissertations

Latinas represent one of the quickest-rising labor demographics in the United States (Delamater & Livingston, 2021). However, they remain significantly underrepresented among executive positions (Beaty & Davis, 2012; Piatak et al., 2022; Webb Farley et al., 2021). This research investigates Latina underrepresentation in non-elected leadership roles within municipal governments. The experiences of 15 Latina leaders serving in California as public servants in municipal government in positions such as directors, managers, or executives. Interviews were used to explore the barriers faced by Latina leaders during their career journeys and the approaches they used to overcome them and become successful leaders. The …

Timbral Effects Of 3d Printing Brass Wind Musical Instruments: A Comparison Between Traditional And 3d Printed Construction, Cole K. Zelman

Theses and Dissertations

This study explores the timbral effects that manufacturing wind instruments from thermoplastics (via 3D printing) has in comparison to traditionally made instruments. The project mainly focuses on the individual properties of different thermoplastics in comparison to traditional materials like brass. The instrument tested is a C bugle for a simple example of a brass wind instrument and is compared directly against the traditional brass construction. Results employ spectral centroid, spectrograms, and professional subjective analysis to compare the different thermoplastic test samples to the control brass bugle.

Machine Learning For Predicting Prosthetic Limb Movements, Jessica Alexandra Cegarra Arraiz

Theses and Dissertations

This thesis develops and evaluates a deep learning-based prediction model capable of identifying intended limb movement from surfaced electromyography (sEMG) signals using sequence learning techniques. sEMG signals change over time due to multiple factors such as muscle fatigue or user variability. Traditional prosthetics control methods rely on static feature extraction, ignoring how signals change over time, thereby limiting their ability to capture the temporal changes of muscle activity. As a result, these approaches often lead to poor accuracy, robustness, and generalization. Limited experimental validation has been conducted on sequence-based machine learning approaches using temporal sEMG data from publicly available datasets …

Exploring Secondary Stem Teachers’ Experiences In Online Learning Environments: A Directed Content Analysis Using The Community Of Inquiry Framework, Tiffany Janese Lester

Theses and Dissertations

This study is a directed qualitative content analysis of 21 peer-reviewed studies published between 2020 and May 2025 on secondary STEM teaching in online environments. Using the Community of Inquiry framework, I examined how teaching, social, and cognitive presence shaped instructional strategies, teacher experiences, and reported challenges. Coding with deductive and inductive methods identified recurring themes: teachers adapted to digital platforms, navigated uneven levels of digital fluency, and implemented intentional strategies to maintain social interaction. The studies also revealed persistent equity gaps in access and participation alongside innovative approaches to course and pedagogical design. These themes demonstrate how secondary STEM …

Evaluating Hybrid Quantum-Classical Models For Image Classification In The Nisq Era, Utku Binkanat

Theses and Dissertations

This thesis presents a systematic empirical evaluation of quantum machine learning performance under noisy intermediate-scale quantum (NISQ) era constraints. Through 670 controlled experiments, it evaluated quantum kernel support vector machines and variational quantum classifiers against classical baselines on MNIST binary and multiclass classification tasks with systematic variation of problem difficulty, feature dimensionality (4, 8 qubits), and training set size (n ∈{100, 250, 400, 500, 2000, 4000}). Statistical rigor was ensured through five random seeds per condition and comprehensive significance testing. During the testing with binary datasets, classical methods (SVM, logistic regression, k-NN, neural networks) achieved 85.9% to 99.6% accuracy with …

Ai And Its Impacts On Modern Theatre, Micaiah J. Byrd

Theses and Dissertations

What do you think of when you type a question into a search engine, and the “AI Overview” pops up without your having to request it? What may happen if theatre students and theatre industry professionals have that same ability to type in a prompt into an AI generator, and it has the ability to produce an output of a theatrical design concept with that same level of ease. Is this even possible with the programs that we have now, or could it be anticipated that this could be possible in the future. Would this be a benefit or would …

Affects Of Ai In The Arts, Carolina D. Maldonado Faria

Theses and Dissertations

Art is an essential part of society, shaping culture, communication, and the digital world through forms such as music, writing, film, and animation. However, the rise of Artificial Intelligence (AI) has created conflict in the creative industry. Many AI systems are trained using artists’ works without consent, raising concerns about copyright infringement, intellectual property theft, and the loss of artistic value. While AI was originally intended as a tool for innovation, it now threatens artists’ careers and profits by imitating human creativity. This issue highlights the need for ethical regulations, stronger copyright protections, and fair compensation systems so AI and …

The Importance Of Multi-Component Strategies And Healthcare Worker Compliance In Preventing Healthcare-Associated Infections: A Systematic Review, Michelle Northcut

Theses and Dissertations

Healthcare-associated infections (HAIs) remain a preventable threat to patient safety and are linked to morbidity, mortality, antimicrobial resistance, and increased healthcare costs (CDC, 2024; AHRQ, 2024). Evidence suggests that 30–70% of HAIs may be prevented through consistent application of infection prevention practices; however, implementation and adherence gaps persist (CDC, 2024). This systematic review examined the relationship between healthcare worker compliance with infection prevention practices and infection outcomes and explored how institutional and organizational factors influenced both compliance and infection outcomes.

Following PRISMA 2020 guidelines, searches were conducted in PubMed, CINAHL, ProQuest, and Google Scholar for studies published between 2015 and …

Confidence In Action: A Qualitative Inquiry Into Teachers' Perceived Abilities In Implementing Instructional Technology, Latorri West

Theses and Dissertations

Education is evolving through the integration of academic content and technology to support student success. Despite significant investments in educational technology, challenges persist in effective implementation, particularly in rural contexts where resources and support may be limited. Using the Technological Pedagogical Content Knowledge (TPACK) framework, the researcher investigated teachers’ perceptions of implementing the i-Ready adaptive learning platform in a rural Georgia school district. i-Ready, an adaptive diagnostic and instructional tool for reading and mathematics used by more than 25% of U.S. schools, represents a widely adopted educational technology that requires specific technical, pedagogical, and content knowledge for successful implementation.

The …

A Pipeline For Creating Obfuscated Binary Samples To Train Ai-Powered Detection Models, Luka R.H. Wilmink

Theses and Dissertations

The analysis of binary files is a critical component of antivirus software and is one of the most important tools for incident response teams across the industry. In the field, malware is often obfuscated, a practice in which the compilation process is transformed with different techniques to hinder decompilation and reverse engineering. Artificial Intelligence and Machine Learning techniques can assist, but models need to be trained on well constructed datasets first. This paper outlines a pipeline for creating such a dataset and builds a proof-of-concept machine learning classification model. All associated data and code are supplied in the project GitHub …

Striving To Thrive: Balancing Digital Health Innovation And Patient Protection Under Thailand’S Legal Framework, Thidarat Liamsomboon

Theses and Dissertations

The digitalization of health care has fundamentally transformed how health care services are accessed, delivered, and experienced worldwide. Telemedicine, artificial intelligence–assisted diagnostics, electronic health records, wearables, and mobile health applications are no longer novelties, but have become a substantial part of a modern clinical practice. Although these technologies offer great prospects for making health care more accessible, reducing administrative burden, and improving the quality of care, they also pose significant legal and regulatory challenges. The rate of technological development has far outpaced Thailand’s existing legal frameworks for regulating medical practice, professional accountability, and patient protection. This regulatory “lag” has generated …

The Impact And Sustainability Of A School Improvement Grant On Student Outcomes In An Elementary Setting, Tiesha Denise Reed

Theses and Dissertations

The purpose of the study was to examine the impact and sustainability of the School Improvement Grant (SIG) Transformation Model and to determine its impact on a low-performing elementary school. The research study used a quantitative research design to investigate the effects of the SIG on student achievement and school annual reporting data across three time periods: pre-intervention (2014-2015), post-intervention (2016-2017), and six years after the grant ended (2022-2023). The research design was appropriate because it allowed the researcher to collect archival data and examine potential differences across time periods. The independent variable was the three time periods, and the …

Album Production: A Pedagogical Tool In Collegiate Brass Performance, Alex Doolittle

Theses and Dissertations

This graduate research project investigates the value of musical album production within collegiate brass performance training and pedagogy. Within the collegiate sphere, brass pedagogy has long centered on live performance, such as juries, recitals, and ensemble participation as a primary performance tool; however, the 21st-century musical landscape is deeply rooted in technological and digital artistic dissemination. This study is used to push the boundaries of how technology can be interpreted in brass pedagogy by asking: How does album production function as a pedagogical tool in collegiate brass performance training?

In this project, I used an auto-ethnographic case study design, serving …

Analysis Of Risk Factors And Current Programs For Addressing Injuries In Children And Adolescents, Jahfel Nial Jones Iii

Theses and Dissertations

Unintentional injuries are a leading cause of morbidity and mortality among children and adolescents in the United States. These injuries result from various causes, including motor vehicle crashes, falls, suffocation, and poisoning. This capstone project examines the prevalence, risk factors, and prevention strategies for unintentional injuries among infants, children, and adolescents. Using a public health approach, this research explores evidence-based interventions and community-based programs that effectively reduce injury-related mortality. The project also incorporates data and insights from the Safe Kids Columbus program at Piedmont Columbus Regional, where various injury prevention initiatives have been implemented.

Findings revealed that motor vehicle crashes …

Climate, Energy, Economy: Interconnected Perspectives From Politics, Business, And The Public, Isabella Harper Heinzen

Theses and Dissertations

When considering the economic and social costs and benefits of a global, intergenerational, and environmental issue, rigid analysis often falls short. The topics discussed in this thesis aim to address the complex moral, economic, and political concerns regarding climate change to provide a holistic view of the issue and the role humans play. The first section on the scientific consensus addresses concerns regarding the existence and severity of climate change, finding where the responsibility lies for humans. The second section analyzes the energy context in modern society to understand the call for a transition from oil and gas to renewable …

Academic Attention And Executive Difficulties In College Students: Reliability, Convergent Validity, And Exploratory Associations With Gpa, Piotr Draus

Theses and Dissertations

Attention-Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental condition characterized by difficulties in attention regulation, organization, and impulse control, which may be associated with academic challenges in higher education settings. The present study evaluates a custom, non-diagnostic academic attention/executive difficulties composite developed for college students and explores its associations with academic performance. Student participants (N=56) completed an online survey that included the custom composite, the Adult ADHD Self-report Scale (ASRS v1.1), and a self-reported numeric grade point average (GPA). The study primarily examined internal consistency and convergent validity of the custom composite using the ASRS v1.1 and secondarily explored associations between …

Middle Grades English Language Arts Teachers’Experiences Of Care: A Narrative Case Study, Kathleen Rose O’Farrell

Theses and Dissertations

This narrative case study examined how four middle grades English Language Arts (ELA) teachers enacted care in a suburban Northeastern U.S. middle school. Drawing on interviews, classroom observations, instructional artifacts, and notes, the study developed narrative portraits to examine how care was experienced and enacted within daily instructional practices. Guided by Nel Noddings’s (2013) care theory and Geneva Gay’s (2018) culturally responsive care framework, the study explored how teachers sustained meaningful and equitable instruction amid post-pandemic academic, social-emotional, and technological shifts. Findings revealed care as the instructional foundation, making equitable and meaningful literacy learning possible with three interrelated dimensions: trust, …

Teacher And Administrator Perspectives On Participation In Professional Learning Communities And Their Impact On Collective Teacher Efficacy: A Multi Case Study, Maria Kambourakis

Theses and Dissertations

Urban educators face ongoing challenges in establishing collaborative cultures that effectively maximize student achievement. To address this research problem, this qualitative case study investigates how teachers and administrators perceive their participation in Professional Learning Communities (PLCs) and how these perceptions shape Collective Teacher Efficacy (CTE). Grounded in Bandura’s social cognitive theory of collective efficacy and DuFour’s PLC framework, the research explores how structured collaboration enhances educators' shared beliefs in their ability to positively impact student learning. The researcher employed a qualitative case study design involving eight teachers and two administrators across two non-public, urban K-8 schools in Brooklyn, New York. …

The Impact Of Artificial Intelligence On Higher Education Enrollment, Shonna L. Jones-Washington

Theses and Dissertations

The purpose of the study was to examine the influence of AI-driven chatbot technology on the progression through the undergraduate admissions funnel, including application, admission, and enrollment, and to explore how AI outreach intensity predicts these outcomes while addressing potential disparities across student subgroups. The study involved 24,141 data records, including both domestic and international undergraduate applicants to St. John’s University for the Fall 2025 semester. The study found that AI interaction was associated with higher admission rates (83.0% vs. 75.7%) but revealed no significant relationship between AI usage and final enrollment rates. Quantitative analyses, including chi-square tests, binary logistic …

Analytics Framework For Cyberattack Risk, Severity, And Timing Prediction Using Survival - Aware Sequence Modeling, Mariia Voronina

Theses and Dissertations

This study aimed to develop an analytics framework for cyberattack risk, severity, and timing prediction using survival-aware sequence modeling. The primary objective was to analyze the temporal dynamics of cyberattacks by jointly considering attack type, severity, risk, and time-to-attack, and to evaluate whether these components can be effectively modeled within a probabilistic framework. The analysis was conducted using a synthetically generated cyberattack dataset designed for cybersecurity research purposes. The dataset included multiple attack categories, such as DDoS, Intrusion, Malware, severity levels, and engineered risk measures. Python was used as the primary programming language for data analysis and model development. The …

Environmental Monitoring In Shallow Lakes: Public Health Threats In Urban Waters, Kyleigh E. Johnson

Theses and Dissertations

Lakes are an integral part of urban and suburban communities, providing ecological, recreational, and public health benefits. Many of these lakes are located in densely populated areas and are subject to urban influences on water quality. Algal toxins and Escherichia coli are two common recreational concerns. Algal toxins come from harmful algal blooms that are influenced by nutrient availability and temperature, while bacteria are often introduced through run-off and animal waste. Sampling every 3-4 weeks from May-October 2025 allowed for the assessment of seasonal patterns and site-specific differences across nine lakes in the Richmond area. The highest bacterial concentrations appeared …

Characterizing A Low-Gradient Stream In Central Illinois As Gaining Or Losing And Observing Seasonal Changes In This Behavior, Eric Timothy Brunner

Theses and Dissertations

While the seasonal behaviors of low-gradient streams have been studied, the behavior of surface water and groundwater interactions within low-gradient streams in glaciated terrain is not fully understood. A third order, low-gradient glacial stream with a saturated riparian buffer in central Illinois was studied to determine the direction of flow between the surface water and groundwater. The goals of this study were to determine 1) whether the stream was gaining or losing water, and 2) whether the gaining or losing nature of the stream-aquifer system changes seasonally. At both an upgradient and downgradient location, two wells were installed: one in …

An Application Of Molecular Dynamics To Hed Plasma Physics: Point And Group Defect Diffusion In Coulomb Crystals, Levi Webb

Theses and Dissertations

Molecular dynamics (MD) simulations are used to explore the microscopic behaviors of complex systems that cannot be easily studied experimentally. In particular, the microphysics of high energy density (HED) astrophysical plasma environments remain inaccessible by modern experiment---even in laser facilities, these plasmas exist only on short timescales that do not lend easily to investigation. The diffusion of point and group defects through crystallized plasmas in the cores of white dwarfs and neutron star crusts, called Coulomb crystals, has potentially macroscopic implications for the evolution of these bodies. Thus, I employ the widely-used MD code LAMMPS to simulate small Coulomb crystal …

Examining Explicit Professional Development As A Means To Change Inclusive Mindsets, Mitchell E. Elatkin

Theses and Dissertations

Inclusive education requires educators to hold beliefs that support the participation and success of students with disabilities in general education settings. Although federal policy mandates access to the least restrictive environment, educator attitudes toward inclusion continue to influence the implementation of inclusive practices. The purpose of this mixed-methods study was to examine whether explicit professional development (PD) focused on inclusive mindsets influenced school stakeholders’ attitudes toward inclusion across a school year. Participants included representatives from various roles within a charter school organization in the Midwest. The researcher collected data through two administrations of the Adapted Teacher Attitudes Toward Inclusion Survey …

Performance-Based Funding’S Influence On Higher Education Through The Eyes Of Department Chairs, Jonathan W. Lackland

Theses and Dissertations

Performance-based funding (PBF) has become a widely adopted policy in higher education, linking state appropriations to measurable outcomes such as graduation rates, degree completions, and workforce alignment. While PBF aims to enhance institutional accountability and efficiency, its implementation has raised significant concerns about equity and political influence. This dissertation examines the political equity and implications of PBF policies through a mixed-methods approach, including surveys, interviews with department chairs, and critical discourse analysis of state statutes and legislative debates. The findings reveal that PBF often exacerbates inequities, particularly for non-flagship universities serving diverse and under-resourced student populations. Department chairs expressed concerns …

De Novo Protein Binding To Zinc Oxide Through Biomineralization Pathways, Jean-Mark A. Francis

Theses and Dissertations

De novo proteins are structurally distinct from proteins found in nature and thus capable of having their amino acid sequence modified to accomplish tasks such as increasing protein-nanoparticle binding without unfolding or decomposing. Zinc Oxide nanoparticles are functionally distinct from their bulk counterparts and are widely used as semiconductors in a variety of fields such as medicine and agriculture. With demand for these nanoparticles increasing, environmentally sustainable methods of Zinc Oxide nanoparticle synthesis are being investigated as an eco-friendly alternative to currently utilized but environmentally hazardous chemical and physical techniques. This research investigates the binding characteristics between Zinc Oxide nanoparticles …