Digital Commons Network^™

The Role Of Growth Mindset As A Mitigating Factor On Teacher Burnout In The Secondary Math Classroom, Grant Butler

West Chester University Graduate Theses, Dissertations, and Final Projects

This mixed methods sequential explanatory study examined how secondary mathematics teachers’ mindsets relate to burnout tendencies, and how schools can support staff mindset to prevent burnout. Using a two-phase design, Phase 1 gathered survey data from 94 secondary math teachers, measuring mindset and burnout with descriptive statistics, correlations, chi-square tests, and regression analysis to quantify associations between mindset orientation and burnout risk. Phase 2 employed semi-structured interviews with a subsample of teachers and open and axial coding to explain and contextualize the quantitative patterns. Quantitative analyses revealed that teachers with more fixed mindset tendencies reported significantly higher burnout scores across …

Seeing Through Their Lenses: Perspectives Of Kindergarten Teachers On Implementing Purposeful Play For Children’S Academic And Developmental Learning, Subarna Basu

West Chester University Graduate Theses, Dissertations, and Final Projects

The purpose of this study was to examine the kindergarten teachers’ perceptions of using purposeful play for children’s academic and developmental learning, and the benefits and challenges they perceive in implementing purposeful play. The study utilized a qualitative, visual arts-based, participatory action research (PAR) design, in the form of Photovoice methodology. This qualitative study focused on the kindergarten teachers’ lived experiences and voices on the importance of implementing purposeful play and employed Paulo Freire’s Critical Pedagogy and Constructivist theories. Utilizing this methodology, six kindergarten teacher participants collected photographs based on photo prompts, provided narratives to their photographs, and reflected and …

Beyond The Book: Charting New Progressions Through Improvisational Experience In Higher Education Jazz Performance Programs, Jacob L. Manny

West Chester University Graduate Theses, Dissertations, and Final Projects

Jazz improvisation is a historically rich and culturally relevant art form that is also an underutilized pedagogy in higher education music performance programs (HEMPPs). Previous research has extensively unmasked the relationship of creative, social, and cognitive benefits of improvisational learning. Yet, postsecondary institutions continually rely upon Western European colonialist practices through the isolation of music history, music theory, piano, and compositioncourses. This disconnect results in curricular designs that fail to recognize the importance of experiential learning. In this qualitative inquiry semi-structured interviews were conducted with ten participants who perform and educate globally. Participant stories unearthed not …

Framing The Gray: A Photovoice Study Of Parents’ Experiences Supporting Elementary Mathematics Learning At Home, Rebekah Ulmer

West Chester University Graduate Theses, Dissertations, and Final Projects

This narrative photovoice study explored how elementary parents understand their role in supporting mathematics at home. The research asked three foundational questions: How do parents of elementary students describe their personal experiences with learning mathematics? How do parents of elementary students describe their experiences with supporting mathematics at home with their children? What factors influence parents' experiences with mathematics? Fourteen parents, eight with experience as educators and six without, participated by sharing photographs in response to five prompts and discussing what those images meant to them. Their stories revealed that, for these families, mathematics isn't neatly divided into “school math” …

Modeling The Effects Of Subsurface Tile Drainage On Atrazine And Nitrate Transport In Till Soils Of Iowa, Madison Hobbs

West Chester University Graduate Theses, Dissertations, and Final Projects

Tile drainage design influences groundwater flow pathways, residence time, and agrochemical transport in agricultural soils. This study evaluates how differences in drainage design affect subsurface flow behavior and contaminant transport in glacial till soils. A groundwater model was developed to compare conventional and controlled drainage systems with a shallow drainage system, and particle tracking was used to examine flow paths and residence times.

The results show that tile drainage creates distinct shallow and deeper flow pathways. In the conventional and controlled model, 88% of particles were captured by drains, while 12% reached the general head boundary. The shallow system drains …

Real-Time Isolated Asl Recognition: Evaluating Spatial-Temporal Networks And Multimodal Llms, Raga Mouni Batchu

West Chester University Graduate Theses, Dissertations, and Final Projects

This thesis investigates the deployment of high-accuracy Isolated ASL Recognition (ISLR) in resource-constrained edge environments. We train a lightweight Spatio-Temporal Attention Network (SSTAN,∼2.7 M parameters,∼10 MB) on the WLASL-100 benchmark, achieving 75.25% Top-1 and 88.24% Top-5 accuracy with 139 ms CPU-only inference. A systematic comparison against frontier multimodal LLMs (Gemini 3 Flash, Gemini 3.1 Pro, Qwen 3 VL) shows SSTAN outperforms the best LLM baseline by∼1.85×in accuracy while being 22–230×faster and up to 40×cheaper annually. The LLMs’ core limitation is a lack of fine-grained temporal perception; they impose English-language semantic priors rather than learning the articulatory distinctions that define ASL …

Predicting Oil Contamination In Water Using Machine Learning On Microbial Compositions, Tong Gao, Isaac Bigcraft, Stephen Techtmann, Issei Nakamura

Michigan Tech Publications

We present a compact and generative machine-learning framework that predicts oil contamination based on microbial community compositions from experimental samples. Our method combines dimensionality reduction with data augmentation and generative modeling to address high-dimensional, non-linear, and sparse microbial data. To reduce the 503-dimensional bacterial composition dataset, we compared three dimensionality reduction techniques: feature importance from random forest, principal component analysis (PCA), and t-distributed stochastic neighbor embedding (t-SNE). Feature importance outperformed PCA and t-SNE, improving predictive performance and identifying microbial species most strongly correlated with oil contamination. To mitigate data scarcity, we augmented the training data using an augmented data neural …

Equity And Justice In Water Pricing And The Effects On Water Distribution System Management, Brian Barkdoll

Michigan Tech Publications

Equity regarding access to potable water is paramount. Municipal Water Distribution Systems supply potable water to users and are essential to public health. To find the optimal price of water to maximize utility revenue and allow changes to the system components for capital and maintenance expenditures, network modeling was performed for 15 real MDWSs. A new power-law price-usage elasticity curve, entitled the Power Law Elasticity Function (PLEF), was used that allowed for various users, both high- and low-income, and a non-discretionary level of usage. It was found that: (1) the maximum profit was obtained when the price was approximately 0.8 …

Polysemicolon; Novice Programmers And Java Keywords, Briana C. Bettin

Michigan Tech Publications

Most industrial programming languages leverage the English language for reserved keywords – words which a program compiler recognizes as specific execution commands. The divide between expert and novice programmers showcases an intriguing middle-ground by which the polysemy of many keywords becomes revealed. This essay explores a sampling of the multitude of keyword interpretations that a novice programmer may derive from the Java language’s syntactic style and keywords specifically, and how the polysemy of both “English” and “code” meanings to these terms affects the novice-expert programmer transition.The transition from novice to expert, and the mapping of the career of metaphor to …

Impact Of Land Use On Soil Properties, Clay Mineralogy, And Behavior Of Ammonium Across A Precipitation Gradient, Isabel Delamater

Theses and Dissertations--Plant and Soil Sciences

Like soil texture, clay mineralogy is considered a permanent or inherent characteristic of soils reflecting the influence of soil forming factors over long periods of time. Despite the importance of clay mineralogy in providing ecosystem services, much remains unknown about whether land use (native grassland sod versus no-tillage) can modify clay mineralogy under short periods of time. Furthermore, in no-tillage agroecosystems, lower crop yields are often ascribed to immobilization of added N fertilizer where inorganic nitrogen (such as ammonium) is converted to organic nitrogen. The possible role of clay mineralogy in retaining added ammonium has been overlooked in no-tillage systems. …

Robots Are Watching You Sleep: The Hidden World Of Sleep Trackers, Luke Latterman

Scientific Kenyon: The Neuroscience Edition

No abstract provided.

Additional Information For Fully Anharmonic Ir Spectra Of Neutral Polycyclic Aromatic Hydrocarbons With Up To 38 Carbons, Nolan J. H. White, Vincent J. Esposito, Christiaan Boersma, Louis J. Allamandola, Jesse D. Bregman, Alexandros Maragkoudakis, Pasquale Temi, Ryan C. Fortenberry

Faculty and Student Publications

Interstellar aromatic infrared band (AIB) spectra are showing strong agreement with presently-computed, anharmonic spectra for various types of polycyclic aromatic hydrocarbons (PAH) determined using a novel semi-empirical quantum chemical method. Since the AIB spectrum is a blend of emission spectra from a vast number of different PAHs, likely with an array of different molecular structures, the spectra for a sample set of 31 PAHs ranging in size from naphthalene (C$_{10}$H$_8$) up to circumbiphenyl (C$_{38}$H$_{16}$) are combined giving consideration to almost all PAH structural motifs. The computed, numerical quartic force fields coupled to second-order vibrational perturbation theory clearly confirm that PAH …

Teacher Awareness, Perspectives, And Implication Of Culturally Responsive-Sustaining Education (Cr-S): Exploring And Describing Education Decision-Making For English Language Learners (Ells), Dilrabo Dina Kenkes

Selected Full Text Dissertations, 2011-

With more immigrant students in American classrooms, it is more important than ever to use culturally responsive teaching. Even after years of policy changes, English Language Learners (ELLs) are still placed in special education programs at higher rates than expected. This quantitative study examines how teachers’ understanding and use of New York State’s Culturally Responsive-Sustaining Education (CR-S) framework affect their decisions when referring ELL students for special education evaluation. Many educators struggle to distinguish between language-learning challenges and real learning disabilities. This frequently happens because they are not fully aware of cultural differences or do not use culturally responsive teaching …

The Devil Is In The Det[Ai]Ls: Ai Agents, Ghost Students, And The Crisis Of Verified Presence In An Agentic Ai World, Aras Bozkurt, Helen Crompton, Caroline Fell Kurban

STEMPS Faculty Publications

The transition from reactive Generative Artificial Intelligence (GenAI) to agentic AI systems marks a categorical shift in digital education, moving beyond simple content generation to goal-oriented, autonomous execution. This paper explores the emergence of the “ghost student”: a digital surrogate created by the coupling of Large Language Models (the “mind”) and agentic AI browsers (the “body”). These entities are capable of navigating Learning Management Systems (LMS), engaging with content, and completing assessments with human-like mimicry, often rendering the actual learner’s presence optional. We argue that this phenomenon creates a verification gap that traditional proctoring and detection tools are structurally unable …

Instructional Designers' Reflections On Generative Ai Use For Scenario-Based And Performance-Centered Learning: A Collective Autoethnography, Nour El Houda Maache, Dan V. Dao, Jiyoon Jung, Jayanth Nadheri, Nari Kim, Chikezie Ozuzu, Xinyue Ren

STEMPS Faculty Publications

This study examines how instructional designer-instructors (IDIs) use and evaluate generative artificial intelligence (GenAI) when designing scenario-based and performance-centered authentic learning in higher education. Using a collective autoethnography (CAE) approach, the study draws on semi-structured interviews and reflective narratives from five IDIs with varied professional experience. Findings indicate that GenAI enhanced design capacity by accelerating scenario development, translating complex content, and supporting scenario-based and performance-based task construction. At the same time, participants reported limitations related to contextual misalignment, output unreliability, and the cognitive demands of prompt refinement. Across cases, effective integration depended on sustained human oversight, disciplinary judgment, and ethical …

Chatgpt In Secondary English Language Learning: Educators' And Students' Literacy, Perceptions, And Experiences, Victoria Brenes, Sierra Outerbridge, Xinyue Ren

STEMPS Faculty Publications

The increasing use of generative artificial intelligence (GenAI) has shown the potential of transforming teaching and learning practices in various educational settings, such as in English language learning (ELL). As English language learners (ELLs) often experience many challenges and barriers in schools in the United States, it is urgent to leverage the educational affordances of GenAI in fostering the effectiveness of ELL. Given the limited research investigating GenAI adoption, especially ChatGPT literacy within K-12 ELL, this convergent mixed methods research aims to investigate students' and teachers’ perceptions of using ChatGPT and their ChatGPT literacy in secondary ELL contexts. We will …

A Comparison Of Conversational Chatbots And The Internet For Consumer Information Search, Wondwesen Tafesse, Yoseph Mamo

STEMPS Faculty Publications

This study compares consumer perceptions of conversational chatbots and the internet for information search. While the internet is a mature platform, conversational chatbots represent an emerging technology, and insight into how consumers view them in relation to the internet for information search is lacking. Drawing on the information source utility perspective, the study builds a comparative model based on four key dimensions: information currency, information customisation, information trustworthiness, and media richness. Additionally, the study investigates consumers’ prior experience with conversational chatbots as a moderating factor. Data was collected from 191 respondents recruited through MTurk. Paired sample t-tests assessed mean differences …

2026 Jan Term Course Catalog, Saint Mary's College Of California

Jan Term Course Catalog

No abstract provided.

A Two-Stage Changepoint-Copula Framework For Non-Stationary Count Time Series: Application To Tropical Cyclones, Md Iqbal Hossain, Norou Diawara

Mathematics & Statistics Faculty Publications

Cross-basin tropical cyclone variability may exhibit complex, non-linear dependence structures influenced by large-scale climate modes and potential regime shifts. Reliance on traditional linear correlation measures without accounting for structural changes can therefore lead to misleading interpretations of global storm relationships. This study investigates the regional dependence structures of tropical cyclone counts across six major ocean basins (NA, ENP, WNP, NI, SI, and SP) from 1980 to 2024. We adopt a two-stage analytical framework integrating changepoint detection and copula modeling to address non-stationarity in both marginal distributions and dependence structures. First, we identify a significant structural break in the year 2000 …

Effects Of Student And School Technology Adoption On Student Reading Achievement In The United States: The Case Of Pisa 2018, Mikah J. Hughes

Theses and Dissertations--Educational, School, and Counseling Psychology

This study examined the relationship between student and school-level information and communication technology (ICT) factors and reading achievement using data from the Programme for International Student Assessment (PISA) 2018 in the United States. In an increasingly digital world, reading and information literacy are essential skills, yet significant gaps in digital competencies persist. This study investigated how ICT access, use, and perceptions relate to reading achievement in the context of student and school background factors.

A two-level hierarchical linear modeling (HLM) framework was employed to account for the nested structure of students within schools. The sample included approximately 4,000 students across …

The Nature Of The National Security Threat To Key Rhode Island Maritime Industrial Defense Sector Companies, Robert J. Hehl, Isabella Gannon, Madelyn Hudson, Patrick Malpass, Samantha Ronci

CJC 450 - Criminal Justice and Criminology Capstone

This Capstone Research Assessment (CRA) will assess the nature of the national security threat to Key Rhode Island maritime industrial defense sector companies posed by domestic and foreign capital investors. Through identification, evaluation and risk assessment of these domestic and foreign investors, this CRA will identify probable threat actors and the key technologies they may be targeting. This CRA will conclude with recommendations for preventing future domestic and foreign infiltration of sensitive US maritime defense industrial sector companies in protecting United States defense technologies and capabilities, strategic defense planning and overall national security.

Green Hydrogen-Based Decarbonization Approach For Steel Industry With Hybrid Renewable Energy Sources, Raju Kumar Maurya, Dharmbir Prasad, Rudra Pratap Singh

Mansoura Engineering Journal

This work provides a micro-pilot techno-economic and environmental assessment of a green hydrogen-driven decarbonization scenario for low-carbon steel production at the capacity of 1 ton steel produced (i.e., requiring 50 kg of green hydrogen). In this work an integrated renewable energy (RE) scenario for the steel production site at Jamuria, West Bengal, India is planned to utilize solar photovoltaic (PV), wind turbines (WTs), battery storage and a diesel backup generator to meet the hydrogen production load from an electrolyzer using HOMER Pro software. The results show that the proposed micro-pilot system produces excess electricity with respect to the plant's operating …

Intelligent Audio‑To‑Indian Sign‑Language And Sign‑To‑Audio Translation System Using Mediapipe, Tensorflow, Whisper And Google Tts, N. Pothanna, T. Kusuma, S. Haindavi, T. Sreeja, Shaik Shaheem Taj

Mansoura Engineering Journal

Communication barriers between the Deaf community and the general public remain a persistent challenge, particularly in multilingual settings where Indian Sign Language (ISL) is the primary mode of interaction. We propose a real-time bidirectional translation framework integrating MediaPipe for hand landmark extraction, a Convolutional Neural Network (CNN) classifier built with TensorFlow/Keras for gesture recognition, OpenAI Whisper for robust multilingual speech-to-text transcription, and Google TTS for naturalistic speech synthesis. The system achieves 93% classification accuracy across 35 ISL classes (alphabets A–Z and numerals 1–9) on a dataset of 42,700 images, with macro and weighted F1-scores of 0.93. Deployed as a Flask …

Analytical Study Of Transient Mixed Convective Radiative Jeffrey Fluid Flow With Diffusion–Thermo And Chemical Reaction, V. Sathiya, R. Vijayaragavan, B. Rushi Kumar

Mansoura Engineering Journal

This research examines the behavior of unsteady mixed convective radiative Jeffrey fluid flow over a permeable moving plate with a diffusion thermo effect. The study incorporates multiple factors, including aligned magnetic fields, heat generation, radiation, and chemical reactions. The behavior of Jeffrey fluid under these combined conditions is particularly relevant to the design of efficient heat exchangers, MHD generators, and cooling systems for electronic components. A regular perturbation technique was employed to solve the governing equations, yielding distributions for velocity, temperature, and species concentration. These solutions enabled the derivation of expressions for skin friction, Nusselt number, and Sherwood number. Through …

From Perfect Victim To Resilient Upstander: How Educators Can Help Middle-School Students With Asd Thrive Despite Peer Aggression, Julie R. Johnson

All Electronic Theses and Dissertations

Students with Autism Spectrum Disorder (ASD) are more likely to be bullied by peers (46-94%), bullied by siblings, and chronically bullied than typically developing students (30.5%). Some victims become bullies, particularly when impulsivity and hostility are high or perseverance or prudence are low. Students with ASD are more likely to become bully-victims, especially if they have certain comorbidities. This literature review explores how educators can mitigate this cycle. Schools need a multi-tiered system of supports to support victims with ASD so they do not become bullies: Tier One needs clear policies, anti-bullying programs, and neurodiversity-affirming classrooms. Tiers Two and Three …

Physical Activity And Cognitive Function Among Youth: Implications And Recommendations For Increasing Physical Activity Participation, Allison C. Ims

All Electronic Theses and Dissertations

Physical activity is extensively recognized as an essential part of a healthy lifestyle. For children, it is important for the development of their physical, cognitive, social, and emotional well-being. Nationally, there are physical activity recommendations for youth; however, most children and adolescents do not meet these recommendations. It’s recommended that youth participate in at least 60 minutes of moderate to vigorous physical activity daily. However, many youth are not achieving this recommendation due to physical, environmental, and social barriers. The purpose of this thesis was to look at the relationship between physical activity, executive functioning, and academic performance among youth. …

Towards A Sustainable Art World: The Essential Role Of Sustainability Leads In The Arts And Cultural Sector, Isobella Win Richings

MA in Art Business Dissertations

The purpose of this dissertation is to investigate the role of sustainability leads within art institutions and how their implementation benefits a company’s development towards being a sustainable business. Due to the increasing pressure that the art world faces considering the environmental crisis which we are experiencing in the 21st century, it is integral to understand what is being done and what can be further instigated to create a sustainable future of the art world.

Although this study uses research that already exists within the discourse of environmental sustainability and the cultural sector, the main sources used to come to …

A Quantitative Analysis Of Burrowing And Subterranean Locomotion In The Sand Lance Using A Transparent Sediment, Issei Fujita, Makoto Tomiyasu, Jun Yamamoto, Yasuzumi Fujimori

Journal of Marine Science and Technology–Taiwan

Sand lances (Ammodytes spp.) rely on rapid burrowing into sediment for predator avoidance. Although their sediment grain-size preferences are well documented, the biomechanics underlying burrowing success remain unclear because natural substrates are opaque. Using a transparent-sediment system, we directly visualized and quantified burrowing kinematics to: (1) test the effect of body size (total length, TL) on burrowing success; (2) examine entry mechanisms (e.g., swimming speed, entry angle); and (3) describe locomotion within sediment. Logistic regression on the full dataset (N = 28 fish) identified TL as the primary determinant of success, with larger individuals exhibiting significantly higher success …

Cruise Network Design Under Sequential Duopolistic Entry, Ta-Hui Yang, Ching-Hui Tang, Wan-Tien O

Journal of Marine Science and Technology–Taiwan

This study addresses the network design for international cruise services in a duopolistic market, where carriers enter and make decisions sequentially. The leader, who makes the first move, makes decisions as there is no competitor in the market. The follower, who makes decisions later, has to design their network considering the existing leader’s network. The leader’s model is a mixed integer linear problem while the follower’s model is a mixed integer nonlinear problem. Therefore, a heuristic is proposed to solve the problem. The commercially available general algebraic modeling system is used in conjunction with its different solvers to solve the …

Effect Of Heat Treatment On The Corrosion And Wear Behavior Of 17-4 Ph Stainless Steel For Marine Applications, Syuan Tai, I-Kon Lee, Ming-Yuan Lin, Kang-Yu Liao, Chin-Chun Chang, Hung-Bin Lee

Journal of Marine Science and Technology–Taiwan

This study explores the tribocorrosion behavior of conventionally cast 17-4 PH stainless steel under real seawater conditions, focusing on the effects of three heat treatments (Solution, H900, H1100). Electrochemical tests, tribocorrosion experiments, SEM, XPS, and quantitative analysis were used to establish a three-stage tribocorrosion mechanism. Results show that H900 exhibits superior corrosion and wear resistance, while H1100 suffers increased material loss and surface cracking at high potentials. Elemental analysis revealed NbC migration forming third-body particles, which, although briefly reducing friction, induced local stress concentration and crack initiation. The findings highlight the critical influence of microstructure, passive film stability, and third-body …