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Genre Prediction Using Rnns And Llm-Enhanced Video Game Review Data, Gabriel Young May 2026

Genre Prediction Using Rnns And Llm-Enhanced Video Game Review Data, Gabriel Young

Graduate Theses and Dissertations

LLMs (Large Language Models) are powerful tools for engaging with textual data, carrying many advantages over classical NLP (Natural Language Processing) and ML (Machine Learning) approaches. However, a classical ML model can still be faster, more efficient to run, and accessible than an LLM. We seek to gain the benefits of LLM text comprehension and preserve them in a classical ML model, a hybrid approach. The LLM operates on text to surface relevant information and associations in our problem space, then the ML model trains on the LLM output. The model may learn from the LLM and provide a more …

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Learning At Lunch: A Qualitative Examination Of Lunchtime Discourse In Preschool Classrooms, Savanna Lynn Gragg May 2026

Learning At Lunch: A Qualitative Examination Of Lunchtime Discourse In Preschool Classrooms, Savanna Lynn Gragg

Graduate Theses and Dissertations

This mixed-methods study examined how preschool teachers understand and use mealtime as an opportunity for children’s learning and connection. The project explored teachers’ beliefs, observed mealtime practices, and used collaborative video reflection to examine how teachers’ perspectives and behaviors evolved over time. Over five weeks, mealtimes were recorded, transcribed, and analyzed alongside reflection sessions with the teacher. Using the Arkansas Child Development Early Learning Standards (CDELS) as a developmental lens, each mealtime interaction was coded for learning opportunities across domains such as language, literacy, social-emotional growth, and self-help skills. Findings indicated that as the teacher engaged in video-supported reflection, mealtime …

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A Survey Of The Collembola Of The Buffalo National River Park, Emma Renee Critchfield May 2026

A Survey Of The Collembola Of The Buffalo National River Park, Emma Renee Critchfield

Graduate Theses and Dissertations

Collembola are a neglected and understudied class with few recent U.S surveys. The aim of this thesis was to survey the Buffalo National River for Collembola and create a catalogue of all known species in the state of Arkansas, USA. Leaf litter, mosses, rotting wood, fungi and malaise trap samples were taken from 13 locations within the Buffalo National River park. In total, 14 families, 34 genera and 59 species were identified from 22,028 collected specimens. Of those, 31 species represent new state records. This survey also validates malaise traps as useful tools for Collembola sampling. The malaise trap samples, …

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An Efficient Implementation Of Gibbs-Duhem Integration For Solid-Liquid Phase Coexistence In Binary Lennard-Jones System With Relevance To Aav Capsid Separation, Muhi Muntaka May 2026

An Efficient Implementation Of Gibbs-Duhem Integration For Solid-Liquid Phase Coexistence In Binary Lennard-Jones System With Relevance To Aav Capsid Separation, Muhi Muntaka

Graduate Theses and Dissertations

Gene therapy using adeno-associated viruses (AAVs) holds promise for treating genetic diseases, but high manufacturing costs limit its widespread use. A major challenge is separating functional (full) AAV capsids from non-functional (empty) ones, which are produced in similar amounts and have nearly identical structures. Conventional purification methods, such as density gradient ultracentrifugation and chromatography, face drawbacks like low yield, poor scalability, and high cost, often requiring multi-step processes. Recently, selective crystallization has emerged as a promising alternative, offering improved efficiency, scalability, and product quality. However, optimizing this method requires a deep understanding of thermodynamic phase behavior in multicomponent systems. In …

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Unveiling Factors Influencing Extract Yield From Milled Rice In Brewing, Matthew Aitkens May 2026

Unveiling Factors Influencing Extract Yield From Milled Rice In Brewing, Matthew Aitkens

Graduate Theses and Dissertations

Rice (Oryza sativa L.) presents a locally sourced, climate-resistant starch source for the brewing industry. As barley faces increased uncertainty due to rising temperatures, Arkansas-grown rice offers a more stable and cost-effective alternative starch source. However, the use of milled adjunct rice by brewers has remained limited, largely due to knowledge gaps about cultivar-specific properties relative to brewing. Chapter 1 provides an overview of rice as a brewing adjunct, reviewing the physiochemical properties important to brewing success. These properties include kernel size, kernel breakage, amylose content, and gelatinization temperature. Mashing strategies for multiple different brewing layouts are overviewed, showing practical …

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From Phenology To Yield Zones: Functional Clustering Of Satellite Time Series For Crop Growth Monitoring, Ikram Morso May 2026

From Phenology To Yield Zones: Functional Clustering Of Satellite Time Series For Crop Growth Monitoring, Ikram Morso

Graduate Theses and Dissertations

Remote sensing and land surface phenology provide a strong basis for characterizing crop development, but their usefulness for within-field yield-zone delineation depends on whether crop development is analyzed as a phenological trajectory and whether the resulting zones are evaluated with spatially defensible statistics. These questions are especially relevant in soybean production because soybean is one of the most important row crops in the United States and the country’s dominant oilseed crop. This relevance is strong in Arkansas, where soybean is a major component of agricultural production. In soybean production, within-field yield variability reflects the combined influence of soil properties, stand …

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Ꭰꮎꮰꭶ (Missing): A Phenomenological Study Of Native American Student Experiences In The Law School Setting, Christina Allene Shaw May 2026

Ꭰꮎꮰꭶ (Missing): A Phenomenological Study Of Native American Student Experiences In The Law School Setting, Christina Allene Shaw

Graduate Theses and Dissertations

The legal landscape for Native American people in the United States is ever evolving and highly nuanced, with its historical foundation anchored into the classical pilasters of American legal jurisprudence. Federal Indian law scholars place that historical foundation within the written opinions of Chief Justice Marshall dating back to the 1820s and 1830s (Fletcher, 2024). Although few law students will likely find themselves closely examining the unassigned readings of the Marshall Trilogy or contemporary federal Indian law, there is one small group of students in law school doing exactly that: Native American law students. American Indians and Alaska Natives are …

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Coloniality Disrupted: Critical Knowledge Interventions Shift Decolonial Attitudes Among White Americans Via Collective Responsibility & Moral Outrage, Mejdy Jabr May 2026

Coloniality Disrupted: Critical Knowledge Interventions Shift Decolonial Attitudes Among White Americans Via Collective Responsibility & Moral Outrage, Mejdy Jabr

Graduate Theses and Dissertations

Epistemologies of ignorance and critical knowledge dialectically shape how individuals psychologically and politically orient themselves within oppressive social systems. Across three studies, I investigated the psychological mechanisms through which critical-historical knowledge about Indigenous peoples relates to and causally shifts support for (or opposition to) decolonization among America’s foremost settler population, White Americans. Study 1 utilized an Indigenous history test to assess the relationship between critical knowledge and support for decolonization (i.e., decolonial policies and practices; DCPPs), finding that critical-historical knowledge is positively associated with DCPP support and that this relationship is mediated by collective responsibility. Studies 2 and 3 built …

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Sel & Hil Integrations For Real-Time Cyber Threat Modeling, Risk Assessment, And Result Validation, Zachary Coel Harris May 2026

Sel & Hil Integrations For Real-Time Cyber Threat Modeling, Risk Assessment, And Result Validation, Zachary Coel Harris

Graduate Theses and Dissertations

The electrical power grid is one of the most critical infrastructure systems, with virtually every other critical system relying on its electricity to operate effectively [1]. One failure in the electrical grid can have cascading effects, reducing, or outright stopping the operation of services vital to people’s lives. Ensuring continuous availability of the electrical grid is vital. This constant need for availability poses a challenge to identify potential cyber-attacks and their impacts. The grid is constantly growing with the addition of DERs (Distributed Energy Resources). Common DERs, such as photovoltaic systems or wind farms, can provide primary or secondary generation …

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“Menopause Is Universal, But No One Prepared Us”: An Inductive Thematic Analysis Of R/Menopause, Alissa Lauren Hardwick May 2026

“Menopause Is Universal, But No One Prepared Us”: An Inductive Thematic Analysis Of R/Menopause, Alissa Lauren Hardwick

Graduate Theses and Dissertations

Menopause is a universal biological transition, yet women’s lived experiences of its emotional, cognitive, relational, and healthcare dimensions remain comparatively underrepresented in research. Guided by critical feminist theory and feminist standpoint epistemology, this study examined how women in the r/Menopause online community described experiences of depression and anxiety during the menopausal transition, how they narrated healthcare encounters, and how they made sense of shifting identity and social value. By treating self-authored online narratives as situated forms of knowledge, the study aimed to illuminate how menopausal distress is interpreted and negotiated in everyday discourse. An inductive qualitative reflexive thematic analysis was …

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Structural Relaxation In Glass-Forming Liquids At Extreme Pressure: Photon-Correlation Spectroscopy And Constrained Thermodynamic Surface Modeling, Kevin Wayne Lyon May 2026

Structural Relaxation In Glass-Forming Liquids At Extreme Pressure: Photon-Correlation Spectroscopy And Constrained Thermodynamic Surface Modeling, Kevin Wayne Lyon

Graduate Theses and Dissertations

Structural relaxation in glass-forming liquids is strongly dependent on both temperature and pressure, yet direct measurement of structural α-relaxation under multi-gigapascal compression has remained experimentally challenging. This work extends depolarized photon correlation spectroscopy (DPCS) to pressures approaching 5 GPa in a diamond anvil cell, representing the highest-pressure implementation of this technique and enabling direct measurement of the structural α-relaxation in a pure liquid at extreme compression. This capability provides access to dynamical regimes previously unexplored by photon correlation spectroscopy and establishes a platform for probing glassy dynamics at high pressure. To describe these measurements, a constrained relaxation-time surface framework is …

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From Classroom To Courtroom: How Educational Strains Shape Juvenile Delinquency, Hailey Elizabeth Houston May 2026

From Classroom To Courtroom: How Educational Strains Shape Juvenile Delinquency, Hailey Elizabeth Houston

Graduate Theses and Dissertations

Juvenile delinquency is a significant social issue with consequences that extend into adulthood and impact future success of youth. Although prior research has explored various factors that affect juvenile delinquency, notable gaps remain – notably a lack of literature on how educational strain effects juvenile delinquency with a focus on rural areas. This study addresses these gaps by examining the effects of educational strain, such as poor academic performance and lack of teacher support, on rural adolescents’ engagement in juvenile delinquency. Data for this study was obtained from the 2023 National Survey on Drug Use and Health (NSDUH), an online …

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From Data Digitization To Personalized Care: Deep Learning And Decision Analytics In Healthcare Systems, Ahla Ko May 2026

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

Graduate Theses and Dissertations

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

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Assessing The Potential Of Taming Chicken Gut Commensal Bacteria Using Random Transposon Mutagenesis, Arjun Chapagain May 2026

Assessing The Potential Of Taming Chicken Gut Commensal Bacteria Using Random Transposon Mutagenesis, Arjun Chapagain

Graduate Theses and Dissertations

The chicken gut microbiome comprises hundreds of bacterial species whose functional roles remain largely unknown, in part because the tools needed to experimentally manipulate these organisms in their native community context have not been systematically developed or validated. This dissertation addresses the gap through three connected research chapters that progressively build a framework for transposon-based genetic delivery in the chicken cecal microbiome, moving from community-wide accessibility mapping to vector optimization to library preparation refinement. In Chapter 2, we established the community-level insertion landscape in chicken cecal metagenome using Himar transposon delivery via RP4 conjugation and aligned Tn-seq reads to a …

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Evaluating The Role Of Hosa–Future Health Professionals In Addressing The Healthcare Workforce Shortage, Amy Warner May 2026

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

Graduate Theses and Dissertations

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

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Solid Embedded Telemetry, Pranav Balasubramanian Natarajan May 2026

Solid Embedded Telemetry, Pranav Balasubramanian Natarajan

Graduate Theses and Dissertations

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

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Effects Of Wetting And Drying On Nutrient Mobilization In Aquatic Systems, Karessa Grace De La Paz May 2026

Effects Of Wetting And Drying On Nutrient Mobilization In Aquatic Systems, Karessa Grace De La Paz

Graduate Theses and Dissertations

Wetting and drying cycles are a fundamental, but underexplored, control on nutrient mobilization and transport in aquatic ecosystems. Such intermittency impacts approximately 60% of the world's streams and rivers, and the extent is expected to increase with future climate change. Additionally, aging reservoir infrastructure is driving restoration efforts, like large-scale drawdowns, that can expose benthic sediments to extended dry periods before refilling. Despite the prevalence of wet-dry cycles, how they influence nutrient transport and mobilization across different aquatic ecosystems remains poorly understood. To address this gap, this thesis presents two complementary studies exploring nutrient dynamics in Arkansas aquatic ecosystems that …

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Understanding The Effects Of Adventure Therapy On Inner City Youths' Sense Of Relatedness, Nicolas Bellegarde May 2026

Understanding The Effects Of Adventure Therapy On Inner City Youths' Sense Of Relatedness, Nicolas Bellegarde

Graduate Theses and Dissertations

Adventure therapy is a creative, transtheoretical group-based model of counseling that utilizes kinesthetic activities coupled with metaphors and processing modalities, alongside experiences outdoors, to facilitate insight and motivate healthy communication between group members. Through intentional sequencing and guidance of activities, facilitators aim to improve participants' communication skills, group engagement, and ability to tolerate discomfort and risk while strategically solving problems. In addition, the integration of nature and the outdoors has been demonstrated to improve mental health and well-being, generating a sense of connectedness to the environment and to the group. Adolescence is a time of rapid developmental change characterized by …

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Assessment Of The Quality, Practicality, And Economic Viability Of Malted Rice, Bernardo Pontes Guimaraes May 2026

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

Graduate Theses and Dissertations

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

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Does The Medium Make A Difference? A Quantitative Study Of Traditional Versus Social Media, Erin Elaine Bailey May 2026

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

Graduate Theses and Dissertations

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

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Religion, Crime, And The Mediating Effects Of Social Control And Self-Control, Parker Bowman May 2026

Religion, Crime, And The Mediating Effects Of Social Control And Self-Control, Parker Bowman

Graduate Theses and Dissertations

Past research on the relationship between religion and crime has found the two variables have a significant negative correlation. Currently, there are two main mechanisms used to explain this relationship: social control and self-control. Social control theorists argue that participation in religious organizations decreases criminal behaviors by increasing social bonds. Self-control theorists argue that religious norms and values decrease criminal behavior by increasing an individual's self-control. While both mechanisms have been well supported by research, there remains the question of which is the stronger mediator of the religion-crime relationship. This study seeks to answer this question by comparing the effects …

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A Spatial Analysis Of Socioeconomic Characteristics And Community Vulnerability To Natural Hazards In Arkansas, Emma Steuber, Brad Peter May 2026

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

Geosciences Undergraduate Honors Theses

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

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Survival Patterns Among Adult And Pediatric Bone Cancer Patients, Ethan Estes May 2026

Survival Patterns Among Adult And Pediatric Bone Cancer Patients, Ethan Estes

Mathematical Sciences Undergraduate Honors Theses

Recently noted, Huang et al. (2023), machine learning (ML) models, while offering great advantages over traditional statistical predictive modeling methods, are less explored in the analysis of survival and other similar time-to-event predictive data modeling. ML methods such as neural networks offer a great deal of promise but need to be further explored to investigate their comparative power in predicting survival outcomes. Focusing specifically on survival analysis in adult and pediatric bone cancer patients, traditional methods, like shown in Emmert-Streib and Dehmer (2019), will be shown with machine learning models using methods in Hothorn, Hornik, and Zeileis (2006). In this …

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Ncaa Revenue Sharing: Implications For University Financial Reporting And Sustainability, Cal Dunham May 2026

Ncaa Revenue Sharing: Implications For University Financial Reporting And Sustainability, Cal Dunham

Accounting Undergraduate Honors Theses

The NCAA's House v. NCAA settlement, finalized in June 2025, allowed Division I universities to directly share athletic revenue with student-athletes for the first time, resulting in up to $20.5 million in new annual costs per institution. This thesis explores how this model affects the athletic department's financial reporting and long-term sustainability. Using historical financial data, legal documents from the first year of revenue-sharing litigation, and relevant accounting standards, it addresses three key questions: how revenue-sharing obligations should be recognized and disclosed under nonprofit standards, how breach-of-contract disputes influence financial reporting obligations, and whether the model is sustainable across different …

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Just Roll With It: Literacy And Community Building In Hobby Board Gaming, Mackenzie C. Allen May 2026

Just Roll With It: Literacy And Community Building In Hobby Board Gaming, Mackenzie C. Allen

English Undergraduate Honors Theses

With the rise in popularity of hobby board gaming in the last 25 years, their usefulness to studying adult engagement in literacy has emerged as a new avenue of exploration. Although there has been a large amount of research into how board games can be designed and played with learning in mind, the study of recreational board games in the context of literacy and community is lacking. This thesis explored the means through which board games played in recreational settings act as tools of literacy. Through direct gameplay of 36 games across 6 months, qualitative data was gathered in pursuit …

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Effectiveness Of Reading Strategies On Middle School Students' Independent Reading Habits, Kara A. Helms May 2026

Effectiveness Of Reading Strategies On Middle School Students' Independent Reading Habits, Kara A. Helms

Master of Education Program Theses

This study explored the effects of specific reading strategies on sixth-grade students’ independent reading engagement. Students were taught a series of independent reading engagement strategies and asked to utilize and reflect on each strategy over the course of six weeks. Results of the study were mixed, with some students benefiting from reading engagement strategies while others did not.

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The Effect Of A Structured Weekly Practice Routine On A Middle School Choir Student's Practice Behavior And Rehearsal Engagement, Sam Kim May 2026

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

Master of Education Program Theses

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

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Creating Space For Pleasure: The Effects Of Alternative Reading Environments On Secondary Students' Reading Attitudes, Kari Rushmer May 2026

Creating Space For Pleasure: The Effects Of Alternative Reading Environments On Secondary Students' Reading Attitudes, Kari Rushmer

Master of Education Program Theses

This study examined how dedicated, free-choice reading time influenced student perceptions of and enjoyment of reading in a 10th-grade classroom. The purpose of the study was to determine whether providing weekly free-choice reading time within a comfortable, book-rich, library/café-style environment influenced reading enjoyment among 10th-grade students. Results indicated modest positive shifts in students’ comfort in the reading environment and their desire for in-class reading time, with qualitative data suggesting an increase in students’ enjoyment of reading. These findings suggest that environmental factors and dedicated reading time may support increased student engagement, even over a short intervention period.

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A Curriculum To Empower And Equip Women For Leadership In The Monash City Church Of Christ In Melbourne, Australia, Devni Yasindra Attygalle May 2026

A Curriculum To Empower And Equip Women For Leadership In The Monash City Church Of Christ In Melbourne, Australia, Devni Yasindra Attygalle

Doctor of Ministry Theses and Dissertations

This thesis addresses women in Christian leadership in the Monash City Church of Christ Melbourne, Australia. The problem identified within this ministry context was a lack of appropriate theological teaching around women in leadership, especially in the areas of preaching, teaching, and leading, which has led to misconceptions and prejudices in the minds of church members, negatively impacting the congregation’s mission. The purpose of the project was to develop a curriculum specific to MCCOC that provides a theological foundation for advocating for future senior leadership roles for women. The curriculum provides biblical teaching on women in leadership that will equip …

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Silence Or Self-Disclosure? Examining The Psychological And Relational Factors Shaping Political Communication Between Gen Z And Their Families, Bradford E. Netherton May 2026

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

Communication (PhD) Dissertations

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

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