Digital Commons Network^™

Treatment And Interventions For Sexual Assault In Humanitarian Contexts: Addressing Gaps In Refugee And Idp Camp Care In Myanmar, Erin Nash

Capstone Experience: Master of Public Health

Sexual and gender-based violence (SGBV) remains a pervasive yet under-addressed issue in humanitarian settings. Refugee and internally displaced person (IDP) camps along the Thai– Myanmar border represent a complex nexus of protracted displacement, ethnic conflict, and limited access to medical and psychosocial care. Although the prevalence of sexual assault in these contexts is well-documented, there is a critical gap in the literature regarding effective, context-specific treatment and intervention strategies. This capstone project conducts a comprehensive review of existing research on sexual assault care in humanitarian crises worldwide and assesses its applicability to displaced ethnic minorities from Myanmar. The analysis considers …

Plan To Develop A Theory-Based Diabetes Social Media Campaign For Spanish-Speaking Adults In Finney County, Ks: Integration Of A Promotora, Focused Discussion Groups, And Community Feedback To Ensure Cultural Appropriateness, Julevi P. Bernido

Capstone Experience: Master of Public Health

The 2025 Community Health Needs Assessment (CHNA) shows that over 11% of adults in Finney County, Kansas, have diabetes, which surpasses both state and national averages. Census data from 2016-2020 indicate that 42.6% of residents ages five and older speak a language other than English at home, and 36.1% speak Spanish (United States Census Bureau, n.d.). The CHNA further highlights concerns about language and cultural barriers to care, especially among the Spanish-speaking population. Notably, 21.74% of residents have limited English proficiency—much higher than the state’s 12.1% (CHNA, 2025).

This capstone will develop a theory-based social media campaign plan to support …

Gestational Diabetes And Social Determinants Of Health In Black Women, Darianne Greenwood

Capstone Experience: Master of Public Health

Gestational Diabetes Mellitus (GDM) poses significant health risks, specifically increasing the risk of developing Type 2 Diabetes post-delivery, as well as increasing the risk of adverse neonatal and maternal outcomes. Black women, in particular, experience disproportionately higher rates of GDM incidence, severity, and complications in comparison to White women. Biological factors alone do not account for these disparities, necessitating a deeper examination into how systemic factors, particularly the social environment, influence these inequitable health outcomes. The purpose of this comprehensive literature review is to answer the question: “How do the Social Determinants of Health (SDoH), such as residential segregation, food …

A Literature Review Of Estrogen Synthesis And Metabolizing Enzymes Produced By The Human Gut Microbiome And Their Correlation With Cancer, Rebecca Cederberg

Capstone Experience: Master of Public Health

The link between estrogen and cancer initiation or progression has been well established; such that the World Health Organization’s International Agency for Research on Cancer (WHO IARC) has classified several estrogen therapies and estrogenic compounds as group 1 carcinogens. Estrogen and/or its receptors have been associated with reproductive cancers such as breast, ovarian, endometrial, and prostate, as well as lymphomas, lung, and colon cancers. Additionally, elevated levels of estrogen and altered gut microbiomes are also associated with increased rates of breast cancer. More recently, microbial genes that are capable of synthesizing estrogen and deconjugating estrogen metabolites have been identified, and …

A Common Pool Of Privacy Problems: Legal And Technical Lessons From A Large-Scale Web-Scraped Machine Learning Dataset, Rachel Hong, Jevan Hutson, William Agnew, Imaad Huda, Tadayoshi Kohno, Jamie Morgenstern

Articles

We investigate the contents of web-scraped data for training AI systems, at sizes where human dataset curators and compilers no longer manually annotate every sample. Building off of prior privacy concerns in machine learning models, we ask: What are the legal privacy implications of web-scraped machine learning datasets? In an empirical study of a popular training dataset, we find significant presence of personally identifiable information despite sanitization efforts. Our audit provides concrete evidence to support the concern that any large-scale web-scraped dataset may contain personal data. We use these findings of a real-world dataset to inform our legal analysis with …

At The Crossroads: Designing For Livability And Community Identity In An Era Of Rapid Suburban Growth In Rogers, Minnesota, Reagan Johnson

Landscape Architecture Theses

At the Crossroads explores how landscape architecture can guide suburban growth while strengthening livability, connectivity, and community identity in Rogers, Minnesota. As Rogers continues to expand within the Twin Cities metropolitan region, the city faces challenges associated with suburban sprawl such as limited pedestrian connectivity and the potential loss of local identity. This thesis focuses on a 128.4-acre site near the historic Fletcher crossroads and proposes a landscape-driven design approach organized around historic preservation, walkable public spaces, a parks and open space network, and mixed residential development. Inspired by Garrett Eckbo’s belief that community form results from community design, the …

Unified Deep Learning Techniques For Spatial Detection And Temporal Forecasting Across Visual Domains, John Olawale Olamofe

All Dissertations

This dissertation proposed a unified deep learning framework for spatial detection and temporal forecasting across visual domains, designed to address limited supervision, class imbalance, and scale variability. The framework was structured around four complementary principles: Domain-Aware Input Rebalancing, Representation-Centric Learning, Diversity-Driven Robustness, and Transfer Across Scale and Modality, which together enabled robust visual representation learning across heterogeneous data sources.

Domain-Aware Input Rebalancing mitigates non-uniform and sparse data distributions by actively reshaping inputs before learning via class-aware augmentation, sampling, resolution manipulation, and super-resolution. This principle underpins object detection in overhead satellite imagery (xView), dense urban aerial scenes (CADOT), temporally sparse NDVI …

The Bridge To Becoming An Educator: An Analysis Of Educator Preparation Programs And Their Effects On Stakeholders, Myltazaire Kynshasha Crayton

All Dissertations

This qualitative study examined how national, state, and institutional policies impact teacher certification processes and influence the experiences of stakeholders in educator preparation programs (EPPs), including administrators, professors, and teacher candidates. Guided by Astin’s Input-Environment-Output (I-E-O) model, this research examined how inputs such as policy mandates, institutional culture, and candidate demographics interact with educational environments to produce diverse outcomes in teacher preparation, certification, and retention. Data were collected through semistructured interviews, questionnaires, document analysis, and policy review across two university EPPs, one in Texas and one in Arkansas. Findings revealed that inconsistencies in policy interpretation, financial and academic barriers, and …

Beyond Home And Child Care Centers: Reimagining Affordable Child Care Through Pod Design In East Grand Forks, Minnesota, Kassidy Allard

Architecture Theses

Due to rising operational costs, increasing regulatory pressures, and a steady decline in home-based providers, Minnesota is facing a child care shortage. In turn, the state has adopted community-based family child care, or pod model. A majority of the existing facilities are retrofitted spaces that neglect essential design considerations affecting the daily experiences of children and the well-being of the child care provider. This project explores how architectural design can strengthen and reimagine the emerging pod model by creating an affordable facility designed to prioritize daylight, spatial flexibility, comfort, and safety. This research aims to create a shared environment where …

Climate-Adaptive Urban Arboretum: Designing Tree Diversity And Landscape Resilience Against Climate-Related Tree Diseases In Fargo, North Dakota, Rojin Ghafori Dehgolan

Landscape Architecture Theses

This thesis explores how climate change may influence the severity of Oak Wilt Disease and Dutch Elm Disease in Fargo, North Dakota, and how landscape design can respond to future urban forest health challenges. Urban trees are essential components of green landscapes because they provide shade, aesthetic value, ecological benefits, and social comfort. However, climate change is altering environmental conditions such as temperature, precipitation, soil moisture, humidity, drought, and flooding, all of which can influence plant disease development. This research focuses on two major tree diseases: Oak Wilt Disease, caused by Bretziella fagacearum, and Dutch Elm Disease, caused by …

Hydrologic Harmonies: Weaving Water Corridors Into Fargo's Park, Trail, And Open Space Network, Isaac Janssen

Landscape Architecture Theses

This thesis investigates how Fargo’s river corridors can be redesigned as connected, multi-functional public landscapes that strengthen community access, expand recreational opportunities, and support nature-based education. Although the Wild Rice and Red Rivers shape the city’s identity, decades of flood-control infrastructure and fragmented access have limited the public’s relationship with these waterways. As Fargo continues to grow and adapt to changing hydrologic conditions, the need for resilient, accessible, and educational riverfront spaces has become increasingly urgent.

Using a mixed-method approach that integrates literature review, precedent analysis, GIS-based site assessment, and iterative design exploration, this project develops a framework for reconnecting …

The Green Spine: Reimagining The Central Campus Of North Dakota State University Through Social Green Spaces And Pedestrian Connections, Lydia Ham

Landscape Architecture Theses

This thesis studies how landscape architecture can reimagine university campuses as connected, flexible, and functional environments that enhance how people will interact with the outdoor environment. Focusing on North Dakota State University in Fargo, North Dakota, the project focuses on adding green space where there are currently underutilized open spaces. Key principles of successful campus landscapes focus on including well defined circulation systems, spatial variety, and multifunctional use. Where research has developed three focus zones including Bison Green, Prairie Common, and Herd Crossing to show how integrated landscape systems can support movement, learning, and recreation while still maintaining an overall …

Temporality Waters: Connecting People To The Brays Bayou Through Memory, Culture, And Identity Experiences In Houston, Texas, Khulda Aamir Obaid

Landscape Architecture Theses

Communities across Texas face increasing hydrological pressures from natural climate variability, changing precipitation patterns, and rapid urban growth. Although directly attributing extreme precipitation events to anthropogenic climate change is complicated by internal variability and observational limitations (de Vries et al., 2023; Griffin et al., 2024; IPCC, 2021; National Academies, 2016), cities such as Houston are preparing for more frequent and intense storms. Historical floods—including Tropical Storm Allison, the Memorial Day and Tax Day floods, and Hurricane Harvey—have exposed the limits of Houston’s predominantly hard-infrastructure flood management. The Brays Bayou watershed, particularly the Meyerland neighborhood, shows heightened vulnerability, where impervious surfaces, …

R Software Tutorials For Introductory Statistics Courses, Erica M. Hurst

All Graduate Reports and Creative Projects, Fall 2023 to Present

This project focused on creating online resources for using the statistical software package R in an introductory statistics course at Utah State University. The goal was to make R more accessible, user-friendly, and engaging for learners. To do this, existing written materials were moved to a new section of an online website called Stats Stuff. Then interactive features were added such as step-by-step video tutorials, real datasets, and an embedded coding tool. These resources have been in use for the past four years and have helped students build confidence and enhance their statistical learning experience.

Discovering Strategic Behaviors In The Floor Using Reinforcement Learning, Kevin Parks

All Graduate Reports and Creative Projects, Fall 2023 to Present

This project investigates how a reinforcement learning (RL) agent can develop territorial strategies in a highly stochastic, grid-based approximation of the television game show The Floor. I design a custom Gymnasium-compatible environment that models the show’s core mechanics on a 10×10 board, including probabilistic duels governed by player skill, adjacency-constrained attacks, chain-attack rules, and a Randomizer mechanism for selecting new initiating players. A Maskable Proximal Policy Optimization (Maskable PPO) agent is trained under several reward configurations and evaluated against stochastic non learning opponents as well as random and “always pass” baselines.

Across experiments, the best-performing configuration achieves a win …

Financial Overconfidence, Borrowing, And Life-Cycle Outcomes, Jessica B. Parkinson

All Graduate Reports and Creative Projects, Fall 2023 to Present

This paper studies the effects of overconfidence in a lifetime consumption and savings model that allows for debt accumulation. Overconfidence, a well-documented behavioral bias, leads individuals to hold distorted perceptions of the different interest rates that they face on their savings and on their borrowings. While existing life-cycle models with overconfidence abstract from debt, I introduce a spread between the interest rates on savings and on borrowings, where the overconfident individual forms distorted perceptions of this spread. To model the actual and the perceived spreads, a continuously differentiable logistic function is utilized, and these spreads are incorporated into a standard …

The Phoenix Project: A Self-Regulation Approach To Improving Credit Recovery Outcomes, Janice Smith

All Graduate Reports and Creative Projects, Fall 2023 to Present

Graduation from high school is a critical milestone that leads to better job opportunities, higher education, and a lifetime of economic stability, which is why improving graduation rates is a critically important focus. However, many students who attend alternative schools face significant barriers to graduation, including inconsistent attendance, academic deficits, and personal challenges. The purpose of this creative project is to develop a self-determination intervention to support students when working on credit recovery. This creative project includes (1) a description of relevant research used to inform this project, (2) a description of the intervention and how it worked for students, …

Vernacular Religiosity: Liminality, Mentorship, And Communal Reciprocity In Women's Religious Communities, Megan J. Miller

All Graduate Reports and Creative Projects, Fall 2023 to Present

This thesis is a study on women’s religious communities, and the vernacularized traditions practiced by the women themselves from a folkloric perspective. Examining the creative and meaningful ways women find to interact with their faith on a daily basis, this thesis proposes a natural cycle of religious participation which allows the women to move between active and passive participation roles within their religious communities, and creates equitable spaces for women by relying on the communal reciprocity of the group.

By focusing on individual women and their experiences and belief practices as part of a larger community of religious practice, this …

Open Space Management Planning: A Framework And Case Study From Eagle Mountain City, Utah, Nathan K. Shumway

All Graduate Reports and Creative Projects, Fall 2023 to Present

Open Space Management Plans (OSMPs) are increasingly used by municipalities to guide the long-term stewardship of natural lands; however, little formal guidance exists regarding how these plans are structured, developed, or organized in practice. While numerous OSMPs are publicly available, their compositional logic, procedural workflows, and thematic priorities remain largely undocumented within academic literature. This study addresses that gap through a qualitative document analysis of fifteen publicly accessible OSMPs from the western United States, published between 2015 and 2024.

Using manual matrix-based coding in Microsoft Excel, each plan was analyzed through three lenses: structural composition, procedural development, and thematic content. …

Patterns Of Acquisition For /ɹ/ Across Phonetic Contexts, Hailey Nielson

All Graduate Reports and Creative Projects, Fall 2023 to Present

Purpose: 

This study examined longitudinal changes in /ɹ/ production (i.e., the “r” sound) among 14 children aged five to seven at risk for persistent speech sound disorders (SSDs). Children at risk for SSDs show slower or atypical development of /ɹ/, yet little is known about which early patterns predict persistent difficulty, making it difficult for clinicians to prioritize caseloads and provide timely intervention. Using perceptual accuracy ratings across varied /ɹ/ contexts, we modeled growth in /ɹ/ accuracy across different word contexts and evaluated the extent to which early accuracy and changes in /ɹ/production predicted mastery at age seven.

Methods: 

Longitudinal …

Which Energy Expenditure Equation Is Most Accurate In A Field-Based Setting?, Merrill C. Ward

All Graduate Reports and Creative Projects, Fall 2023 to Present

Several energy expenditure prediction equations for walking on varied terrain exist; however, these predictions are often theoretical and have not undergone rigorous field testing for accuracy. Field research on this topic is sparse. The aim of this study was to determine if any existing energy expenditure prediction equations are accurate in a field-based setting with load and gradient being taken into account (i.e., under conditions that are most applicable to day hiking). This was done by directly measuring relative VO₂ (ml/kg/min) of study participants and comparing these direct measurements to the values generated from the existing prediction equations. Fifteen …

Implementation Of Udl In Secondary Classrooms: A Capstone Project, Livia J. Mortensen

All Graduate Reports and Creative Projects, Fall 2023 to Present

In today’s classrooms, students come from various backgrounds and may benefit from a variety of instructional approaches to meet their unique learning needs. Regardless of the need to tailor instruction for students, traditional teaching methods continue in classrooms but often fail to accommodate all the needs of our students. Many students, including students with disabilities, may struggle to engage with the standard curriculum that does not provide sufficient flexibility in instruction to reach all types of learners (Smith, 2012). Universal Design for Learning (UDL) is an educational framework that seeks to address this specific issue by promoting inclusive teaching practices, …

Sql Query Optimization - Human Vs. Chatgpt, Hailey Dennis

All Graduate Reports and Creative Projects, Fall 2023 to Present

Large Language Models (LLMs) such as ChatGPT have become ubiquitous tools for working professionals in the software industry. Many engineers are finding new ways to increase productivity by offloading tasks onto LLMs, while others are finding it difficult to trust code produced artificially, even after review. Taking a look at both perspectives, this study aims to compare a human’s ability to optimize SQL queries to that of an LLM and assess the experience using both methods.

Manual query optimization is a tedious task that relies heavily on statistics, heuristics, and good intuition. The SQL developer must search for the optimal …

Check-In/Check-Out Implementation Across Grade Levels For Improving Unexcused Absences In A High School Setting, Otis C. Bitsuie

All Graduate Reports and Creative Projects, Fall 2023 to Present

Chronic absenteeism may contribute to declining graduation rates for many students with disabilities. Students with disabilities face challenges with academic and emotional behaviors. Chronic absenteeism causes students to fall behind with classroom materials, and they are unable to utilize instructional supports, emotional supports, or assistance with transitions. Students with disabilities who miss class often tend to drop out of school, which leads to difficulties with navigating post-high school life. Students who do not obtain a school diploma often experience high unemployment rates, homelessness, and incarceration. Students facing chronic absenteeism need interventions that will improve problem behaviors amongst students. I will …

Turning Me Into We: A Workbook To Improve Relational Communication, Megan N. Charchenko

All Graduate Reports and Creative Projects, Fall 2023 to Present

Communication is a key factor that contributes to relational satisfaction, yet many couples struggle with communication. I wrote a set of workbooks for couples intended to teach healthy communication skills to help couples overcome their communication barriers. The workbooks cover topics of identity, expectations, boundaries, and physical intimacy. Each chapter utilizes theories and research to educate individuals on communication skills and then guides them through the application of the skills. I wrote a workbook for the individuals and one for the couple to work on together. Together, the workbooks will help couples improve communication and implement healthy communication behaviors regarding …

The Cache Valley Express: A Proposal For Bus Rapid Transit Serving Cache County, Utah, Benjamin L. Chandler

All Graduate Reports and Creative Projects, Fall 2023 to Present

A Bus Rapid Transit (BRT) is a transit route, often with its own dedicated lane, that uses buses but has greater frequency and greater distance between stops than local bus routes. These elements allow passengers to reach their destination more quickly. A BRT's stations have many of the same amenities found at a light rail station. By building a BRT line, Cache Valley, Utah can prepare for the growth it is already facing. This study aims to determine the most useful route for a BRT line, which would be known as the Cache Valley Express (CVX), and evaluate the general …

In This World: A Scalable Methodology For Scenic Design, Michael W. D. Francis

All Graduate Reports and Creative Projects, Fall 2023 to Present

This thesis examines how strong scenic design emerges not from how something looks, but from a clear understanding of how its world works. Rather than starting from aesthetic preference or visual trends, it outlines a process that identifies a central idea within a story and uses that idea to shape a cohesive spatial environment. By focusing on how a world behaves - what drives it, what resists change, and how its internal logic operates - design decisions begin to align, creating work that feels intentional rather than assembled. Through a series of production case studies, it evaluates how that process …

Seasonal Body Composition And Neuromuscular Changes In High School Wrestlers: Medicine Balls For Fatigue Testing, Courtney Mccall Condie Carroll

All Graduate Reports and Creative Projects, Fall 2023 to Present

This study examines the effects a single wrestling season has on high school athletes’ body composition, muscle quality, membrane capacitance, and neuromuscular performance, and whether instrumented medicine balls are sensitive enough to serve as a field test for chronic fatigue. Twenty-five high school wrestlers (males=18, females=7) were recruited and assessed pre-season (Pre), mid-season (Mid), and end-of-season (Post). Outcome measures included body mass, fat-free mass, fat mass (via bioelectrical impedance spectroscopy), echo intensity (EI, via B-mode ultrasound) of the vastus lateralis (VL) and biceps brachii (BB), and countermovement rotational and backward-overhead throws with medicine balls instrumented with accelerometers.  Repeated measures ANOVA …

Uncanniness In Toni Morrison's The Bluest Eye, Seth L. Callor

All Graduate Reports and Creative Projects, Fall 2023 to Present

This thesis explores how Toni Morrison’s 1970 novel The Bluest Eye has a feature called the uncanny. Uncanniness, as originally explained by Sigmund Freud, is when something that was familiar becomes unsettlingly unfamiliar in a way that was likely once repressed. Other thinkers have since talked about how the uncanny is used in stories to question how their demographics are oppressed. Following their example, this thesis explains how The Bluest Eye is an example of using the uncanny to question harmful ways of seeing. Through demonstrating how The Bluest Eye uses obviously uncanny things like dolls and moves to more …

“The Revolution Begins At Home”: Ambivalent Sexism In The Color Purple And The Help, Berit P. Gibson

All Graduate Reports and Creative Projects, Fall 2023 to Present

Ambivalent sexism theory, proposed by Glick and Fiske in 1996, argues that sexism is comprised of both negative and “positive” images of women. The theory has become a staple in research on sexism as it theorizes the Madonna/whore dichotomy as sexist on both sides of the binary, and how attitudes switch from “positive” to negative. But, so far, literature scholars have not used the theory to read literature. As the theory is based in ideals of white womanhood, how do we do so in an intersectional way?

In order to work through this question, I bring in The Color Purple …