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Graduate Theses and Dissertations

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Crispr-Cas9 Integration Of Salmon Elovl2 In Zebrafish Enhances Lc-Pufa Biosynthesis And Growth Across Diets, Waleed Sami J. Al-Bachry May 2025

Crispr-Cas9 Integration Of Salmon Elovl2 In Zebrafish Enhances Lc-Pufa Biosynthesis And Growth Across Diets, Waleed Sami J. Al-Bachry

Graduate Theses and Dissertations

Fish are a rich source of EPA and DHA, which are well-known long-chain polyunsaturated fatty acids (LC-PUFAs). The sustainable production of these essential fatty acids poses significant challenges, mainly due to our dependence on marine fish and certain nuts. CRISPR-Cas system was utilized to insert the elongation of long-chain fatty acids-like2 (Elovl2) gene from Salmo salar into Danio rerio. Elovl2 was introduced at 10-15-minute post-fertilization, and successful integration confirmed by PCR genotyping, sequencing and expression of EGFP. Approximately 67% of injected embryos successfully exhibited EGFP and sequence results verified the gene integration of Salmo salar Elovl2 at the first start …


Variation In Stress Response Regulation Across Natural Isolates Of Saccharomyces Cerevisiae, Crystal Christine Crook May 2025

Variation In Stress Response Regulation Across Natural Isolates Of Saccharomyces Cerevisiae, Crystal Christine Crook

Graduate Theses and Dissertations

The stress response of Saccharomyces cerevisiae is a valuable area of study for understanding cellular adaptation mechanisms that govern survival in fluctuating environments. This dissertation investigates stress response regulation in yeast through the roles of Hog1 mitogen-activated protein kinase (MAPK) and the post-transcriptional regulator Mkt1, a key post-transcriptional regulator, in diverse wild yeast isolates. Hog1 is traditionally known for its central role in osmotic stress regulation in the high-osmolarity glycerol (HOG) pathway. This study expands the functional scope of Hog1 to include oxidative and ethanol-induced stress responses.

In parallel, we investigate post-transcriptional regulation of stress responses by the Mkt1 interactome, …


Exploring Hybrid Cohort-Based Doctoral Program Features That Support Nontraditional Doctoral Students’ Persistence: A Preregistered Case Study., Glenda Winborn May 2025

Exploring Hybrid Cohort-Based Doctoral Program Features That Support Nontraditional Doctoral Students’ Persistence: A Preregistered Case Study., Glenda Winborn

Graduate Theses and Dissertations

With the rise of hybrid learning models, non-traditional learners have greater access to doctoral education. However, attrition rates from doctoral programs remain high, ranging from 40% to 50% across all doctoral programs and exceeding these levels in online non-traditional programs. Numerous causes of attrition or persistence in doctoral studies have been researched and can affect the student, the academic institution, and the broader academic society. This qualitative case study will explore adult and lifelong learning doctoral students' perceptions of the programmatic and instructional support resources that have helped improve persistence in their program. Two of the important programmatic features of …


Development Of Si-Based Germanium-Tin Infrared Photodiode, Sylvester Amoah May 2025

Development Of Si-Based Germanium-Tin Infrared Photodiode, Sylvester Amoah

Graduate Theses and Dissertations

Short-wave infrared (SWIR) and mid-wave infrared (MWIR) photodetectors have attracted increasing attention for the past few decades. SWIR and MWIR detectors are used for a wide range of applications in military and civilian defense, such as future automotive night vision, video surveillance security cameras, and integrated night vision in mobile/wearable electronics. The current market-dominating IR photodetector technology is mainly developed with the costly III-V or II-V material systems, such as InGaAs, InSb, and HgCdTe. While many efforts have been made towards the hybrid integration of III-Vs or II-VIs on a Si substrate, it is highly desirable to develop an alternative …


Fish Cultivation In Fallow Season Rice Fields: Effects On Landscape Methane Emissions, Samuel Carroll May 2025

Fish Cultivation In Fallow Season Rice Fields: Effects On Landscape Methane Emissions, Samuel Carroll

Graduate Theses and Dissertations

Co-cultivation of aquatic animals and rice in the same field is a fairly common practice in various parts of the world, with a number of well-established agro-ecological benefits, such as decreasing the need for chemical pesticides and fertilizers, increasing soil organic matter, and reducing the land area needed for agricultural production. One area of environmental concern in rice production is greenhouse gas emissions. Rice production contributes about 10% of global anthropogenic methane (CH4) emissions. Currently around 27.5% of Arkansas rice fields are flooded in the winter, which can increase CH4 emissions in the fallow season by 45% …


Fergus Of Galloway: A New Translation For A New Audience, Emily J. Aguayo May 2025

Fergus Of Galloway: A New Translation For A New Audience, Emily J. Aguayo

Graduate Theses and Dissertations

My dissertation focuses on one text – Li romanz de Fergus – an Arthurian romance composed in Old French in the early thirteenth century by a mysterious author named Guillaume le Clerc. I have learned as much as I can about this romance and have looked at it from every angle possible. The scope of my research is narrow and deep because it focuses on one text, its author, and its subject matter. I have created a new theory about the identity of the author, Guillaume le Clerc, based on historical documents such as the Acts of Lordship from Scotland, …


Sonic Subversion: An Intersectional Analysis Of South African Punk, 1976-Present, Amber Lenser May 2025

Sonic Subversion: An Intersectional Analysis Of South African Punk, 1976-Present, Amber Lenser

Graduate Theses and Dissertations

The 1970s in South Africa were plagued by systematic racial segregation, widespread political violence, and fervent censorship under the apartheid regime. Political tensions were rising precipitously in the final years of the decade, stoked by the brutal police response to the Soweto Uprising (1976) and the murder of Black Consciousness leader Steve Biko (1977). It was amidst this atmosphere of profound oppression and increasing political unrest that punk made its South African debut. Apartheid South Africa served as a fertile breeding ground for punk’s inherent culture of defiance and anti-authoritarianism. Remarkably, punk has demonstrated the power to transcend sociodemographic boundaries …


Survival Signature Estimation Using Optimization And Monte-Carlo Simulation For K ≥ 3 Classes Of Nodes On Two-Terminal Networks, Md Sazid Rahman May 2025

Survival Signature Estimation Using Optimization And Monte-Carlo Simulation For K ≥ 3 Classes Of Nodes On Two-Terminal Networks, Md Sazid Rahman

Graduate Theses and Dissertations

This research develops an efficient approach to estimating survival signatures for two-terminal networks with more than two classes of components. Recently, the survival signature has gained substantial attention in the literature on network reliability estimation due to its unique separability property, which enables passing the network topology information independent of the failure distribution of the components. Following recent results from the literature, estimating the two-terminal survival signature by Monte Carlo simulation entails solving a multi-objective maximum capacity path problem on a two-terminal network in each replication. We adapt a multi-objective Dijkstra’s algorithm from the literature to construct the set of …


Exploring Full-Time Female Faculty Members’ Experiences With Institutional Climate In Rural Arkansas Community Colleges: A Preregistered Study, Gabrielle Patterson May 2025

Exploring Full-Time Female Faculty Members’ Experiences With Institutional Climate In Rural Arkansas Community Colleges: A Preregistered Study, Gabrielle Patterson

Graduate Theses and Dissertations

The current literature implies that female faculty in community colleges often endure a chilly organizational climate of marginalization. This marginalization makes female faculty more likely to leave higher education than male colleagues because of a lack of appreciation and recognition. This qualitative exploratory multiple-case study (preregistered study) uses the Job Embeddedness Theory as its conceptual framework. It explores full-time female faculty members’ (F-TFFMs) experiences with institutional climate in rural Arkansas community colleges to understand their motivations to teach in the setting and the reasons they choose to stay in their position. Findings from this study will show F-TFFMs motivations to …


Examining The Impact Of The Executive Healthcare Leadership Institute On Faculty Readiness To Lead, Blythe Eggleston May 2025

Examining The Impact Of The Executive Healthcare Leadership Institute On Faculty Readiness To Lead, Blythe Eggleston

Graduate Theses and Dissertations

Americans living in rural communities face significantly poorer health outcomes compared to those in urban areas. Academic medical centers (AMCs), such as the University of Arkansas for Medical Sciences (UAMS), play a critical role in addressing these disparities by incorporating rural health improvement into their mission. UAMS has committed to mitigating adverse health outcomes through targeted initiatives. However, AMCs operate within highly complex environments, balancing their tripartite mission of teaching, research, and clinical care, which demands exceptional leadership. These institutions also face unique organizational and economic challenges, compounded by personal and professional pressures on faculty members. To enhance leadership capacity …


How Novice Arkansas Teacher Corps Teachers In The Arkansas Delta Stabilize In Their Profession: A Dissertation, Nicholas G. Patterson May 2025

How Novice Arkansas Teacher Corps Teachers In The Arkansas Delta Stabilize In Their Profession: A Dissertation, Nicholas G. Patterson

Graduate Theses and Dissertations

Foundational research exists on the teacher life cycle, novice teacher struggles, and the role of burnout on public sector employees, including teachers (Huberman, 1989; Veenman, 1984; Maslach & Jackson, 1981). However, less research explores teachers' perceptions about what allows them to move through the profession’s life cycle and past initial struggles and avoid burnout. There is a significant gap in the literature about why some teachers persist while others leave the profession at alarming rates (U.S. Department of Education, 2007; Alliance for Excellent Education, 2005). Seven phases exist in a teacher’s life cycle: survival/discovery, stabilization, experimentation/activism, reassessment/self-doubts, serenity, conservatism, and …


Identifying Predictors Of Student Success During Occupational Therapy Level Ii Fieldwork, Melissa R. Foster May 2025

Identifying Predictors Of Student Success During Occupational Therapy Level Ii Fieldwork, Melissa R. Foster

Graduate Theses and Dissertations

The training paradigm for new occupational therapy (OT) practitioners includes both didactic classroom learning and clinical fieldwork experiences in order for them to establish clinical competency. However, many students struggle with the theory-to-practice gap of translating classroom knowledge to clinical experiences. When students struggle in this manner, it causes stress for all stakeholders involved, including the fieldwork educator, clinic managers, OT program faculty, as well as the student.

This study aims to avoid this stress by identifying predictors of student success by analyzing data from recent graduates of the University of Arkansas/University of Arkansas for Medical Sciences OT program through …


Constraining Neutron Star Kicks Through Gravitational Wave Detection, James Phillips May 2025

Constraining Neutron Star Kicks Through Gravitational Wave Detection, James Phillips

Graduate Theses and Dissertations

Neutron stars have, on average, much higher proper motions than those of hot and bright O and B type main sequence stars. Thus, it is widely suspected that asymmetries in core-collapse supernovae provide a substantial kick to these compact objects at birth. Gen- eral Relativity predicts that such supernova asymmetries will generate bursts of gravitational radiation, though no such burst has been yet detected. Here we argue that the polarization amplitudes of those gravitational waves can be used to calculate the kicks imparted on that nascent neutron star. We begin by reviewing the evidence for natal kicks, then we describe …


Livestock Risk Protection Basis Risk For Feeder Cattle, Bryce Anderson May 2025

Livestock Risk Protection Basis Risk For Feeder Cattle, Bryce Anderson

Graduate Theses and Dissertations

Recent government subsidies make livestock risk protection (LRP) insurance an affordable price risk management tool for many U.S. cattle producers. LRP insurance triggers a loss when the Chicago Mercantile Exchange (CME) Feeder Cattle Index falls below the selected coverage price. The CME Feeder Cattle Index is a 7-day weighted average of feeder cattle prices in 12 states. This paper determines if LRP policy holders who produce feeder cattle in states whose feeder cattle prices are not included in the CME Feeder Cattle Index are exposed to excess basis risk. To do this, we use a hedonic regression model to determine …


Evolutionarily Conserved Functions Of The Gene Frazzled In Midline Axon Guidance In Drosophila Melanogaster And Tribolium Castaneum., Piyasi Ghosh May 2025

Evolutionarily Conserved Functions Of The Gene Frazzled In Midline Axon Guidance In Drosophila Melanogaster And Tribolium Castaneum., Piyasi Ghosh

Graduate Theses and Dissertations

Axon guidance in bilaterians is often controlled by various signaling pathways in the nervous system, which determine the fate of the axons if they cross the midline or not. One such pathway involved is the ligand-receptor pair Netrin (Net) and Frazzled (Fra), which is also known as the attractive pathway that promotes midline crossing axons in insects and other bilaterians. Orthologs of the pathway ligand Netrins and their receptors Frazzled [Fra] in insects and Deleted in Colorectal cancer [DCC] in vertebrates are widely conserved in bilaterians. How well these regulatory roles of the protein are conserved is poorly understood. In …


Sibling Groups And Family Adaptability And Cohesion Among Emerging Adult Women, Julianne M. Post May 2025

Sibling Groups And Family Adaptability And Cohesion Among Emerging Adult Women, Julianne M. Post

Graduate Theses and Dissertations

This study examined how sibling group size is related to family adaptability, cohesion, and individual resiliency outcomes during emerging adulthood. Using Bowen's Family Systems Theory and Olson's Circumplex Model, the research investigates sibling subsystems as sites where systemic imbalances are first experienced within families. Data from 124 college students revealed that larger sibling groups were associated with marginally higher disengagement and chaos resulting in decreased perceived social support, suggesting resiliency implications for youth growing up within larger families. While sibling size didn't directly predict mental health, family dynamics significantly mediated the relationship between sibling composition and resiliency outcomes. Demographic factors …


What's Love Got To Do With It? A Content Analysis Of Romantic Depictions In Tween Television Programming, Laura Workman May 2025

What's Love Got To Do With It? A Content Analysis Of Romantic Depictions In Tween Television Programming, Laura Workman

Graduate Theses and Dissertations

In the streaming era of entertainment, television programming is available at the touch of a fingertip to any pre-adolescent tween (those between the ages of 8-13) with a smartphone. Previous content analyses have examined romantic relationship content on television programming in a limited manner, covering mostly teen shows and sexual behavior, rather than tween shows and romantic relationship behavior. And so, despite the fact that tweens tend to use media as a socializing agent for learning acceptable romantic relationship norms, not much is known about how television programs likely watched by this age demographic are depicting romantic relationships. Therefore, it …


Investigating Evolution Through The Lens Of Ai-Driven Protein Exploration And Phylogenetic Modeling, Mataya Duncan May 2025

Investigating Evolution Through The Lens Of Ai-Driven Protein Exploration And Phylogenetic Modeling, Mataya Duncan

Graduate Theses and Dissertations

Recent advances in computational biology, artificial intelligence, and sequencing technologies have enabled new perspectives for addressing longstanding questions in evolutionary biology. Increased computational power has made large-scale simulations feasible for investigating diverse aspects of evolutionary and phylogenetic modeling. Similarly, deep learning algorithms now allow for the prediction of reasonably accurate tertiary protein structures, unlocking the potential for investigating diversity and evolution of protein structure across a broad range of organisms. This thesis presents two studies that target different aspects of evolutionary inference from unique perspectives. Yet, the share an overarching goal of presenting new perspectives on the evolutionary basis of …


Experiences Of Black Senior Housing Officers At Predominantly White Institutions In The South, Christian M. Robinson May 2025

Experiences Of Black Senior Housing Officers At Predominantly White Institutions In The South, Christian M. Robinson

Graduate Theses and Dissertations

This study examines the lived experiences of Black Senior Housing Officers (SHOs) at predominantly white institutions (PWIs) in the Southern United States. This narrative inquiry study interviewed nine Black SHOs who worked at Southern PWIs. The findings of this study are that participants emphasized that racism remains a significant and present concern at their institutions as informed by Critical Race Theory (CRT). One participant stressed the importance of Black professionals fully understanding the historical context of the South when working in higher education, noting that this knowledge was critical for survival and success. Many participants also described how effective mentorship …


Application Of Ordinal Regression Models To Acquired Stress Resistance In Wild Strains Of Saccharomyces Cerevisiae, Carson Stacy May 2025

Application Of Ordinal Regression Models To Acquired Stress Resistance In Wild Strains Of Saccharomyces Cerevisiae, Carson Stacy

Graduate Theses and Dissertations

This thesis explores the application of ordinal regression to the analysis of semi-quantitative growth assays often used when comparing fitness for different strains of the model yeast Saccharomyces cerevisiae. For stress survival assays, yeast stress resistance is measured using an ordered survival score that ranges from 0 (no growth) to 4 (confluent growth). Traditional approaches to analyze this type of data either treats data as a nominal categorical variable or as a continuous numerical variable. These approaches risk loss of information or violation of testing assumptions. In contrast, cumulative logit ordinal regression uses the information contained in the order …


Bacterial Chondronecrosis With Osteomyelitis In Broilers: Etiology And Selected Mitigation Measures, Khawla Saud Alharbi May 2025

Bacterial Chondronecrosis With Osteomyelitis In Broilers: Etiology And Selected Mitigation Measures, Khawla Saud Alharbi

Graduate Theses and Dissertations

Bacterial chondronecrosis with osteomyelitis (BCO) is the predominant cause of lameness in broiler chickens. It mainly impacts broiler production and animal welfare, causing substantial financial losses accounting for 1- 2% due to bird condemnations at the marketing age. Remediating BCO lameness disease demands investigating its causes using appropriate models and evaluating preventive measures, such as enhancing epithelial tissue health and tight junction integrity in the digestive and respiratory tract, strengthening immune functions, and improving bone strength. Therefore, the objectives of this dissertation were to 1) study predisposing factors for BCO lameness by investigating the effects of deoxynivalenol (DON) and fumonisin …


Examining The Combination Of Race-By-Age Segregation On Violence In Little Rock, Arkansas, Karissa Kruse May 2025

Examining The Combination Of Race-By-Age Segregation On Violence In Little Rock, Arkansas, Karissa Kruse

Graduate Theses and Dissertations

The Present study addresses the issue of residential segregation. Specifically, how the physical isolation of populations segregated based on both age and race affects violent crime. The sample includes all 155 Census block groups, which represent neighborhoods, in the city of Little Rock Arkansas. Data is accessed from the U.S. Census and the Little Rock Police Department. The current study asks: does the segregation of juveniles by age and race affect the distribution of crime? The theoretical frameworks guiding this research are social disorganization theory, structural-cultural theories of crime, the racialization of space perspective, and routine activities theory. The key …


Polyphenol-Protein Interactions In Pigmented Cereals – A Clean-Label Approach To Tailor Starch Viscosity, Annegret Jannasch May 2025

Polyphenol-Protein Interactions In Pigmented Cereals – A Clean-Label Approach To Tailor Starch Viscosity, Annegret Jannasch

Graduate Theses and Dissertations

Viscosity plays an important role in the food industry as it affects the quality, processing stability, and shelf-life of food and impacts physiological responses such as satiation and satiety. Greater viscosity reduces food intake by increasing the perception of satiety, primarily by delaying gastric emptying and increasing tactile stimulation. Starch is commonly added to food products as a viscosifying ingredient, which often involves chemically modifying the starch via cross-linking, to enhance its resistance to high shear, temperature and acidity. However, chemically modified starches are not “clean-label” ingredients due to the use of toxic chemicals. Therefore, further exploration is needed to …


The Uneven Disruptions Covid-19 Caused To Scholars’ Publication: A Preregistered Study, Marco De Prosperis May 2025

The Uneven Disruptions Covid-19 Caused To Scholars’ Publication: A Preregistered Study, Marco De Prosperis

Graduate Theses and Dissertations

This proposed, preregistered study investigates the uneven impacts of COVID-19 on scholarly productivity among University of Arkansas faculty, focusing on how demographic and professional factors—such as gender, ethnicity, academic rank, tenure status, field of study, and the presence of children—may have moderated productivity during the pandemic. Utilizing a non-experimental, cross-sectional design, this research will collect data from 160 full-time faculty members through an online survey. Grounded in Role Theory, the study will examine role conflict and enrichment as faculty navigated shifting responsibilities in research, teaching, and caregiving during remote work. This study is particularly relevant as many assistant professors who …


Vision-Based Multimodal Frameworks For Human Behavioral Analysis: Applications In Group Activity Understanding And Public Health, Naga Venkata Sai Raviteja Chappa May 2025

Vision-Based Multimodal Frameworks For Human Behavioral Analysis: Applications In Group Activity Understanding And Public Health, Naga Venkata Sai Raviteja Chappa

Graduate Theses and Dissertations

Group Activity Recognition (GAR) has emerged as a crucial problem in computer vision, with wide-ranging applications in sports analysis, video surveillance, and social scene understanding. Unlike traditional action recognition focused on individuals, GAR requires understanding complex spatiotemporal relationships between multiple actors, their interactions, and the broader context in which these activities occur. This complexity introduces unique challenges, including the need for accurate actor localization, modeling of inter-actor dependencies, and understanding of temporal evolution in group behaviors. While recent advances have shown promise, existing approaches often rely heavily on extensive annotations such as ground-truth bounding boxes and action labels, creating significant …


Applying A Strained Masculinity Framework To Honor Killings And Incel Murders, Shreeya Gandhi May 2025

Applying A Strained Masculinity Framework To Honor Killings And Incel Murders, Shreeya Gandhi

Graduate Theses and Dissertations

The current study explores how pursuits of hegemonic masculinity can shape the comparative nature of Gender Based Violence (GBV), specifically incel killings and honor killings, in the United States over the past 30 years. Drawing from Allison and Klein's (2021) strained masculinity framework and employing a homicide narrative approach, a qualitative theme analysis is conducted to determine whether existing thematic categories of strained masculinity determined relevant in prior research also apply to these relatively are forms of deadly GBV. Honor killing data come from Hayes, Freilich & Chermak (2016) and incel killing data come from the Extremist Crime Database (ECDB). …


Quantifying The Effects Of Urbanization On Stream Nutrient Loads And Decomposition, Caroline Anscombe May 2025

Quantifying The Effects Of Urbanization On Stream Nutrient Loads And Decomposition, Caroline Anscombe

Graduate Theses and Dissertations

Urban stream syndrome (USS) refers to the common symptoms of degradation in urban streams globally. Two symptoms of USS are increased nutrient and salt concentrations in streams, affecting ecosystem structure and function. Excess nutrients negatively impact freshwater ecosystems, placing downstream habitats at risk of eutrophication and harmful algal blooms. Excess salt runoff, derived from road salt application, is toxic to freshwater organisms and affects leaf litter decomposition, the base of aquatic food webs. Here, I aimed to quantify the effects of nutrient pollution and salinization on urban water quality and ecosystem function. Despite the widespread consequences of nutrient pollution, most …


In Search Of Real Truth And Accurate History: Protecting And Resisting Whiteness In Education Policy Discourse, Rachel Piontak May 2025

In Search Of Real Truth And Accurate History: Protecting And Resisting Whiteness In Education Policy Discourse, Rachel Piontak

Graduate Theses and Dissertations

This research examines whiteness in education policymaking through a three-article dissertation, contributing to the broader understanding of how whiteness manifests across education policy and legislative discourse. The first article presents a comprehensive scoping review of critical whiteness studies (CWS) in education policy research. Using CWS tenets such as whiteness as property and colorblind racial ideologies, the analysis identifies themes of manipulated discourse, the economics of whiteness in education, and the protection of whiteness. This study anchors the second and third studies, which examine whiteness ideologies at play within the education policymaking discourse of the American Southeast. The second article addresses …


Comparison Of Airborne Lidar-Derived Elevation Data In Fayetteville, Arkansas, Usa, Angelica M. Otting May 2025

Comparison Of Airborne Lidar-Derived Elevation Data In Fayetteville, Arkansas, Usa, Angelica M. Otting

Graduate Theses and Dissertations

Light detection and ranging (lidar) laser scanners are prominent remote sensing tools to produce high resolution three-dimensional (3D) imagery of the Earth’s surface. These laser scanners combined with global navigation satellite systems (GNSS) and real-time kinematic (RTK) reference stations can generate some of the most accurate ground surface imagery and elevation data for terrain mapping and related applications. Lidar aerial survey is an important tool in industries such as architecture, civil engineering, forestry, geology, geography, and agriculture where digital terrain models (DTMs) can be used to examine the geographical landscape and urban industry. Currently, there are three different common laser …


The Reality Of Reputation: Exploring Proxy Measures And Predictive Modeling In U.S. News & World Report College Rankings, Aubree Diane Hughart-Thomas May 2025

The Reality Of Reputation: Exploring Proxy Measures And Predictive Modeling In U.S. News & World Report College Rankings, Aubree Diane Hughart-Thomas

Graduate Theses and Dissertations

Since 1983, U.S. News & World Report (USNWR) has published annual college rankings that shape institutional decision-making, student choices, and public perceptions of higher education. While widely utilized, these rankings have been criticized for their reliance on subjective reputation metrics, methodological opacity, and emphasis on factors correlated with institutional wealth rather than student outcomes. This study examines whether publicly available data from sources such as the Integrated Postsecondary Education Data System (IPEDS) and the U.S. Department of Education’s College Scorecard can serve as proxies for the factors used in the USNWR National Universities 2025 Best Colleges rankings. Using …