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Incorporating Social Determinants Of Health Into A Screening Tool Using Machine Learning To Predict Lung Cancer Diagnosis Among High Risk Patients, Bianca Jackson

Theses and Dissertations (ETD)

This research aims to assess the impact of incorporating social determinants of health (SDoH) into prediction screening models for predicting lung cancer among high risk-patients. Lung cancer is typically diagnosed at a later stage when surival and health outcomes are poor. Screening guidelines are currently in place; however, patients at high risk can be missed. There is a need for short-term predictions, to better identify patients at an earlier stage. SDoH features, such as socioeconomic satus, can provide social context that improves identification of patients who might have otherwise been overlooked. The proposed framework includes developing an early detection tool …

Cook Martin Poulson, P.C. V. Daniel G. Smith, Utah Court Of Appeals

Utah Court of Appeals Briefs (2020 –)

Reply Brief of Appellant
/="/"> On appeal from the Second Judicial Court, Weber County,
/="/"> Honorable Cristina Ortega, District Court No. 220903740

Hay Comida En La Casa: Study On Food Inaccessibility In Nyc, Crystal A. Secaira , '25

Senior Theses, Projects, and Awards

No abstract provided.

Teachers’ Perspectives On Behavioral Classroom Expectations Of Students With Emotional And Behavioral Disorders, Jennifer E. Brewer

Theses and Dissertations

The problem addressed in this study was that adolescents with emotional and behavior disorders (EBD) were failing in general education courses. The purpose was to investigate how teachers’ perceptions and biases influenced EBD students. Participants included five teachers (two special education teachers and three general education teachers) from each of Grades 6, 7, and 8 recruited from social media. The study was guided by the case study research design, and the interview instrument was the Indepth Interview Protocol. Data analysis was guided by a coding system that facilitated searching the interview responses for themes.

Research Question 1 queried about forms …

Teacher Perception On The Implementation Of A Culturally Responsive Ela Curriculum, Erica Tate Dial

Theses and Dissertations

While the principles of culturally responsive and culturally relevant teaching hold transformative potential, they can only be fully realized if educators are genuinely equipped and empowered to implement them. This qualitative study examined teacher perceptions of an English Language Arts curriculum through the lens of culturally relevant and culturally responsive teaching. A diverse group of teachers, varying in experience, age, gender, and race, were interviewed to gather a range of perspectives on the implementation of this curriculum. The study focused on addressing the following research questions: 1. What are teachers’ perceptions of culturally responsive and culturally relevant instruction and academic …

Operationalizing Intersectionality Analysis For Urban Agriculture In Quito, Ecuador, Laine N. Young

Theses and Dissertations (Comprehensive)

This thesis outlines the results of a case study in Quito, Ecuador with the municipally led participatory urban agriculture project, AGRUPAR, an internationally recognized project that promotes women’s empowerment, traditional knowledge, agroecology, and livelihoods. It works to improve the lives of those experiencing high levels of poverty in Quito. This dissertation applies an intersectional analysis to urban agriculture research to enhance attention to power relations, social justice, and equity within its scholarly and practical realms. Intersectionality is an understanding that people have unique experiences of oppression based on their unique social location (what intersecting social categories they belong to) and …

The Perceived Frequency And Effects Of Multilingual Communication In Youth And Adolescent Soccer, Simao M. Araujo

Theses and Dissertations (Comprehensive)

In professional soccer, the topic of multilingual communication has been widely researched; however, there appears to be a gap in the literature concerning how multilingual use is perceived by athletes and coaches at the youth and adolescent level of the sport. In the present study, male soccer athletes ages 10 to 18 years old and their coaches completed a questionnaire in which they rated both perceived frequency of use and perceived effects of using multilingual communication in youth and adolescent soccer. Specifically, these questionnaires elicited quantitative information regarding categories such as tactical advantages, words of encouragement, general expressions, and group …

Special-Purpose Governments, Conor Clarke, Henry Hansmann

Scholarship@WashULaw

When one thinks of government, what comes to mind are familiar general-purpose entities like states, counties, and cities. But more than half of the 90,000 governments in the United States are strikingly different: They are “special-purpose” governments that do one thing, such as supply water, fight fire, or pick up the trash. These entities have expanded far more rapidly than any other form of government. Yet they remain understudied, and they present at least two puzzles. First, special-purpose governments are difficult to distinguish from entities that are typically regarded as business organizations—such as consumer cooperatives—and thus underscore the nebulous border …

Venturing Into Health, Rachel Sachs

Scholarship@WashULaw

In recent years, the landscape of venture capital (VC) investment in healthcare technologies has been altered by the introduction of new types of VC firms: those that have emerged from hospital systems and health insurers. However, the legal literature has not yet analyzed these new VC firms, the role they may play in healthcare innovation, and how innovation law and policy ought to consider their involvement. Hospital system and health insurer VC firms operate very differently than do traditional VC firms, even those that have historically developed healthcare specializations. Instead of simply investing capital into start-up firms, hospital system and …

A New Framework For Drug Pricing Law And Policy, Rachel Sachs

Scholarship@WashULaw

Scholars and policymakers have expressed concern about the impact of high prescription drug costs on patients and healthcare budgets. This Article presents a new theoretical framework for evaluating both the problem to be addressed by drug pricing reforms as well as the efficacy of potential solutions. In seeking to solve “the drug pricing problem,” our legal system has given primacy to competition rather than regulation to drive down drug prices. This Article disaggregates the broader concept of “the drug pricing problem” into four steps, each of which must be addressed and each of which elevates different institutional actors to key …

Algorithmic Governance And Nondiscrimination Rights In The Workplace, Pauline Kim

Scholarship@WashULaw

This chapter analyzes existing legal responses to the problem of discriminatory algorithms in the workplace. As firms increasingly rely on algorithms or automated decision systems, a type of artificial intelligence, to manage their workforces, concerns have grown that these tools can systematically exclude historically disadvantaged groups. One response is to rely on traditional anti-discrimination law. These laws clearly prohibit certain forms of algorithmic discrimination; however, the complex, opaque nature of algorithms makes identifying and proving discriminatory harms challenging. Another response looks to broader frameworks of data protection and algorithmic regulation to protect against workplace discrimination. These initiatives are promising, but …

Measuring Income And Income Inequality, Conor Clarke, Wojciech Kopczuk

Scholarship@WashULaw

Income inequality is important, but attempts to measure it arrive at strikingly different conclusions. Why? We use recent disputes over measuring United States income inequality to return to first principles about both the income concept and inequality measurement. We emphasize two broad points. First, no measure of the income distribution is truly comprehensive, or could attempt to be comprehensive without making controversial choices. We document the practical and conceptual problems that the standard ideal—comprehensive Haig-Simons income—raises. Second, much of the controversy in this area turns on the many tradeoffs between starting with individual tax data versus more expansive income concepts. …

Defending Battered Survivors With Brain Injuries: An Educational Guide For Advocates In North Carolina, Kelly Newcomb

Campbell Law Review

In the 1980s, the concept of "Battered Woman Syndrome" (BWS) was introduced into U.S. courtrooms, typically as a defense in homicide cases where survivors of intimate partner violence (IPV) killed their abusers. Traditional BWS theories largely center around psychological not physiological impacts of IPV Since then, researchers have begun to recognize the prevalence of brain injuries (BIs) in IPV survivors.

While most BI research centers around male subjects, emerging studies suggest that the effects of BI may be especially severe in women IPV survivors due to anatomical, hormonal, psychological, and socio-economic factors. These developments may support decreased culpability for female …

Child Abuse By Serious Emotional Damage: An Invitation For Repulsive Arguments, George Sparks Bennett

Campbell Law Review

The purpose of this Comment is to call attention to the need to eliminate the definition of "serious emotional damage" as defined in North Carolina General Statutes section 7B-101(1)(e). This Comment uses a recent case from the North Carolina Court of Appeals and the ensuing denial of a petition for discretionary review by the Supreme Court to highlight how the statute invites parents to argue, in matters as sensitive and awful as child abuse, that the emotional damage inflicted upon a child is not severe enough. This Comment discusses the procedural processes for investigating instances of reported child abuse and …

Affirming Independent Judgment: The End Of Agency Deference In North Carolina, Jake Parker

Campbell Law Review

In the summer of 2024, the Supreme Court of the United States overturned the Chevron doctrine, which required federal courts to defer to agency interpretations of ambiguous statutes. While the debate about agency deference in federal litigation generated significant attention in the legal community and from media outlets, the use of agency deference in state courts has received relatively little fanfare. This Article examines how the concept of agency deference entered North Carolina's administrative law jurisprudence and the North Carolina Supreme Court's recent efforts to reject the use of deference in the state's courts. This Article supports the court's project …

Tides Of Power: Coastal Conservation Association V. State And The Clash Of Environmental Rights, Legislative Authority, And Judicial Limits In North Carolina, Dylan Long

Campbell Law Review

Environmental policy in North Carolina has primarily been within the discretion of the General Assembly. There has been little judicial determination as to what duty, if any, the state has in maintaining its natural resources for public use. North Carolina courts have provided limited judicial input on the General Assembly’s minimum, constitutionally required duty to protect the state’s natural resources. The courts’ sparse decisions have been inconsistent on what the legislature’s minimal obligations are. A recent and ongoing case has brought this issue to a head. The courts will soon be required to rule on the merits of this issue, …

Incitement, Enthusiasm, And The Dangers Of Negligent Protest, John D. Inazu

Scholarship@WashULaw

This Article explores the murky line between protected speech and assembly on the one hand, and harmful incitement on the other. On the occasion of the 100th anniversary of Oliver Wendell Holmes’s dissent in Gitlow v. New York, it explores Holmes’s famous dictum that “every idea is an incitement” as a conceptual starting point. By analyzing the relational and temporal dynamics between speaker and listener, the Article highlights how meaning and effect are often shaped by the listener’s agency and other circumstances beyond the control of the speaker. Two contemporary cases illustrate these dynamics. The first is the Fifth Circuit …

Ai Ethics, Law, And Policy, Pauline Kim, Ryan Durrie

Scholarship@WashULaw

AI technologies promise many benefits, but they can also have significant negative impacts on human health, safety, well-being, and fundamental rights. This chapter explores the different governance tools that have been considered for guiding developments in AI in socially beneficial ways, examining the relevance of ethics, law, and policy. Each of these approaches offer tools to address these concerns; however, each has limitations, and none provides a complete solution in itself. Statements of ethical principles can articulate high-level values and goals to guide behavior but are usually quite vague and difficult to operationalize. They also lack any enforcement mechanism. In …

Lessons Learned From The Trump Rule Of Law Stress Test: Beware Bad Faith Actors, Brian Z. Tamanaha

Scholarship@WashULaw

The second Trump Administration has engaged in a vast swath of actions that press against the outer boundaries of legality. These actions provide a unique opportunity to identify potential vulnerabilities and expose how the rule of law can be undermined. While I will elucidate well-known points along the way, my primary aim is to bring out aspects of the rule of law that usually go unnoticed or under the radar. After setting out basic aspects of the rule of law, I cover three topics: 1) adhering to the truth, 2) pretextual arguments, and 3) flooding the field with actions and …

The Curiously Minor Role Of Minor V. Happersett (Foreword), Susan Frelich Appleton, Travis Crum, Hannah Keidan

Scholarship@WashULaw

This Foreword introduces a symposium marking the 150th anniversary of Minor v. Happersett, a Supreme Court decision unanimously holding that the Fourteenth Amendment's Privileges or Immunities Clause did not enfranchise women. Notwithstanding its impact on the women's suffrage movement and the subsequent ratification of the Nineteenth Amendment, Minor presents a puzzle: it is a relatively obscure precedent that remains deeply relevant to contemporary legal debates. To elucidate this point, this Foreword juxtaposes Minor with two notorious Supreme Court decisions: Dred Scott and Dobbs.

Like Dred Scott, Minor pairs a morally repugnant result with legalistic reasoning. But whereas …

Viability As Abortion-Rights Orthodoxy, Susan Frelich Appleton

Scholarship@WashULaw

Borrowing a quotation from Justice Jackson’s influential opinion in West Virginia Board of Education v. Barnette, Professors Linda McClain and James Fleming have named their ambitious and illuminating new book “What Shall Be Orthodox” in Polarized Times. As Justice Jackson wrote in applying the First Amendment to protect school children with familial objections to a required flag salute: “If there is any fixed star in our constitutional constellation, it is that no official, high or petty, can prescribe what shall be orthodox in politics, nationalism, religion, or other matters of opinion or force citizens to confess by word or act …

A Liberty-Balancing Approach To Crime, Sheldon Evans

Scholarship@WashULaw

At its core, the criminal legal system is an ecosystem of institutions that seek to balance liberty interests. The insightful theories and complex practices of crime policy coalesce around questions on how crime impacts the liberties of individuals and communities to be safe, and how this correlates with the deprivation of liberty from offenders through our punishment system. But modern criminal policy, most often associated with the problems of overcriminalization and mass incarceration, has wholly abandoned any such delicate and nuanced balancing. Instead, the system thrives on sacrificing the liberties of offenders in a perverse and ineffective regime that leads …

Dark Patterns In The Opt-Out Process And Compliance With The California Consumer Privacy Act (Ccpa), Jens Frankenreiter, Van Hong Tran, Aarushi Mehrotra, Ranya Sharma, Marshini Chetty, Nick Feamster, Lior Strahilevitz

Scholarship@WashULaw

To protect consumer privacy, the California Consumer Privacy Act (CCPA) mandates that businesses provide consumers with a straightforward way to opt out of the sale and sharing of their personal information. However, the control that businesses enjoy over the opt-out process allows them to impose hurdles on consumers aiming to opt out, including by employing dark patterns. Motivated by the enactment of the California Privacy Rights Act (CPRA), which strengthens the CCPA and explicitly forbids certain dark patterns in the opt-out process, we investigate how dark patterns are used in opt-out processes and assess their compliance with CCPA regulations. Our …

Multi-Source Remote Sensing–Based Soil Moisture Prediction Using Machine Learning, Niraj Neupane

Electronic Theses and Dissertations

Soil moisture (SM) plays a central role in climatic and environmental processes, influencing shear strength of soil, agricultural productivity, land–atmosphere interactions, and hydrologic functioning. However, accurately estimating SM across diverse climatic regions remains challenging due to spatial heterogeneity, limited in situ measurements, and inconsistencies in sensor resolution. Machine learning (ML) and remote sensing offer promising avenues for improving SM prediction, yet many existing approaches struggle with generalization across climatic gradients and often fail to capture temporal variability. This study integrates multi-source satellite and climate datasets, including SMAP L4_SM, MODIS land surface temperature, Daymet meteorological variables, and in situ observations from …

Evaluating And Mapping Habitat Suitability And Effects Of Woodland Treatment On Breeding Pinyon Jays In Colorado, Emily Diane Macklin

Electronic Theses and Dissertations

The pinyon jay (Gymnorhinus cyanocephalus) is a highly social, colonially nesting corvid endemic to the interior western United States whose populations have declined by ~72% since 1966, prompting the species’ current review for listing under the Endangered Species Act. Pinyon jays inhabit pinyon pine (Pinus subsect. Cembroides) and juniper (Juniperus spp.) woodlands and other dry conifer woodlands, portions of which are treated through tree thinning and removal for fuels reduction, ecological restoration, and habitat improvement for wildlife. As a result there is pressing need to better understand how woodland treatment and other potential drivers impact pinyon jay habitat suitability and …

Spatiotemporal Habitat Use, Sex-Specific Movement, And Site Fidelity Of Walleye In Lake Sharpe, Sd, Carter S. Dollen

Electronic Theses and Dissertations

Walleye Sander vitreus are a popular sportfish among anglers in South Dakota with large economic impacts to local communities. A popular destination for Walleye anglers is Lake Sharpe, a 25,000-ha reservoir on the Missouri River, in central South Dakota. Gill net catches in Lake Sharpe show high annual variation, prompting concern that gill net catch rates may be poorly related to population abundance. A better understanding of Walleye movement and distribution could lead to increased precision in annual abundance estimates and improved active management that increases angler success. The goals of this study were: 1) determine spatiotemporal movement patterns of …

Quantifying Avian And Vegetation Communities On Agricultural Conservation Easement Wetlands In Eastern South Dakota, Katherine Millman

Electronic Theses and Dissertations

The Prairie Pothole Region of eastern South Dakota contains numerous small depressional wetlands, colloquially known as potholes, that provide important ecosystem services, including water storage, water quality improvement, and wildlife habitat. The Agricultural Conservation Easement Program (ACEP) was established by the U.S. Department of Agriculture to protect and restore wetlands and grasslands on private land through easements such as Wetland Reserve Easements. Although ACEP requires management practices intended to maintain or improve habitat quality, few studies have evaluated their effectiveness at supporting wildlife communities and vegetation integrity. To address this gap, we evaluated wetlands at 30 ACEP sites and 20 …

Enhancing Alfalfa Persistence In Rangelands: Evaluating Morphological Traits Of Medicago Sativa Subsp. Falcata Germplasm, Abdulallah Mohammed Alomair

Electronic Theses and Dissertations

Rangelands cover nearly half of the Earth’s surface, representing about 54% (79 million km2), and occur in different types and climates worldwide. Alfalfa (Medicago sativa L.) is a major component in rangelands and covers about (320 thousand km2), representing about 0.4% of total global rangeland area. As a critical perennial legume crop, alfalfa can improve soil health by fixing approximately 336 kg/ha/year of nitrogen and sequestering up to 614 kg/ha/year of carbon, while enhancing livestock production due to its high content level of vitamins, magnesium, minerals, fiber, and protein. However, environmental stresses such as drought, freezing, and grazing limit alfalfa …

Epidemiological And Diagnostic Approaches For Soybean Cyst Nematode In South Dakota, Nabina Karki

Electronic Theses and Dissertations

Soybean cyst nematode (SCN), Heterodera glycines (HG) Ichinohe, is an endoparasitic nematode and one of the major yield-limiting pathogens of soybean (Glycine max L.) in the United States. Soybean cyst nematode alone accounts for more than $1.5 billion economic loss annually in North America. First reported in the U.S.A. in 1954 in New Hanover County, North Carolina and later in 1995 in Union County, South Dakota. Prior to this study, SCN has spread in 34 counties in the state. As a soil pathogen, which can adapt to most soil conditions under soybean production and beside soybean, it is hosted on …

Formulation And Immunogenicity Of L1 Orf1 Mrna Vaccine In Mice, Raj Nandani

Electronic Theses and Dissertations

This dissertation presents the design, formulation, and immunogenicity evaluation of a novel mRNA vaccine targeting the L1 ORF1p protein, a tumor-associated antigen. The vaccine was synthesized using in vitro transcription and encapsulated in lipid nanoparticles (LNPs), with both unmodified uridine and N1-methylpseudouridine variants tested. Physicochemical characterization confirmed optimal particle size (160–220 nm), acceptable zeta potential, and encapsulation efficiency ranging from 74% to 92%, with preserved RNA integrity post-formulation. These results validate the robustness of the formulation workflow and its suitability for antigen delivery. Immunogenicity studies in C57BL/6 mice revealed modest but promising immune responses. While early activation markers (CD69) and …