Digital Commons Network^™

Fares On Fairness: Using A Total Error Framework To Examine The Role Of Measurement And Representation In Training Data On Model Fairness And Bias, Patrick Oliver Schenk, Christoph Kern, Trent D. Buskirk

Information Technology & Decision Sciences Faculty Publications

Data-driven decisions, often based on predictions from machine learning (ML) models are becoming ubiquitous. For these decisions to be just, the underlying ML models must be fair, i.e., work equally well for all parts of the population such as groups defined by gender or age. What are the logical next steps if, however, a trained model is accurate but not fair? How can we guide the whole data pipeline such that we avoid training unfair models based on inadequate data, recognizing possible sources of unfairness early on? How can the concepts of data-based sources of unfairness that exist in the …

The History And Future Of Amateurism In College Sports, Jordan Zaia

Fordham Intellectual Property, Media and Entertainment Law Journal

College sports and amateurism have long been intertwined, with the NCAA championing the term “student-athlete” to reinforce the notion that college athletes should not be paid employees. However, this notion has come under fire because college athletes had to risk losing eligibility to receive compensation while helping schools profit. In response, athletes have challenged the system using antitrust, intellectual property, and labor & employment laws.

The U.S. Supreme Court’s unanimous decision in NCAA v. Alston dealt a decisive blow to the NCAA’s financial restrictions, declaring that there is no “amateurism exception” to antitrust law. This landmark ruling …

The Metes And Bounds Of Federal Trade Secret Protections: Deriving Cohesive Damages Principles Under The Defend Trade Secrets Act, Angela Peterson

Fordham Intellectual Property, Media and Entertainment Law Journal

The Defend Trade Secrets Act launched trade secret law, which formerly only reached federal courts in diversity cases or cases involving espionage, into the national spotlight. As these cases begin to progress to trial, courts face new questions about how to appropriately measure monetary damages for trade secret claims. Because many courts take a “flexible and imaginative” approach to trade secret damages generally and most state trade secret statutes do not require damages as a part of a successful trade secret liability case, most courts that have considered damages methodology challenges to DTSA claims have failed to employ …

"What Is Title Ix? What's It Mean?": An Instrumental Case Study In Today's Secondary Schools, Kristin Haggerty

West Chester University Doctoral Projects

Sexual harassment and assault, as defined by Title IX, are widespread issues in middle and high schools, yet schools often fail to provide sufficient education to students and staff about the policy and its protections (Grant et al., 2019). Title IX is a federal law designed to ensure fair and equal treatment of students and employees in educational settings while also overseeing the handling and adjudication of sexual misconduct allegations (Klusas, 2003). This study was conducted using instrumental case study research. 36 staff members from the middle school, high school, and administration of a mid-sized school district in Southeastern Pennsylvania …

Effectiveness Of A Cbt-Based Mental Skills Program Among Adolescent Girls’ Soccer Players, Doyinsola T. Ogunsami

West Chester University Doctoral Projects

The role of mental health in athletes’ well-being and performance has been a popular and pervasive topic in recent years. The aim of this pilot study was to evaluate the effectiveness of a novel CBT-based mental skills program for nineteen high school girls’ soccer players (M = 16.3; SD = 1.5). The evidence-based 8-session Coping with Stress course was adapted for athletes and delivered to one in-person and two virtual groups. A pre-post design with no control group was used and differences between pre- and post- measures were examined using the Wilcoxon signed-ranked test. The Short Grit Scale-Sport, Competitive State …

Soldiers, Alcohol, And Insanity At Richmond Asylum, 1860s-1900s, Amy Milne-Smith

History Faculty Publications

This article examines the role of alcohol in the etiology of madness through a case study of soldiers and veterans at Richmond Asylum in Dublin. It argues that the diagnostic process was a complex practice informed by medical and military authorities and patient and family histories. Like any medical records, Richmond casebooks are mediated through the medical gaze, but they do contain significant glimpses into what role patients and families believed alcohol played in soldiers’ mental health. The study highlights moments of consensus and disagreement rather than a singular theory on the role of alcohol in mental illness. Through a …

Silent Testimonies: The Global Evolution Of Grave Marker Art And Meaning, Erik Culley

Bakerman Student Research Awards

Grave markers are more than simple memorials; they are meaningful cultural objects that reflect how societies understand death, identity, belief, class, and community values. The size, material, decoration, and inscriptions of gravestones change over time in response to economic conditions, religious beliefs, social structures, and consumer culture. By studying grave markers across different regions and historical periods—such as early modern Europe, nineteenth-century Germany, and immigrant cemeteries in Australia—archaeologists can trace broader cultural transformations. Research shows that the rise of external grave markers in the eighteenth and nineteenth centuries was closely tied to increased material consumption and a growing emphasis on …

Worknest: Balancing Focus And Life For Remote Workers, Adil Chaqra

Bakerman Student Research Awards

Many people now work from home or flexible spaces so which makes it really difficult to separate work from personal life. This often leads to overworking, distractions, burnout, and poor focus so remote workers struggle with interruptions/ irregular breaks, and feeling mentally stuck in work mode even after hours. The proposed solution, WorkNest, is a suite of connected tools including a desktop app, mobile app, and wristband that help remote workers track their focus time and manage breaks interruptions, and stay aware of their worklife balance by combining reminders and simple visual summaries along with some nonintrusive cues, WorkNest supports …

Tackling The Next Public Health Crisis: Lessons Regarding Long-Term Care From The Covid Era, M. Sara Rosenthal, Keith R. Knapp, Laura Morton

Saint Louis University Journal of Health Law & Policy

This paper reviews multiple ethical and clinical issues during the COVID era affecting long-term care. The authors are members of one of many long-term care COVID task forces[1] that emerged in multiple jurisdictions to address a pandemic emergency. This paper applies the pandemic ethics literature that informed healthcare providers during COVID and recommends adjusting health messaging and communication that may shift responsiveness in the next public health crisis.

[1]. Kentucky Cabinet for Health and Family Services Long-Term Care Advisory Task Force (in alphabetical order): Muhammad Babar, MD, MBA, MSc, CMD, SNF medical director; Belinda Beard, BS, RN, Division Director, …

Between Private Equity And Housing Discrimination: The Long-Term Crisis In St. Louis And Beyond, Harold Braswell, Alexandra Mcnamee, Charitha Bodepudi

Saint Louis University Journal of Health Law & Policy

On December 15, 2023, Northview Village, the largest skilled nursing facility in the Saint Louis region, closed abruptly, leading to the nighttime discharge of 170 residents. This emergency, while unique to that facility, is indicative of a broader crisis in both local and, to a significant extent, national nursing homes. This crisis has partly been catalyzed by the COVID-19 pandemic, but it rests on underlying factors that are unfortunately integral to the financing and operation of long-term care. This article will argue that understanding it requires situating long-term care at the intersection of two broader historical processes: the rise of …

The Intersection Of Regulation, Quality Care Delivery, And Ethics And Compliance: Look Carefully Before Crossing!, David R. Hoffman, Ilene Warner-Maron

Saint Louis University Journal of Health Law & Policy

Quality and compliant care delivery in nursing homes remains elusive. Four main interests are currently misaligned, thereby putting nursing home residents at risk of harm. Without a clearly defined commitment to quality and compliant care and alignment of these interests, nursing home residents will remain vulnerable to severe harm.

The first key interest concerns nursing home ownership and management. Currently, over seventy percent of nursing homes are owned by for-profit entities. Previous ownership models, including non-profit, religious-based, and county-owned facilities, have largely closed or transitioned to for-profit entities. The shift in ownership significantly impacts quality and compliant care delivery. Unfortunately, …

§1983 And The Federal Nursing Home Reform Act: A Perfect Fit, Sandra H. Johnson

Saint Louis University Journal of Health Law & Policy

The Supreme Court rarely takes a case involving federal quality standards for nursing home care, and that alone would make Health and Hospital Corporation of Marion County v. Talevski (Talevski) a significant case for those interested in long-term care. The Court’s decision in Talevski, however, reaches far beyond long-term care with implications for every federally funded program that relies on the states for administration, delivery of benefits, or enforcement of standards.

Much about the Talevski case signaled that a significant change in law may be coming. The plaintiff’s cause of action relied on a statutory instrument (§1983) frequently used by …

What Went Wrong? Identifying The Historical Roots Of Racial Disparities Among Older Adults In Nursing Facilities, Gelila Selassie

Saint Louis University Journal of Health Law & Policy

In early 2020, as the nation was just becoming familiar with COVID-19, over a million nursing facility residents were already experiencing crisis-level disasters. Extreme lockdowns, increased hospitalizations, and high mortality rates plagued nursing facilities earlier and far worse than the rest of the population. Data gradually showed that facilities with higher numbers of residents of color were facing particularly dire outcomes.

Although the severity of COVID-19 was surprising, the pandemic highlighted existing and long-standing problems with the country’s long-term care facilities. Many of the problems that led to the horrible disparities during COVID-19 are rooted in a wholly insufficient long-term …

The Layered Harms Of Nursing Home Segregation, Mary Crossley

Saint Louis University Journal of Health Law & Policy

This Essay explores several dimensions of how segregation, separation, and shielding from view permit and contribute to the ethically problematic state of nursing home care in the United States. A quarter of a century ago, the Supreme Court recognized in the Olmstead decision that institutional care can function to segregate disabled people (whether young or old) from the richness of community life. Research over the past few decades confirms that racial segregation exists within the nursing home industry, and during the COVID-19 pandemic, the correlations between nursing homes’ racial makeup and their level of COVID fatalities were shocking. On another …

Whose “Best Interests”? Concerns About The Use Of Fiduciary Framing In Long-Term Care Decisions, Jennifer L. Herbst

Saint Louis University Journal of Health Law & Policy

As part of reimagining America’s long-term care system, this article will explain how today’s system is, in many ways, the logical extension of historical presumptions that are foundational to our understanding of family, medical, and organizational governance as “fiduciary” in nature. More specifically, much of our current language (operating in someone’s “best interests,” acting consistent with their “substituted judgment” if now incapacitated) and jurisprudence (parens patriae, trusts, guardianships, conservatorships, and corporate governance) descends from centuries of equity and law centered on the management of property, not people or health.

This legal framework is firmly rooted in English statutes, court opinions, …

Reassessing The Role Of Polynesian Rats (Rattus Exulans) In Rapa Nui (Easter Island) Deforestation: Faunal Evidence And Ecological Modeling, Terry L. Hunt, Carl P. Lipo

Anthropology Datasets

The role of introduced Polynesian rats (Rattus exulans) in the deforestation of Rapa Nui remains a contentious issue. Several critics, including Mieth and Bork (2010), argue that rats played a negligible role compared to human impacts. We address the role of rats through three lines of evidence: (1) a response to rats-are-neglible arguments, including problematic continental analogies and misunderstandings of seed predation impacts; (2) analysis of rat remains from Anakena excavations (1986-2005) showing that rats decreased by 93% over time, contradicting claims they served as a “fallback food” following resource depletion; and (3) ecological modeling demonstrating that introduced …

Climate Change Effects On The 2022–2023 High Impact Series Of Atmospheric Rivers Along The United States West Coast, Hunter Martinez-Buehrer

Graduate Research Theses & Dissertations

Atmospheric rivers (ARs) are long, narrow bands of water vapor transport that are commonly associated with a low-level jet ahead of a cold front of an extratropical cyclone. When multiple ARs occur in succession of one another within a certain aggregation period, it is known as an AR family. ARs and AR families are important to the U.S. West Coast—and especially California’s—hydroclimate, providing both beneficial and hazardous precipitation to the region. Recent studies have suggested that not all ARs and, thus, AR families, respond similarly to a warming climate. Therefore, it is critical to better understand how climate change impacts …

Mental Health And Belongingness Of Doctor Of Physical Therapy Students: A Mixed Methods Study Centering Black Student Voices, Robyn Redline

Graduate Research Theses & Dissertations

Background: Despite efforts to increase recruitment and enrollment, the physical therapy profession lacks Black students and clinicians. Racially marginalized students have higher rates of academic difficulty during physical therapy education (PTE) than White students. Mental health and belongingness have been proposed as prerequisites for reaching academic achievement and attaining one’s full potential. Conversely, poor mental health and lack of belongingness during PTE may contribute to the underrepresentation of Black Doctor of Physical Therapy (DPT) students and clinicians. Yet not enough is known about the relationships between mental health, belongingness, and the academic achievement of DPT students. Purpose: This study aimed …

Dietary Patterns And Nutrition Education: A Comparison Of Eating Patterns, Physical Activity Levels And Nutrition Education Of Older Adults That Utilize Community Meal Assistance Services In The Community, Teresa A. Ridolfi

Graduate Research Theses & Dissertations

The older adult population is rapidly increasing, with projections indicating that 21% of the general population will be 65 years or older by 2030. This demographic shift is accompanied by a rise in health co-morbidities such as obesity, heart disease, certain types of cancers, and diabetes, which are exacerbated by inadequate nutrition and decreased physical function. This thesis examines dietary patterns, physical activity levels, and nutrition education among older adults utilizing community meal assistance services in Northern Illinois. The study aims to evaluate nutrient intakes, adherence to dietary guidelines, and physical activity levels among this population, using a descriptive epidemiological …

Unsafe In Any Sport: The Constitutional And Structural Failure Of The U.S. Center For Safesport, Matthew Rounis

Colorado Law Student Scholars

No abstract provided.

Who's The Man? The Role Of Masculinity In Female Queer Relationships, Madeline Dwyer

Colorado Law Student Scholars

No abstract provided.

Fraudulent Transfer Law’S Forgotten Foundations, Douglas G. Baird

The University of Chicago Business Law Review

Fraudulent transfer law is one of the principal bulwarks of private law. Fraudulent transfer law, however, now faces a crisis. Courts have long assumed that it was easy to determine whether a debtor made a fraudulent transfer of its property. One could use traditional markers of ownership to determine whether the debtor transferred property to a confederate. But today, most assets are intangible. Transactions happen in the blink of an eye, and they take place entirely on corporate books. Reliance on simple notions of what constitutes a “transfer” of property is wholly inadequate. Understanding what it means for a debtor …

Bs Engineering Technology, Cs 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

Computer Systems Emphasis

Bs Computer Science, 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

No abstract provided.

Risk, Return, And Restoration: A Fundamental Approach To Pre-Judgment Interest, Yijia Lu, Scott Vincent

The University of Chicago Business Law Review

Courts routinely miscalculate pre-judgment interest, thereby failing to fully restore injured parties. Because pre-judgment interest can be substantial—often rivaling or even exceeding the underlying award—errors in its calculation are important and may create distorted incentives, promote opportunistic behavior, and suppress investment and economic activity. These errors often stem from reliance on speculation to determine the costs covered by interest. This Article argues that such speculation is unnecessary. The litigation claim is identified as the asset which has burdened the injured party with risks and costs imposed by the wrongful act, eliminating the need to rely on a hypothetical asset to …

Bs Data Science & Data Analytics, Da Social 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

Social Data Analytics Domain

Bs Wildlife, Fisheries, And Conservation, Fisheries 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

No abstract provided.

Bs Mechanical Engineering, 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

No abstract provided.

Bs Data Science & Data Analytics, Ds Gis 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

Data Science GIS Domain

Bs Engineering Technology, Technical 2025-26, Arkansas State University - Jonesboro

Bachelor of Science and Education

Technical Studies Emphasis