Digital Commons Network^™

Third-Party Funding: Balancing Transparency, National Security, And Access To Justice, Victoria Sahani

Faculty Scholarship

Many lawmakers who have recently become aware of the multi-billion-dollar global third-party funding industry are raising new national security concerns that further complicate preexisting, longstanding debates about transparency, disclosure, access to justice, and the best way to regulate third-party funding. In response, this Article briefly asserts three main points relating to the question of how best to regulate third-party funding. First, this Article explains the third-party funding industry, including its global regulatory landscape and how it serves three distinct populations: consumers, businesses, and law firms. Second, this Article explains that third-party funding is one tool that can help expand access …

Memory Warriors, Pluralists, And Abnegators In Constitutional Interpretation: An Essay On Jack Balkin's Pluralist Originalism In Memory And Authority, Jed Handelsman Shugerman, Zachary Shugerman Handelsman

Faculty Scholarship

Jack Balkin’s Memory and Authority: The Uses of History in Constitutional Interpretation brings into conversation the scholarly insights of constitutional theory, history, and the growing field of “the politics of memory,” especially the concept of the “memory entrepreneur.”

Balkin appropriately connects the memory wars in American constitutional law back to Eastern

European memory wars during the World Wars and their aftermath. Prompted by Balkin, we turn to Jan Kubik and Michael Bernhard edited volume Twenty Years After Communism (2014), which has become even more widely influential after Putin’s invasion of Ukraine and a new round of Eastern European memory wars. …

Keeping Evidence Real, Anya Bernstein, Julia Simon-Kerr

Faculty Scholarship

Commentators largely agree that the Federal Rules of Evidence have problems. Expert testimony standards admit junk science. Impeachment rules chill defendant testimony. The hearsay regime defies consistent application and obstructs self-representation. The list goes on: Many rules fail to assist, or affirmatively thwart, jurors trying to make good decisions. Such shortcomings disproportionately harm those with the least power in the system, raising profound questions about whether the evidence code serves its statutory mandate—to promote truth and justice in court proceedings. In the face of widely recognized problems, the government body charged with managing the evidence code—the Advisory Committee on Evidence …

Sidelining The Public, Anya Bernstein, Glen Staszewski, Wendy E. Wagner

Faculty Scholarship

This Article challenges the widely held view that Congress is the American government’s institution closest to the people, while administrative agencies are unaccountable and unresponsive. Providing a systematic, side-by-side institutional analysis, we compare the actual practices and capacities of these two institutions to engage affected publics in policymaking. We find that despite the democratic bona fides of an elected legislature, agencies possess superior capacities, more evolved practices, stricter rules, and stronger incentives for meaningful public engagement. Yet these capacities have been eroded—particularly over the last 50 years—by intensifying legal, political, and managerial obstacles. The Supreme Court and political actors have …

The Hypocrisy Of Data Governance, Zubair Shafiq, Olivia Figueira, Athina Markopoulou, Woodrow Hartzog, Michael Lavine

Faculty Scholarship

“Data governance” is an empty term, like a Rorschach inkblot just waiting to be filled with meaning. Tech companies take advantage of this ambiguity to craft narratives about their data-governance capabilities to fit their audience and purpose. On one hand, tech companies brag about their data-governance capabilities when it fits their business model (for example, to advertisers) and public image (for example, to their customers). On the other hand, tech companies claim that meaningful data governance is challenging or impossible when accountability is demanded.

In this Article, we argue that tech companies systematically misrepresent or selectively ignore their data-governance capabilities. …

Corporate Law's Duty Of Data Loyalty, Andy Serwin, Neil Richards, Woodrow Hartzog, Ryan Durrie

Faculty Scholarship

Privacy law used to be a relatively tidy field, involving a few interesting but discrete topics like press disclosures of private facts, wiretapping, and the processing of personal data by internet companies. But as the digital revolution continues to disrupt area after area of human activity and software “is eating the world,” the core concerns of privacy law such as “when is it appropriate to process personal data?” have similarly entered field after field. Today, most fields of law, including discrimination law, antitrust, and international law, have found it necessary to reckon with the questions of informational harm and power …

Romanist-Bourgeois Property And The Development Of The Modern Capitalist World System, Anna Di Robilant

Faculty Scholarship

This article examines the role of Romanist-bourgeois property law in the development of the modern capitalist world system, focusing on how nineteenth-century jurists deliberately crafted and adapted Roman law-based property doctrines to address the evolving social relations of production in both Europe and its peripheries. Rather than viewing legal concepts as merely reflective of broader economic transformations, the author highlights the active role played by a professional class of jurists in shaping property law to legitimize and structure emergent capitalist class dynamics. The article critically engages with competing scholarly perspectives that either privilege market expansion or downplay class relations, arguing …

Universities, Capital, And Democratic Vulnerability, Steven Dean, Dana Brakman Reiser

Faculty Scholarship

For many, the university serves as a crucial guardian of democracy. Still, the capitulation of leading American private universities to authoritarian pressure from the Trump Administration should not be terribly surprising. This Essay offers one reason why. It does so by focusing on the law governing private nonprofit universities. It examines both the origins and the impact of a fundamental tension between their charitable missions and their need for capital. It shows how the legal framework designed to protect these nonprofit universities from market pressures can actually intensify their vulnerability.

The so-called “nondistribution constraint” stands at the core of U.S. …

Equal Justice & Generative Ai, Milan R. Markovic

Faculty Scholarship

The United States has long suffered from unequal access to justice, with countless low-and middle-income Americans forced to navigate the legal system alone. Recently, prominent judges, lawyers, and scholars have seized on generative AI as a potential corrective. These techno-optimists maintain that ChatGPT and other large language models can demystify the law and address unmet legal needs. Chief Justice John Roberts has proclaimed that AI-based tools "have the welcome potential to smooth out any mismatch between available resources and urgent needs in our court system."

Although AI will be an increasingly important source of legal assistance for underserved populations, the …

Obituary For The Birth Certificate, Malinda L. Seymore

Faculty Scholarship

Have birth certificates outlived their usefulness? Birth certificates establish an individual’s name, identity, age, race, sex and gender, parental authority, and citizenship. In addition, the information collected at the time of birth and reflected on a long-form birth certificate provides data for public health policy, population statistics, internal migration, government planning, and resource allocation. Birth certificates are also the all-access pass to American life, necessary for many functions of modern life: registering a child in school, signing a child up for soccer, getting a driver’s license and passport, enlisting in the military, and applying for government benefits. All of this, …

Health Truth To Power: Professional Collaboration To Bolster Trust Against Misinformation, William M. Sage, Keegan D. Warren

Faculty Scholarship

This Article is about health, leaving aside more general challenges to shared civic information today. The Article begins by surveying the principal challenges for health information in post-pandemic, arguably post-truth America, and then describes briefly the sources and limits of medical professional authority. Noting the double-edged sword of free speech guarantees under the U.S. Constitution, the Article continues by commenting on speaking truth to government, to industry, and to the crowd. Next, the Article considers the physicians’ role in speaking truth to power from the perspective of standard medical professional ethics and identity, comparing it to that of lawyers. Finally, …

Does It Matter What People Lie About?, Stefanie Jung, Peter Krebs, Monika Leszczynska

Faculty Scholarship

We investigate whether people’s moral judgments of lies in pre-contractual negotiations differ from their views on whether such lies should give the deceived party a legal right to rescind the contract, and whether these judgments depend on the content of the lie. In a vignette study with 832 German students and 885 participants from Germany, Italy, and the United States, respondents evaluated a range of common negotiation lies. Across samples, participants were generally more likely to deem a lie immoral than to believe it should justify rescission, but the size of this gap varied depending on the lie’s subject. Lies …

Symmetry, Presumptions, And The Judges Design, Murat C. Mungan

Faculty Scholarship

An instrumental variables approach called ‘the judges design’ used frequently in social sciences relies on an assumption called ‘average monotonicity’. This assumption pertains to how different judges’ (or other classifiers’) decision making processes relate to each other. Violations of it are hard to detect, which raises the importance of it being supported by a plausible theory. Decisions of judges who solve Bayesian decision problems violate average monotonicity as long as the signals they process are symmetric and they do not possess strong presumptions. This result is extended to cases where judge presumptions are symmetrically distributed and may include strong presumptions. …

Information Law Pluralism, Hannah Bloch-Wehba

Faculty Scholarship

Information-intensive activities are reshaping political, social, and economic institutions. As they respond to these shifts, legislators and regulators are embracing information as a regulatory device for tech. Far from limiting themselves to public disclosure, consumer notice, and other traditional mechanisms of fostering transparency and information flows, however, legislators are using other, more nuanced tools to incentivize regulated entities to obtain, generate, and share information.

This Article maps the landscape of the emerging information-based regimes for regulating tech and assesses their conceptual and practical implications. It canvasses an extensive set of recently enacted laws regulating the information economy and shows that, …

An International Approach To Homelessness. Part I: The Case Of India., Pranit Lanjewar, Jaroslaw Richard Romaniuk

Faculty Scholarship

This paper, the first in a two-part study on homelessness in developing countries, explores the causes of homelessness in countries with significant populations living in poverty. This instalment focuses primarily on homelessness in India. The country’s diversity in terms of culture and religion is reflected in challenges when approaching issues related to homelessness. We highlight governmental initiatives to combat homelessness and provide impoverished people and families with access to essential services. A qualitative research method was used. We interviewed the recipients of government services aimed at helping their families overcome homelessness. Our findings highlight the role of education and educational …

Transnational Mass Tort Litigation: A Proposal For An International Court Of Civil Justice, Maya Steinitz

Faculty Scholarship

This chapter argues for the creation of an International Court of Civil Justice for transnational mass tort cases. It considers the challenges of adjudicating cross-border mass torts along with the incentives and feasibility of a new international court. Drawing upon case studies including the Bhopal disaster, litigation surrounding the devastation of the Ecuadorian rainforest, and the attempts to sue over human rights abuses in Nigeria, the chapter demonstrates that the world's legal systems were not designed to solve these kinds of complex cases, and the absence of mechanisms to ensure coordination means that victims try, but fail, to find justice …

Attitudes Driving Regional Differences In Long-Acting Injectable Antipsychotic Utilization For Schizophrenia Among Healthcare Professionals, Patients, And Caregivers (Advance): Results From A Multinational Survey Study, Martha Sajatovic

Faculty Scholarship

Background: Long-acting injectable (LAI) antipsychotics improve adherence and reduce schizophrenia relapse rates vs oral antipsychotics (OAs) but remain underused. The ADVANCE study explored country-level differences in LAI use among healthcare professionals (HCPs), patients, and caregivers, to identify drivers of LAI use. Study Design: ADVANCE included participants from Australia, Canada, China, Germany, Israel, South Korea, Spain, and the United States. Eligible HCPs spent ≥25% of their time in direct patient care, managed an adult population of whom ≥10% have schizophrenia, and treated patients prescribed LAIs. Patients aged ≥18 years and caregivers of adults living with schizophrenia who had tried/been offered an …

Opening Brief For Plaintiff-Appellant Emery Barron, Steven Mitchell, Carolyn Sacco, Shaina Sikka, Madeline H. Meth

Faculty Scholarship

By the time Emery Barron sued Pennsylvania Department of Corrections officials in 2021, they had kept him caged for almost six years in solitary confinement without providing a pathway for him to reenter general population. Department of Correction policy calls for officials to review the ongoing need for solitary confinement after an initial ninety-day stint in disciplinary confinement. However, procedural carve outs allow officials to leave people like Barron in solitary indefinitely without an opportunity to be heard by a decisionmaker and without requiring officials to assert any legitimate penological interest behind the confinement.

Under this scheme, which violated both …

International Law, Adam Chilton, Weijia Rao

Faculty Scholarship

International law has, historically, been best understood as a body of principles and rules that govern the interactions between sovereign states and regulate how sovereign states can behave outside their borders. Over time, international law has evolved to regulate a broader range of subjects than just exterritorial activities—including the treatment of citizens or migrants within a country’s borders—and to regulate a greater range of actors than just sovereign states—including private individuals, corporations, and other nonstate actors. This body of principles and rules comes from several sources, including treaties and conventions, customary international law, judicial opinions, and academic articles and treatises …

Jmu Libraries Magazine: Volume 3, Jenne M. Klotz, Emily D. Blake, Kristen S. Shuyler

Faculty Scholarship

Volume 3 of the biennial JMU Libraries magazine, highlighting services, events, awards of the JMU Libraries.

Experiences And Perceptions Of Patients, Caregivers, And Healthcare Professionals With Long-Acting Injectable Antipsychotics For The Treatment Of Schizophrenia: Qualitative Results From The Multinational Advance Study, Martha Sajatovic

Faculty Scholarship

Introduction: Schizophrenia imposes a substantial burden on individuals and society. Long-acting injectable antipsychotics (LAIs) improve adherence and reduce relapse and hospitalization rates compared with oral treatments for schizophrenia, yet LAI use varies globally. The qualitative interview portion of the global Attitudes DriVing regional differences in long-acting injectable ANtipsychotic utilization for schizophrenia among healthcare professionals (HCPs), patients, and CaregivErs (ADVANCE) study explored the patient journey from schizophrenia diagnosis to treatment, treatment goals, and experiences and perspectives on LAIs that may influence their use. Methods: ADVANCE included HCPs, patients, and caregivers from Australia, Canada, China, Germany, Israel, Spain, South Korea, and the …

Executive Function Among Older Adults With Bipolar Disorder: A Gage-Bd Analysis, Federica Klaus, Martha Sajatovic, Peijun Chen, Nicole Fiorelli, Ashley N. Sutherland

Faculty Scholarship

Objectives Executive function deficits in bipolar disorder (BD) are major contributors to disability in older age BD (OABD). We investigated the difference between OABD and age-equated healthy comparators (HC); and, in the OABD group, the associations of executive function with age, symptom severity, global cognition, and daily functioning. Design Cross-sectional analysis of executive function in OABD versus HC. Setting Analysis of large archival dataset harmonized from 12 international OABD studies. Participants Older adults (≥50 years) with OABD ( n = 614) and HC ( n = 192). Measurements Executive function was assessed via Trail Making Test B (TMT-B) completion time; …

Opening Brief For Plaintiff-Appellant Jacob Julick, Aryssa Harris, Cameron Tong, Madeline H. Meth

Faculty Scholarship

For ten days in the middle of winter, officers at the Kentucky State Penitentiary (KSP) confined Jacob Julick in freezing cells, dressed only in paper boxers, and without access to hygiene products, a shower, cleaning products, bedding, or shoes. The reason? Mistaken retribution in response to a recent assault on an officer in which Julick was not involved.

When Julick reported experiencing suicidal thoughts, Defendant Officer Jason Denny mocked him, telling him to “kill [him]self and do them the favor.” Shortly after, Julick was moved from his first solitary cell to a strip cage where he was handcuffed, shackled, and …

“Quasi-Judicial”: A History And Tradition, By Beau J. Baumann & Jed H. Shugerman, Beau J. Baumann, Jed Handelsman Shugerman

Faculty Scholarship

“I do not say the office is either Executive or Judicial; I think it rather distinct from both, though it partakes of each, and therefore some modification, accommodated to those circumstances ought to take place.” – James Madison on the Comptroller, June 29, 1789

On Monday, December 8th, the Supreme Court will hear oral arguments in Trump v. Slaughter. The case presents a pivotal challenge to Humphrey’s Executor, the New Deal precedent underpinning so-called independent agencies. In Humphrey’s, the Hughes Court unanimously held that Congress could shield administrators from presidential removal if they exercised “quasi-judicial” or …

Neuroadaptive Return On Investment In Education: A Critical Review Of Eeg And Eye-Tracking For Decision Optimization, Piper Hutson, James Hutson

Faculty Scholarship

This article advances a critical synthesis of a proposed neuroadaptive return on investment framework that integrates electroencephalography and eye-tracking into educational decision systems. The analysis situates neuroadaptive ROI within scholarship on neurodiversity, engagement, and adaptive learning, arguing that process-level indicators of attention, cognitive load, and persistence merit inclusion alongside conventional outcome metrics in investment models. Methodological scrutiny examines construct validity for neural and gaze indices, requirements for multimodal fusion, calibration across heterogeneous learner profiles, and threats to internal and external validity in classroom contexts. Evidence from pilot implementations suggests feasibility for real-time pacing, friction-point detection, and targeted resource triage, although …

Correlates Of Depressive Symptom Severity Among Adults With Epilepsy Participating In An Epilepsy Self-Management Clinical Trial, Rachel Branning, Michael Liu, David Silva, Jessica Black, Jacqueline Krehel-Montgomery, Nicole Fiorelli, Richard Barigye, Clara Adeniyi, Martha Sajatovic

Faculty Scholarship

Background People living with epilepsy (PWE) experience higher rates of depression compared with the general population. Depression in PWE is associated with increased seizure burden and reduced quality of life. We aimed to examine clinical and demographic correlates of depression severity using the nine-item Patient Health Questionnaire in PWE experiencing negative health events in the past 6 months. Aims (a) To assess how depressive severity correlated with seizure frequency; To examine how outcomes such as quality of life are influenced by depressive severity; To investigate how demographic factors affect depressive severity. Method Depressive severity was defined as a score of …

Large Language Models As Machines Of Beauty: Cognitive Averaging, Latent Space Geometry, And The Entropic Foundations Of Aesthetic Preference, Daniel Plate, James Hutson

Faculty Scholarship

This study advances the position that large language models (LLMs) and human perceptual systems are governed by a shared computational drive toward prototypicality, entropy reduction, and aesthetic coherence. Drawing on developmental evidence that infants exhibit early preferences for facial symmetry and averageness, the analysis situates aesthetic preference within broader research on processing fluency and predictive coding, emphasizing that biological perception rewards stimuli that reduce uncertainty and support efficient information compression. This foundation is used to examine how LLMs, through cross-entropy optimization, perplexity minimization, and latent space clustering, converge on high-density representational regions that operate as statistical prototypes of linguistic and …

Addressing Implementation Challenges In The Delivery Of An Epilepsy Self-Management Program In Community Settings, Martha Sajatovic, Jessica Black, Clara Adeniyi, Sakshi Priya, Nicole Fiorelli, Lesley Armah

Faculty Scholarship

Aims: This report describes implementation of the SMART epilepsy self-management (ESM) program in a community setting. Methods: SMART was implemented by 3 epilepsy-focused social services agencies. Pre/Post outcomes included past 30-day seizure frequency, the 9-item Patient Health Questionnaire (PHQ-9), the 10-item Quality of Life in Epilepsy (QOLIE-10) and the 7-item Generalized Anxiety Disorder (GAD-7) scale. Results: There have been 8 nurses (mean age 63.6, SD 9.1) and 14 peer educators trained (mean age 44.3, SD 15.8, having epilepsy a mean of 18.2, SD 11.1 years). Mean number of SMART sessions attended (out of a maximum of 8) was 5.7, SD …

Clinical Decision Support For Pharmacologic Management Of Treatment-Resistant Depression With Augmented Large Language Models, Martha Sajatovic

Faculty Scholarship

Background: We evaluated whether a large language model could assist in selecting psychopharmacological treatments for adults with treatment-resistant depression. Methods: We generated 20 clinical vignettes reflecting treatment-resistant depression among adults based on distributions drawn from electronic health records. Each vignette was evaluated by 2 expert psychopharmacologists to determine and rank the 5 best next-step pharmacologic interventions, as well as contraindicated or poor next-step treatments. Vignettes were then presented in random order, permuting gender and race, to a large language model (Qwen 2.5:7B), augmented with a synopsis of published treatment guidelines. Model output was compared to expert rankings, as well as …

Semaglutide For Metabolic Dysfunction–Associated Steatohepatitis (Mash): Estimating Eligibility From The 2021–2023 National Health And Nutrition Examination Survey (Nhanes), Jennifer B. Levin, Martha Sajatovic, Seth N. Sclair

Faculty Scholarship

There has been considerable interest in the potential of GLP-1 agonists for treating chronic liver disease.1 Following the positive results of the Phase 3 ESSENCE trial,2 on August 15, 2025, the FDA-approved Wegovy (semaglutide) for the treatment of metabolic dysfunction–associated steatohepatitis (MASH).3 Recently, the eligibility for semaglutide across all current indications in the United States, including diabetes management, weight management, and secondary prevention of cardiovascular disease (CVD), was estimated to be nearly 137 million individuals based on the National Health and Nutrition Examination Survey (NHANES, 2015–2020).4 Although weight management subsumed all eligibility for secondary prevention of CVD, as well as …