Digital Commons Network^™

On Predicting And Stopping Dystopia, Evan Selinger, Woodrow Hartzog

Faculty Scholarship

Is it reasonable to be dystopian about how the future will likely unfold? We think so. For some time, we have been arguing that facial recognition technology is a perfect tool of oppression, and that its pernicious affordances are leading society down a slippery slope toward the evisceration of privacy by obscurity. This is a soft form of “determinism”—the notion that while technology is not an unstoppable force and the future is not preordained, there nevertheless are identifiable factors, such as the invitingness of affordances, human nature, and incentives that drive technology in certain directions and make some social outcomes …

The Human Right To A Healthy Environment: Corporate Responsibility In Critical Mineral Extraction, Erika George

Faculty Scholarship

This paper argues that the emerging human right to a clean, healthy, and sustainable environment should guide the governance of critical minerals by incorporating the corporate responsibility to respect human rights throughout supply chains to ensure a racially just energy transition. It frames the climate crisis within the history and political economy of racial capitalism, contending that without rights-based guardrails, mineral supply chains risk reproducing the extractive harms and racialized disparities of the fossil fuel era, including labor abuses, displacement, water depletion, and violence disproportionately borne by racialized and Indigenous communities. Methodologically, the paper combines doctrinal analysis of international norms …

An International Approach To Homelessness. Part Ii. Slums Demolition Or Upgrading?, Pranit Lanjewar, Jaroslaw Richard Romaniuk

Faculty Scholarship

In search of the best approach to eradicating homelessness in underdeveloped countries with large populations, we conducted interviews with professionals involved in different models of helping the unhoused. Although it has been established that the Housing First model combined with human services is the best model to end homelessness, the cost of housing might be prohibitive for many national governments. In situations where governments are over-whelmed by the numbers of homeless people, communities and organizations develop specific methods and practices to meet the needs of unhoused individuals. For the purpose of this paper, phenomenological research was undertaken to learn how …

Vesting Villainy: The Call To Ban 401(K) Vesting Schedules, Samantha Prince

Faculty Scholarship

The American employee’s efforts to accumulate retirement wealth have been stunted by 401(k) plan vesting schedules for over half a century, yet vesting schedules continue to be legally permissible and pervasively used. Empirical research now exists to show the astronomical number of American workers that annually lose their employer contributions due to vesting schedules—over 1.8 million across 909 plans in 2022 alone. The same research also reveals that in 2022, workers forfeited over $1.5 billion in retirement savings. Critically, employers recycled over 82% of these funds, directly reducing their own contribution obligations. Many private-sector employees in the United States rely …

Beyond The Building: Leveraging A Library Renovation To Tell A Broader Story, Kristen S. Shuyler

Faculty Scholarship

A library renovation presents a unique communication challenge, requiring a thoughtful strategy that minimizes disruption while building anticipation. When James Madison University (JMU) decided to renovate and expand its flagship library, the JMU Libraries’ Communications & Outreach team pivoted from routine promotional efforts to a streamlined communication model designed to handle significantly increased, narrative-driven messaging related to the renovation. This article outlines the renovation project’s communication plan, describes our streamlining efforts, and highlights unexpected opportunities that emerged along the way—allowing us to share the library’s story in new ways and with broader audiences.

Access To Justice After Medina V Planned Parenthood South Atlantic, Daniel G. Aaron, Nicole Huberfeld

Faculty Scholarship

Access to justice is “the ability of all people to seek and obtain effective remedies through accessible, affordable, … and culturally competent institutions of justice.”¹ Historically, patients and physicians have worked together to protect the integrity of medical care as well as patients’ rights by challenging unlawful government actions in court. Yet the US Supreme Court recently issued decisions that may impede access to justice, potentially empowering federal, state, and local governments to interfere with evidence-based care. We explore constraints on access to justice that may arise after Medina v Planned Parenthood South Atlantic (PPSA) (606 US 357, 2025), …

The Business Of Ai-Producing Startups: Evidence From A Worldwide Survey, James Bessen, Stephen Michael Impink, Robert Seamans

Faculty Scholarship

We report results from a multi-year, worldwide survey of artificial intelligence (AI)-producing startups to describe the types of technologies, frameworks, data protection, and partnerships nascent firms use to develop their AI products. Analyses of our survey findings also inform how startups gather the resources to commercialize their AI applications in alignment with their entrepreneurial strategies, address competitive barriers, and respond to regulations. These data provide initial evidence of the perceived impact of these products on their customers’ tasks and industries, suggesting that these firms’ AI products not only reduce labor costs but augment human capabilities.

Nonlinear Bivariate Associations And Mononuclear Cell‐Type‐Specific Expression Level Differences In The Sting Signalling Pathway, David Kaplan

Faculty Scholarship

Understanding intracellular signalling pathways is crucial since they regulate essential functional activities. Bivariate relationships have been useful in delineating these pathways in clinical samples. In our previous studies, we have found many linear associations between pathway components, and we have interpreted these correlations as rheostatic regulators. Increases in an upstream component are correlated with a commensurate downstream increase. Here, we report a quantitative analysis of molecules in the STING pathway by assessing the variance in human peripheral blood mononuclear cell-type-specific molecular expression from patients with atherosclerotic coronary artery disease. The induction of the type I interferon track by this pathway …

The Emerging And Evolving Evidence Supporting Creatine As An Ergogenic Aid: History And Applications, Chad Kerksick, Drew Gonzalez, Jeffrey Stout, Scott Forbes, Darren Candow, Tim Ziegenfuss, Ronald Marshall, René Schwesig, Richard Kreider

Faculty Scholarship

Background

Creatine is one of the most extensively studied ergogenic aids, with over three decades of research supporting its role in exercise performance, recovery, and health.

Methods

This narrative review summarizes the historical development of creatine supplementation and evaluates evidence regarding its mechanisms, efficacy across active, athletic populations (e.g. strength, endurance, team-sport), and tactical (e.g. military, law enforcement) populations, and its safety profile.

Results

The evidence suggests that creatine enhances phosphocreatine resynthesis and cellular energy availability, resulting in consistent improvements in high-intensity exercise performance, training adaptations, lean body mass, strength, and power. Additional findings indicate that creatine may attenuate exercise-induced …

Mainstreaming Mistrust: The Shift In Us Vaccine Policy Under The Trump Administration, Sanjin Musa, Amy Estlund, Megan A. Berman

Faculty Scholarship

Department of Health and Human Services led by Robert F. Kennedy Jr., represents a significant departure from long-standing public health norms. This commentary explores how historically marginalized anti-vaccine activism has moved into the mainstream of government oversight. Key actions driving this transition include the wholesale replacement of the Advisory Committee on Immunization Practices, the departure of senior CDC officials, and the public questioning of established childhood immunization schedules. Furthermore, the administration has ceased financial support for global health entities like the World Health Organization and Gavi, the Vaccine Alliance, while canceling funding for innovative mRNA vaccine platforms. 

These domestic policy …

Can Legal Knowledge Save Lives? A Randomized Experiment In Preventive Health Screenings, Christopher Robertson, Wendy Netter Epstein

Faculty Scholarship

While the U.S. healthcare system typically imposes significant out-of-pocket costs, the Affordable Care Act (ACA) requires full insurance coverage for certain preventive health services (PHS), including cancer screenings, without cost-sharing. Despite this policy, one in four eligible Americans remains unscreened for breast, colorectal, and cervical cancer, which increases their risk of premature death. We hypothesize that a lack of awareness about the ACA’s free care requirement contributes to this gap and that explicitly informing patients could increase screening uptake. Additionally, we investigate whether prior experiences with medical debt deter individuals from seeking even cost-free care, reflecting a spillover effect of …

Bankrupt Crypto Organizations, Kara Bruce, Christopher K. Odinet, Andrea Tosato

Faculty Scholarship

This Article provides the first comprehensive analysis of the intersection between decentralized autonomous organizations (DAOs) and American bankruptcy law. DAOs are blockchain-based entities that enable individuals to pursue common goals using decentralized decision-making and automated governance. Since their recent emergence, DAOs have proliferated dramatically—with over 20,000 organizations managing over $20 billion in assets and engaging in activities ranging from investment management to real estate and even attempting to purchase historic copies of the U.S. Constitution. Yet like any other organization, DAOs can fail, creating an urgent need to understand what happens when unstoppable code meets immovable bankruptcy law.

Our investigation …

Contagious Discrimination: Why Race-Blind Justice In Courtrooms Is Not Enough, Yijia Lu, Murat C. Mungan

Faculty Scholarship

Existing theories of discrimination focus on discrimination at the individual, societal, or organizational level. We highlight the importance of the dynamic relationship between different institutional actors who jointly give rise to discriminatory outcomes. This reveals that discrimination can be contagious: discrimination that would otherwise not occur at one institutional level can arise due to discrimination at another institutional level. Therefore, discrimination by some actors can trickle down and create disparate impacts in processes that would otherwise be free of discrimination. This phenomenon, which we term “contagious discrimination,” can manifest itself in various settings such as employment and commercial trade negotiations. …

Chicana Professionalism: Embracing Greñas, Glitter & Boots, Luz E. Herrera

Faculty Scholarship

The current political moment, where immigrant identity is scapegoated and academic freedom is threatened, requires an affirmation of personal identity, a recognition of personal struggle, and a celebration of resilience. This Essay embraces the ideas that professional identity development is temporal and that the current conceptualization of professionalism requires embarking on a reflection journey that addresses the dissonance between personal conscience and professional duty.   Part I briefly revisits the work of Professor Margaret E. Montoya, one of the first Chicana law professors that describes the formation of her professional identity as a law student. It explores the status of Latinas …

The Lost Origins Of Antitrust, William Magnuson

Faculty Scholarship

Over the last decade, the once-sleepy field of antitrust has suddenly sprung to the forefront of public attention. The digitalization of the economy, the expansion of Big Tech, and the rise of platform monopolies have all raised deep questions about the nature of corporate power and law’s capacity to constrain it. Some scholars have argued that antitrust enforcement must be reinvigorated in substance and broadened in scope in order to combat rapidly rising economic inequality. Others have argued that antitrust law is ill-equipped to address these broad moral issues and instead must be re-focused on its traditional principles of consumer …

Wealth-Based Disparities In Higher Education: Compounding Privilege, Multiplying Barriers, Rachel Moran, Jonathan D. Glater

Faculty Scholarship

This Special Issue is prompted by a confluence of developments in higher education: increasing access to postsecondary schooling overall and concurrent increasing socioeconomic inequality. After World War II, American colleges and universities began to “massify,” expanding their enrollments by opening their doors to people who previously would have found them closed. First, these institutions admitted veterans, then people of color and women (Altbach and Reisberg 2018, p. 63; Gumport et al. 1997, p. 2; Labaree 2017, pp. 106–7). The U.S. was not an outlier, and in the ensuing decades, nations around the globe saw unprecedented increases …

Performing Legality: When And Why Chinese Government Leaders Show Up In Court, Rachel E. Stern, Jieun Kim, Benjamin L. Liebman

Faculty Scholarship

Since 2015, Chinese government leaders have been required by law to appear in court when citizens sue their unit or to designate an employee to take their place. We frame this policy as a demand on leaders to “perform legality,” sacrificing their time to demonstrate how seriously the government takes legal proceedings. Drawing on an original dataset of 127,529 administrative lawsuits decided between 2015 and 2018, we investigate how often government leaders appear in Chinese courtrooms, and for which kinds of cases. Overall, leaders attended 24.72% of hearings. Contrary to the State Council’s instructions to prioritize attendance in lawsuits that …

Liberal Trade And President Trump: Never The Twain Shall Meet, Joel Adu-Quaye, Petros C. Mavroidis

Faculty Scholarship

This paper seeks to distinguish between two consequences of the tariff policies enacted by both Trump administrations: (1) their adverse effects on free trade and (2) the existential damage inflicted upon the transnational institutions responsible for enforcing its rules and obligations. Although difficult to quantify the latter, there is an intuitive sense that this is what matters most. The global order appears to be shifting from a rule-based framework to one characterized by increasing disorder and unpredictability. Within this new world order, actions are permissible so long as they align with the, often ill-defined, national interests of powerful nations.

The Supreme Court's Policy Favoring Arbitration And Its Limits, George A. Bermann

Faculty Scholarship

While the federal policy favoring arbitration is codified in the 1925 Federal Arbitration Act (FAA), the strength of that policy depends on the treatment that arbitration receives in federal courts and in the United States Supreme Court in particular.

Courts in all jurisdictions play an important role in fashioning the treatment of arbitration agreements, arbitral proceedings and arbitral awards. However, the judicial role in this regard is especially pronounced in the United States, in view of the problematic state of legislation on the subject. The federal legislation on arbitration is 100 years old and has never been meaningfully amended. The …

The Mysterious Federal Policy In Favor Of Arbitration: Festschrifts Squared, Robert H. Smit

Faculty Scholarship

As far as I can tell, John Fellas and I think alike on most things, both as practicing international arbitrators and as professors of international arbitration law. As arbitrators in practice, all of the awards we have rendered together — whether John chaired, I chaired or we both served as party-appointed arbitrators — were unanimous awards. As professors in academics, we both independently submitted essays — on the occasion of a festschrift in honor of Professor George Bermann — addressing related issues concerning the federal policy in favor of arbitration in the United States. John’s festschrift essay is entitled “ …

The Law Of For Cause Removal, Jane Manners, Lev Menand

Faculty Scholarship

For the first time in American history, the Supreme Court is poised to decide what it means for the president to remove a principal officer “for cause.” The case — which arises from the attempted removal of Lisa Cook, a member of the Board of Governors of the Federal Reserve System — has major implications for central bank independence in the United States and, more broadly, for the U.S. administrative state. But given how long it has been since such offices were formally contested, courts and commentators have forgotten many aspects of the legal tradition governing “for cause” removal. In …

Selective Service And The Separation Of Powers, Jeremy K. Kessler

Faculty Scholarship

The legal history of the U.S. military draft is a case study in creative statutory interpretation. Throughout the twentieth century, this interpretive creativity tended both to expand draft registrants’ substantive and procedural rights, and to recalibrate the roles played by Congress, the courts, and various executive branch factions in the governance of tens of millions of young men. Today’s Military Selective Service Act (“MSSA”) reads much like the law that governed the land when the country last went to war with conscripts during the 1950s and 1960s. But between U.S. entry into the Korean War and its withdrawal from Vietnam, …

Evidence And Assessing Verbatim Transcription Quality Of Black English And Standard American English, L. Alexander Walker Iii

Faculty Scholarship

This chapter explores the accuracy of private transcription services when transcribing Black English and Standard American English. Courts and lawyers in the US regularly rely on transcripts from such services, but third-party verification of their accuracy, especially with respect to their quality when faced with nonstandard language varieties, is lacking. This study draws on experimental methods to contrast the quality of transcription services offered by transcribers and AI route. The quantitative results show that transcription by humans and AI resulted in more mistakes when transcribing Black English than when transcribing Standard American English. Furthermore, a qualitative analysis reveals that these …

Large Language Models In Qualitative Analysis: Comparing Traditional And Researcher-Interpreted Approaches, Raihan K. Khan

Faculty Scholarship

Qualitative data analysis, particularly thematic analysis, is a widely used method for uncovering patterns and insights in narrative data but often faces challenges such as being resource-intensive and susceptible to researcher bias. In recent years, Large Language Models (LLMs) have emerged as promising tools to assist human coders in conducting thematic analysis, offering efficiency and scalability in processing large datasets. However, existing work primarily relies on tools like ChatGPT, raising privacy concerns—especially when analyzing sensitive healthcare data—and lacks systematic validation through comparisons with human coders. This study aims to evaluate the potential of open-source LLMs for qualitative data analysis. Semi-structured …

Amicus Brief In Trump V. Barbara: An Originalist Defense Of Birthright Citizenship, Jed Handelsman Shugerman, Evan D. Bernick

Faculty Scholarship

For nearly all of the first 235 years under the Constitution, the citizenship of every child born in the United States to alien parents, with immaterial exceptions, was a given. Then, in 2025, the Trump administration changed course. Even though the Fourteenth Amendment makes no mention of limiting birthright citizenship to the children of domiciled parents, the Government now claims that is what “subject to the jurisdiction thereof” has always meant. While the Government and its amici admit that the common law recognized the citizenship of children of transient aliens, their remaining “survey of history range[s] from the constitutionally irrelevant” …

Meeting The Challenge Of Civic Education In Hyperpolarized Times, Linda C. Mcclain

Faculty Scholarship

What role can civic education play in polarized times? That is the pressing question posed by Civic Education in Polarized Times, edited by Elizabeth Beaumont and Eric Beerbohm.1 As Beaumont’s introduction explains, “as political polarization has intensified across the world, civic education seems more urgent, but it has also become more challenging.” (P. 1.) The volume brings together an eminent group of education scholars, legal scholars, political theorists, and philosophers to consider challenging questions about how to carry out civic education “in a polarized era” and “for a polarized era.” (P. 2.)

Beyond Subsidies And Mandates: Testing A Simple Behavioral Mechanism To Drive Health Insurance Coverage, Wendy Netter Epstein, Hansoo Ko, Christopher Robertson, Kevin Wilson, David Yokum

Faculty Scholarship

Uninsured individuals face reduced access to care, financial risk, and higher mortality. Although public programs and private subsidies have lowered uninsurance, these mechanisms remain incomplete and politically unstable. We evaluate whether a low-cost outreach intervention can increase health insurance enrollment without altering plan prices. Using a randomized field experiment involving 16,477 uninsured Maryland households, we assigned households to a no-contact control or to receive email and postcard outreach featuring affordability messaging alone or combined with responsibility or community framings. Outreach increased qualified health plan enrollment by 0.699 percentage points and total coverage by 0.967 percentage points relative to control. The …

Communicative Legitimacy: The Supreme Court's Hidden Cultural Binaries In The U.S. Civil Sphere, Steven Arrigg Koh

Faculty Scholarship

How does the U.S. Supreme Court establish its legitimacy? Over the last two hundred years in U.S. society, the Court has interpreted the U.S. Constitution on watershed issues such as slavery, segregation, and marriage equality. And yet the Constitution is just 7,591 words. A puzzle thus emerges: how does the Court intelligibly interpret this short text for U.S. society? This article develops a new theoretical and empirical cultural sociological account of such Supreme Court decision-making, which it calls “communicative legitimacy.” According to this theory, which draws on Jeffrey Alexander’s civil sphere theory, the Court consistently and inevitably draws on a …

Left Behind In Lockdown: A Scoping Review Of Covid-19’S Impact On The Lives Of Transition-Age Foster Youth, Johanna K P Greeson, Sarah Wasch, John Gyourko, Antonio R. Garcia, Hannah Bennett, Kate Greco, Liya Cha

Faculty Scholarship

This scoping review asked: What is known about the scope and nature of research on the COVID-19 pandemic and its effects on older youth with foster care experience in the United States, including the types of studies, samples and outcomes examined? Guided by the Joanna Briggs Institute framework and PRISMA-ScR, we searched 11 databases and grey literature sources (October2024 to January 2025). Eligible studies were United States based, published from 2020 onward and included primary data on foster youth or relevant professionals. Thirty-two studies met inclusion criteria. Most studies were descriptive or cross-sectional, reflecting early phases of the pandemic. Mapping …

Effects Of A Carbohydrate + Caffeine Beverage On Game Performance, Blood Glucose And Perceived Effort In Collegiate Women Soccer Players, Andrew Jagim, Abby Ambrosius, Makenna Carpenter, Joesi Krieger, Lochlan Charley, Jennifer Fields, Margaret T. Jones, Chad Kerksick

Faculty Scholarship

Carbohydrate availability and caffeine ingestion have been shown to elicit improvements in performance independently of one another. The purpose of the study was to examine the effect of a carbohydrate + caffeine beverage on performance and perceived effort in soccer players. Forty-three collegiate women’s soccer athletes were recruited to participate during a single day of simulated match play, in which each team played once. Athletes consumed either a carbohydrate + caffeine (Experimental) beverage or a control (Control) beverage (flavored water) during half-time in a double-blind, placebo-controlled, randomized control trial design. Prior to and after each game, Ratings of Perceived Exertion …