Digital Commons Network^™

Effect Of Head Coverings On Directional Microphone Performance In Modern Hearing Aids: A Kemar-Based Laboratory Evaluation, Zahra Fekri, Mariam Mohamad, Ayasakanta Rout

Faculty Scholarship

Background/Objectives: Directional microphones are an established hearing aid technology for improving speech understanding in background noise. Although researchers have examined the influence of hair, spectacles, and earmold venting on directional performance, no systematic work has addressed head coverings, which people wear worldwide for cultural, religious, occupational, and personal reasons. This study determined whether a cotton head covering alters the directivity index (DI) of highest-level receiver-in-canal (RIC) hearing aids. Methods: A Knowles Electronics Manikin for Acoustic Research (KEMAR) was positioned in a double-walled, sound-treated booth, and DI was measured for omnidirectional and fixed directional microphone settings, with and without a two-layer …

"How Do I Design My Law Course?": A Quick Guide For New Professors, Steven Arrigg Koh

Faculty Scholarship

How do professors start teaching law? This question is a particular challenge for new law professors, who often lack resources for course design. Written from the perspective of a recently tenured law professor, this Essay offers four major categories of decisions: semester structure, classroom, final exam, and “professorial personality.” It argues that, for each decision, reasonable minds can differ. This Essay also provides some personal reflections on the decision-making to illustrate how one professor might weigh various considerations in course design. A final Appendix is a checklist for new professors.

Directing The Absent Tool: Friction Embodiment And Competency Progression In Ai Assisted Creative Learning, Daniel Suarez, James Hutson

Faculty Scholarship

Generative artificial intelligence complicates the relationship between successful creative production and the development of independent disciplinary judgment. Task allocation offers a practical response by identifying operations that learners should protect, perform with support, or delegate, yet the educational value of an allocation depends on conditions that change beyond a single assignment. This article extends a process-centered framework along three connected axes: absence, modality, and time. Constructivist friction describes difficulty encountered when learners must reconstruct judgments previously supplied by an available tool; its educational value depends on subsequent diagnosis, feedback, and transfer rather than difficulty alone. A spatial and embodied extension …

The Coming Health Insurance Transition, Brendan S. Maher

Faculty Scholarship

For decades, the dominant form of private health insurance in the United States—by far—has been employment-based group health insurance. Somewhere in the range of 175 million employees and their families receive health care coverage through a system in which employers serve as financiers, procurers, administrators, and fiduciaries of the health insurance promise. An overwhelming percentage of those health insurance arrangements are governed by ERISA, with little room for state law.

That is going to change.

This Article explains—for the first time anywhere—why and how. Because of the tremendous and as-yet unrecognized power of an obscure-sounding funding arrangement called the Individual …

¿Digno Retorno? De La Ciudadanía Cultural A La Ciudadanía Truncada En El Retorno A México, Nancy Plankey-Videla, Luz E. Herrera

Faculty Scholarship

The chapter revisits citizenship by drawing on the findings of the Mexican Reintegration Project that interviewed 333 Mexicans that the U.S. deported or who returned to Mexico, and 18 civil society organizations that were part of the study. Many Mexicans in the United States experience a form of belonging, or cultural citizenship, even while being monitored by immigration and law enforcement. Upon returning to Mexico —whether forcibly or “voluntarily” - they experience a truncated citizenship that also complicates their sense of belonging to their own country of origin. They often do not have all the documentation needed to prove their …

Generative Ai In Art And Design Education: Keeping The Human In The Creative Loop, James Hutson, Daniel Suarez

Faculty Scholarship

Research on generative artificial intelligence in education reveals a persistent divergence between successful assisted performance and the development of independent knowledge, creative judgment, and transferable skill. Studies of art and design additionally identify opportunities for iterative exploration alongside concerns about visual fixation, uncertain authorship, and dependence on generated alternatives. These findings create an instructional problem: educators need to determine which creative decisions should remain with learners, which operations can receive bounded assistance, and which activities can be delegated without bypassing the intended learning. Existing scholarship addresses these questions through research on scaffolding, human-AI collaboration, assessment, and psychological ownership, but these …

The Health Status Of U.S. Democracy, Philip C. Bobbitt

Faculty Scholarship

In 1776, Thomas Paine wrote Common Sense, a pamphlet that galvanized American public opinion in the aftermath of the colonial confrontations at Lexington and Concord. The disorganized revolt against British authority was largely undecided on next steps, public opinion having failed to coalesce around capitulation to London or revolution against the British government. Paine’s argument for American independence was uncompromising. Prefiguring the Declaration of Independence that put King George III front and center in the emerging conflict, Paine wrote: “In the monarchies, the King is the Law but in America, Law is King.”

Democracy Needs The Administrative State, Gillian E. Metzger

Faculty Scholarship

In public debate, the federal bureaucracy is not typically praised for its democratic credentials. Consisting of a wide array of agencies staffed by a permanent civil service and governed by detailed regulations, the administrative state is more likely to be portrayed as a bastion of red tape and unelected power. To hear members of the Supreme Court tell it, for example, the administrative state’s “unaccountable bureaucrats” and “vast power[s]” pose a dire threat to constitutional democracy that only expanded presidential control can solve. President Trump has offered an even darker view, attacking a “deep state” of entrenched government officials as …

A Conventional Solution To Constitutional Stagnation?, David E. Pozen

Faculty Scholarship

Our charter of government is stuck. The last time the U.S. Constitution was revised was over 30 years ago, when the “fluky” and largely inconsequential Twenty-Seventh Amendment stole into the text two centuries after it was written. The last time Congress proposed an amendment was almost 50 years ago, when the District of Columbia Voting Rights Amendment was sent to its demise at the ratification stage. Although state constitutions remain far more dynamic, they too have experienced a declining rate of amendment in recent years.

International Law And Power Politics: On Koskenniemi's Perceptions Of Justice, Monica Hakimi

Faculty Scholarship

Martti Koskenniemi wrote ‘Perceptions of Justice’ against the backdrop of the 2003 Iraq War. The piece draws a stark distinction between American and European conceptions of justice – and approaches to international law. Over twenty years later, his distinction might still (or again) resonate. This retrospective analyses it in light of his other work and more contemporary events, arguing that it is a mix of misguided and confused. The United States and Europe have for decades, if not centuries, been profoundly entwined; each has significantly shaped and been shaped by its relationship with the other. The urgent question now is …

The Threat To Government Ethics, Richard Briffault

Faculty Scholarship

That was quite a week. Over seven days in mid-October:

• President Trump hosted a White House dinner for three dozen super-wealthy individuals and representatives of major corporations who pledged funds for his $300 million ballroom.
• The president commuted the sentence of former Congressman George Santos, who had served less than three months of an 87-month term for corruption, and canceled Santos’s obligation to pay restitution to his victims.
• The president fired, without providing a reason or giving the 30 days’ notice required by law, the Inspector General for the Export-Import Bank.
• We learned the president is demanding the Department of …

Inequality, Collective Power, And Democratic Renewal, Kate Andrias

Faculty Scholarship

With each passing week since this essay series commenced, American democracy has come under greater threat. Leading political scientists have concluded that the U.S. is now better described as a competitive autocracy rather than a democracy. President Trump’s recent attacks on core institutions and violations of the rule of law — from the use of violent force by ICE to the investigation of the Federal Reserve Chair and the threats involving Greenland — were unimaginable even a few months ago.

Judging Fast And Slow, Bert I. Huang

Faculty Scholarship

The federal courts serve as our first responders in conflicts over constitutional rights and the separation of powers. They are called upon to react — fast — to legal challenges to governmental actions. To avert harm before it’s too late, they may rule within weeks, days, or even hours. They have done so in recent cases about free speech, freedom of the press, election law, independent agencies, federal workers, domestic troop deployments, spending and taxation, due process, search and seizure, and more.

The trial judges and appeals courts of the federal judiciary have long been tasked with this kind of …

Ai Slop, Jessica Silbey, Woodrow Hartzog

Faculty Scholarship

The term “AI slop” has become popular to describe the output of generative AI systems seen as voluminous, low quality, or the result of little effort. When AI-generated music and videos flood platforms, they are called slop. Peer-reviewed journals and legal tribunals are drowning in low-quality and low-reliability AI slop submissions.  Employees are seen to be producing mountains of slop in their reports and communications with each other. The term has inertia and heft, and the phenomenon has significant consequences. Most of them are not good.

But the boundaries of “AI slop” and its usefulness in policy discussions are not …

Connecting Families Through Cash Transfers And An Enabling Environment In Colombia, Mexico, And The Philippines: A Qualitative Study, Johanna K P Greeson, John Gyourko, Sarah Wasch, Kristin Mallory, Lory Fehlig, Cesar Jácome, Nestor David Lara Yanes, Fátima Areli Ruiz Gutiérrez, Dennis Guamos, Adele R. Lehman

Faculty Scholarship

Nearly 700 million people worldwide live in extreme poverty, and almost half of the world’s population lives below the poverty line. Cash transfer programs are increasingly used to address poverty’s effects on family well-being, yet less is known about how families experience programs that combine cash transfers with peer-driven mutual aid. Children International’s (CI) Community Independence Initiative (CII) provides conditional cash transfers and promotes family-led goal setting, mutual support, and shared learning. This qualitative study explored how families in Colombia, Mexico, and the Philippines experienced CII and made meaning of its material and relational components. We conducted focus groups with …

Lessons Learned For The Independent Panel For Evidence For Action Against Amr From Previous International Science Panels: Stakeholder Views From The 2025 Lagos Workshop, Iruka N. Okeke, Anthony Mcdonnell, Ayodele A. Akinyele, Javier Guzman, Kevin Outterson

Faculty Scholarship

In September, 2024, the UN General Assembly assigned the Quadripartite Joint Secretariat on Antimicrobial Resistance (AMR) the task of establishing an Independent Panel for Evidence for Action against AMR (IPEA). To promote stakeholder views and input around the constitution and functioning of this Panel, which could feed into the Quadripartite Joint Secretariat’s consultation process, we independently commissioned seven papers to examine the lessons that could be learned from other high-level scientific panels. We then convened 85 stakeholders, primed with the background papers. The Workshop, held in Lagos, Nigeria in April, 2025, drew representation from around the world, particularly low-income or …

De-Centering And Re-Centering Digital Scholarship, Ten Years On, Matthew Hunter, Aaron Retteen, Micah Vandegrift

Faculty Scholarship

Ten years after the publication of a manifesto attempting to describe what digital scholarship could do for and within libraries, some of the original authors reflect on the progress of the call-to-action. This article describes areas in which the integration of digital scholarship activities as core parts of librarianship has and has not become commonplace and traces larger-scale developments in the academy and global knowledge landscape that have contributed to the accuracy of the predictions made in 2017.

Law Enforcement With Rent Dissipation, Murat C. Mungan, J. Shahar Dillbary

Faculty Scholarship

We consider a framework which brings together losses arising from rent-dissipation and the workhorse model of law enforcement. Governmental actors engage in a contest to share the proceeds from the enforcement of the law through monetary fines, which leads to rent-dissipation. This causes monetary sanctions to be costly, rendering the model used for studying nonmonetary sanctions a better fit for their analysis. The effect of rent-dissipation on optimal sanctions is directly related to the sanction elasticity of offenses measured at the classic optimum (i.e., where the expected sanction equals the direct harm from the offense). When offenses are inelastic, the …

Constitutional Drafting Processes And Constitutional Success, Adam Chilton, Murat C. Mungan, Mila Versteeg

Faculty Scholarship

Several recent constitution-making processes have been celebrated for being participatory, inclusive, and representative. However, many of these processes also failed. We theorize that aspects of these kinds of constitutional drafting processes could reduce the probability of constitutional success. To show why, we construct a “Constitution Drafting game” (CD game) in which representatives from different interest groups must draft a constitution. We consider the case where the probability of constitutional success is single peaked, but the value from successful adoption is increasing in the degree of issue protection chosen. The drafting process then leads to protection choices that are above those …

Validating Valuation: How Statistical Learning Can Cabin Expert Discretion In Valuation Disputes, Andrew C. Baker, Jonah B. Gelbach, Eric L. Talley

Faculty Scholarship

This article challenges conventional methods used in financial valuation across transactional and litigation domains. We show that conventional valuation methods allow for considerable discretion, making it possible for each side’s experts to submit dramatically varying valuations simply by choosing among facially reasonable values of parameters that must be selected to carry out conventional valuations. We use large-scale empirical simulations powered by real-world data to demonstrate the scope of such discretion. We next consider several alternatives based on data-driven machine learning approaches, and show that they offer both approximately unbiased estimates of valuation and substantially reduced variability in valuation results. Consequently, …

Socially-Minded Investors And Corporate Behavior, Merritt B. Fox, Menesh S. Patel

Faculty Scholarship

Many equity investors are concerned with the world’s worsening social and environmental problems and are losing faith in the capacity of political institutions to respond. Corporate behavior is often contributing to these problems. Some investors, at least if fully informed as to costs and benefits involved, would favor corrective changes to corporate behavior even where that would lessen their investment returns. Two important questions arise: (1) given existing law, are such willing-to-sacrifice equity investors currently affecting firm behavior; and (2) should there be legal reform that makes firms more sensitive to these willing-to-sacrifice investors’ preferences? This Article seeks to answer …

A Quantitative Content Analysis Of Media Framing Of Illegal Mining In Ghana, Ebenezer Ato Kwamena Aidoo, Patrick Ansah, Fredrick Daoyenikye, Maame Aba Afful

Faculty Scholarship

Illegal mining in Ghana has attracted considerable public and policy attention due to its far-reaching environmental, social, and health consequences. Our study examines how Ghanaian news media frame illegal mining, the tone of media coverage, and the stakeholders represented in news narratives. Using a quantitative content analysis, 800 news articles were sampled from six widely read media outlets, Daily Graphic, Ghanaian Times, TV3 Ghana, GTV, Joy FM, and Citi Newsroom. A multivariate analysis of variance (MANOVA) was employed to examine differences in framing, tone, and stakeholder representation across outlets. Findings indicate that news organizations emphasize distinct frames, resulting in varied …

Community Ai Resilience: A Five-Pillar Framework For Preparing Communities For An Ai-Transformed World, Robin D. Anderson, Nicholas A. Curtis

Faculty Scholarship

Current artificial intelligence readiness strategies focus almost exclusively on two priorities: expanding access to AI tools and developing a technical workforce. While necessary, these efforts are insufficient. AI seems likely to transform how people work and, with that, to reshape how individuals derive meaning, how families function, and how communities organize. This paper presents the Community AI Resilience Framework, a five-pillar model addressing the human systems dimensions of AI transformation: (1) Economic Resilience and Regulatory Adaptation; (2) Social Cohesion and Belonging Infrastructure; (3) Psychological Resilience and Identity Reconstruction; (4) Civic and Educational Renewal; and (5) Ecological and Leisure Commons Management. …

Trial By Fire: Disaster Justice And Lessons Learned, Clifford Villa

Faculty Scholarship

Disaster Justice reflects the intersection of environmental justice and disaster law. The study of disaster justice is becoming increasingly essential as disasters become more frequent and devastating in the face of accelerating climate change. Disaster law is marked by statutes such as the federal Stafford Act and by theory such as the “disaster cycle” of readiness, response, and recovery. Environmental justice recognizes that the distribution of harms such as bad air or water quality may be distributed inequitably among groups such as low-income populations or racial minorities. In similar fashion, the adverse impacts of disasters may also be distributed inequitably …

The Coming Privatization Of Corporate Law, Dorothy S. Lund, Eric L. Talley

Faculty Scholarship

For more than a century, American corporate law has revolved around a simple competitive premise: State governments supply corporate law while companies choose their state of incorporation, and the market rewards the state offering the best corporate law product. Delaware’s longstanding market dominance (especially for public companies) is often explained through the confluence of its unusually attractive institutional package: expert judges, extensive precedent, a specialized bar, an enabling statute, and a legislature that — at least traditionally — treats corporate law as something to be calibrated technocratically rather than politicized.

From Theory To Practice Implementing A Mission, Vision, And Values Statement To Support Change In An Academic Library Liaison Program, Patricia Fiorillo, Kristy Padron

Faculty Scholarship

Academic library liaison programs historically varied in their functions and adapted to their organizational needs and priorities. This case study examines the integration of a mission, vision, and values statement into the liaison program at Florida Atlantic University Libraries. Originating from business and organizational theories, these statements have been adopted by nonprofit organizations, including academic libraries, to guide administrative processes and services. The study highlights a re-visioning of an established liaison program during a period of transition. This fostered a shared understanding of the library’s priorities and documented its goals and objectives. This alignment was particularly crucial as Florida Atlantic …

The Contested Contingent Constitution: Plutocrats, Right-Wing Populists, And Labor Rights In The U.S., Kate Andrias

Faculty Scholarship

Constitutional labor rights have long been negligible in the United States. Now, with the ascendance of Donald Trump’s right-wing authoritarianism, even statutory labor rights are under threat. Yet there is an apparent paradox: While the Trump Administration seeks to declare the NLRB unconstitutional and has decimated federal workers’ rights, Trump’s “Make America Great Again” (MAGA) movement rose to power in part by invoking the plight of the American worker. The more populist wing of the American Right does not expressly challenge the constitutionality of labor law. Indeed, some right-wing populists urge an expansion of labor rights, emphasizing such goals as …

Beyond Ai Detection: A Pilot Study Of Integrevise And Viva-Based Verification Of Student Understanding In Ai-Mediated Assessment, James Hutson, Kyle Poyer, Kelvin Adshola Atologun

Faculty Scholarship

This article examines the Integrevise platform through a repeated cross-sectional, multicycle pilot case study of viva-based verification in AI-mediated assessment environments. Integrevise pairs a submitted written artifact with a short adaptive viva in which students explain their work, reasoning, and application in their own words. Rather than functioning as an AI detector or automated grading system, the platform operates as a diagnostic assessment layer intended to surface comprehension, authorship confidence, and disengagement risk before final grades become the only available signal. The pilot was conducted across Fall 2025 and Spring 2026 at a private liberal arts college in the Midwest; …

State Policy And Regulatory Approaches To Sustainable Aviation Fuel Across The United States, Somtochukwu Attamah, Mary Johnson, Lara Fowler, Michael D. Helbing

Faculty Scholarship

Sustainable Aviation Fuel (SAF) represents a critical lever for achieving near-term decarbonization of the aviation industry. SAF can be manufactured for “drop-in” use in existing aircraft and fueling systems, allowing manufacturers to achieve lifecycle greenhouse gas (GHG) savings relative to standard jet fuel. However, U.S. policy is still disjointed: federal incentives are accompanied by diffuse state efforts, which means uneven market-based feedback and investment risk. After outlining the federal policy context, this Article conducts a comparative analysis of SAF-related policy frameworks across the fifty states. This includes a variety of government solutions offered in the form of enacted and proposed …

Classical Liberalism And Property, Thomas W. Merrill

Faculty Scholarship

Classical liberalism is characterized by several key attributes. Its central normative criterion is the well‑being of the individual, not some aggregate like society or the nation‑state. Individuals are presumptively regarded as responsible actors, capable of judging their own best interests and accountable for their actions that interfere with the well‑being of others. Because individuals are presumptively regarded as responsible actors, there is a strong preference for imposing only minimal obligations on them through the power of the state, and these usually involve general negative duties that are universal in character, chiefly to forbear from using force or fraud to interfere …