Digital Commons Network^™

Ethical Sourcing In The Context Of Health Data Supply Chain Management: A Value Sensitive Design Approach, Camille Nebeker Edd, Ms, Ellen Wright Clayton, Et Al.

Vanderbilt Law School Faculty Publications

Abstract

Objective

The Bridge2AI program is establishing rules of practice for creating ethically sourced health data repositories to support the effective use of ML/AI in biomedical and behavioral research. Given the initially undefined nature of ethically sourced data, this work concurrently developed definitions and guidelines alongside repository creation, grounded in a practical, operational framework.

Materials and Methods

A Value Sensitive Design (VSD) approach was used to explore ethical tensions across stages of health data repository development. The conceptual investigation drew from supply chain management (SCM) processes to (1) identify actors who would interact with or be affected by the data …

Relief And Its Costs: The Need For A Congressional Response To The Aftermath Of Harrington V. Purdue Pharma, Emma Skeen

William & Mary Law Review

This Note explores the fallout of the Harrington v. Purdue Pharma decision and the uncertainty it lends to the future of bankruptcy plans and third-party releases. Specifically, it proposes potential congressional solutions that can pave a path forward for parties to seek relief for the harms they have suffered under the actions of corporations and their leaders. Part I provides background information on the use of nonconsensual third-party releases in bankruptcy cases and their controversial nature. Part II analyzes the Supreme Court’s settling of that controversy in Harrington and the bases that it relied on in doing so. Part III …

Reasoning From Injustice, Robert L. Tsai

Faculty Scholarship

In a series of lectures at Yale Law School, the Harvard political theorist Judith Shklar critiqued leading models of justice as overly abstract and lacking a realistic account of the social dynamics that perpetuate injustice. In this essay, Professor Tsai builds on Shklar’s account of injustice as a social phenomenon by offering a structural reading of key literary texts that explore the nature of legal injustice—from the Book of Job to Harriett Beecher Stowe’s Uncle Tom’s Cabin and Frederick Douglass’s The Heroic Slave. A close reading of these texts permits us to flesh out Shklar’s observations and “give injustice …

News You Need: How Many Of These Ada/Mda Practice Resources Are You Using?

The Journal of the Michigan Dental Association

This October, MDA offers updates and resources including support for human resources, ongoing education, and professional tools. Michigan was selected for the Medicaid Oral Health Workforce Implementation Learning Series to enhance access to care. The MDA launched HERM-E, an AI-powered digital assistant providing 24/7 access to resources and quick answers. Supporting chairside advocacy for community water fluoridation, the News reports that a national survey indicates 81% of Americans support or are neutral about water fluoridation. Applications are now open for the 2026 MDA LEAD Program, and nominations are being accepted for MDA awards and leadership positions. The News column further …

Masthead - Cardozo Arts & Entertainment Law Journal, Vol. 32 (2025-26)

Cardozo Journal of Equal Rights & Social Justice

No abstract provided.

Burying Weapons Under The White Pine Tree: Reducing Nuclear Weapons And Using The Monetary Savings To Compensate Native Peoples Injured By The U.S. Nuclear Weapons Complex, William Y. Chin

Cardozo Journal of Equal Rights & Social Justice

No abstract provided.

Can The Free Speech Clause Protect Transgender Expression From The Trump Administration?, Daniel Cooper

Cardozo Journal of Equal Rights & Social Justice

This Article explores how the Free Speech Clause can provide protection to speakers implicated by the Trump administration's executive orders restricting gender-related speech. Part I will provide an overview of how the Trump administration has directed executive authority to stifle gender-non-conforming identity and expression, how those efforts fit within the larger context of right-wing efforts to marginalize transgender people, and why the Equal Protection Clause of the Fourteenth Amendment to the United States Constitution is not currently a useful tool for the protection of trans rights. Part II will examine efforts to regulate government employees' pronoun usage, focusing on whether …

The Weight Of Stigma, Rebekah A. King, Michael S. Sinha

Cardozo Journal of Equal Rights & Social Justice

Many health care providers, both implicitly and explicitly, perpetuate stigma in their treatment of patients classified as obese. While medical professionals understand that a one-size-fits-all approach to treatment is ineffective, patients classified as obese are frequently offered limited treatment options that fail to account for their unique needs. Access to a range of effective treatment options has historically been limited, but new GLP-1 receptor agonist medicines like Wegovy (semaglutide) and Zepbound (tirzepatide), have shown incredible promise in addressing the obesity crisis. Unfortunately, these transformative drugs are costly, in high demand, and not widely covered by insurance, rendering them inaccessible for …

Bridging The Rural Telehealth Divide, Deborah Farringer

Law Faculty Scholarship

This article examines the historical development, regulatory landscape, and post-pandemic future of telehealth in the United States, with a particular focus on its original purpose: improving access to care for rural populations. Although Congress first authorized Medicare reimbursement for telehealth in 1997 to alleviate rural health disparities, federal and state regulatory frameworks—especially restrictions on originating sites, licensure rules, and HIPAA-driven technology requirements—significantly limited adoption for more than two decades. The COVID-19 public health emergency triggered sweeping temporary waivers that removed geographic limitations, permitted the use of common communication technologies, liberalized supervision and prescribing rules, and allowed audio-only encounters. These changes …

The Evolution Of The Second Amendment And The American Gun Violence Epidemic: A Historical Analysis Of Political Self-Sabotage, Amanda Tureaud

Senior Theses

From the conception of the Bill of Rights until the 21st century, the Second Amendment was read and understood by the American population, both ordinary citizens and government officials, branches, and agencies inclusively, to allow the nation to have an armed military but not for private citizens to own and/or carry firearms. Since 2008, however, the Second Amendment has been interpreted as an absolute freedom for private citizens to own and carry semiautomatic assault weapons in the name of personal protection. This thesis holds that the evolution of society’s attitude on guns and gun control is specifically denoted by the …

Richmond Law Magazine: Autumn 2025

Richmond Law Magazine

Danielle Stokes and the energy discussion

Beyond the page

The mentorship web

Misuse Of Financial Services For The Sexual Exploitation Of Children: A Socio-Legal Study In Indonesia, Ahmad Sofian

The Indonesian Journal of Socio-Legal Studies

This paper discusses children in the online space who are entrapped in interactions across various social media applications and digital platforms and became victims of sexual exploitation practices and how this sexual exploitation is facilitated by the availability of diverse financial service providers that allow for transactions between perpetrators and victims as well as distributors and producers. In view of ongoing efforts by the Indonesian government to formulate more relevant and effective regulations for child protection, this study is crucial for our understanding of the realities of sexual exploitation in the context of children’s use of social media and may …

Legal Protections For Gig Workers: A Comparative Socio-Legal Study Of Indonesia And India, Vidisha Shekhawat, Pranjal Khare

The Indonesian Journal of Socio-Legal Studies

The platform economy has transformed the lines of labour in the last few years across both developed and developing countries. In the case of other countries, such as Indonesia and India, where informal employment has been a long-standing characteristic of the labour force, the rise of digital platforms, including Gojek, Grab, Swiggy, and Zomato, has added another layer of complexity to already existing labour issues. These services provide flexibility and earning potential, albeit in exchange for social safety nets and work rights. This paper undertakes a doctrinal and comparative socio-legal study to observe the way the legal jurisdictions of Indonesia …

Beyond Democracy: How A Free Press Supports The Rule Of Law, Erin C. Carroll

Cardozo Law Review

Widespread agreement has existed for centuries that a free press is essential to democracy. But legal scholars have spent almost no effort thinking about why else we might need a free press. This article attempts to widen the aperture. It argues that as the free press is essential to democracy, it is just as essential to a separate value: the rule of law. Recognizing and investigating the connections between the free press and the rule of law is essential right now. It can help us discern how the press can create friction against the erosion of both rule of law …

Venturing Into Health, Rachel E. Sachs

Fordham Law Review

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

When The Screen Lies: Navigating Privacy And Publicity In An Ai World, Nancy M. Menagh

Fordham Law Review

A key issue of the 2023 SAG-AFTRA strike was the use of generative AI in the entertainment industry and, more specifically, the creation of uncanny digital replicas of performers being used without their knowledge or consent. Since then, concerns have only intensified around the unauthorized creation and use of digital replicas and the ease with which they can be made and disseminated online. Currently, there is a patchwork of state laws that attempt to target these issues, but they have proven ineffective against the challenges presented by digital replicas.

This Note analyzes the problems digital replicas have raised in the …

Are Your Secrets Safe?: Imposing A Fiduciary Duty On Healthcare Ai Developers Dealing With Sensitive Health Information, Lauren Quinn

Fordham Law Review

In 1996, Congress passed the Health Insurance Portability and Accountability Act (HIPAA) to establish standards for transmitting health information. For decades, the HIPAA Privacy Rule has operated as the primary regulation protecting health information in the United States. However, in the decades since HIPAA was enacted, new technologies have demonstrated the shortcomings of the Privacy Rule. In particular, the development of healthcare artificial intelligence (AI) has created new privacy concerns and exacerbated existing ones. This Note examines the current healthcare privacy framework in the United States and considers how healthcare AI complicates it. This Note also explores how AI developers …

Caremark's Politics, Itai Fiegenbaum

Cardozo Law Review

What propels the evolution of Delaware corporate law? In a series of persuasive articles, Professor Mark Roe explains Delaware corporate law developments as an effort to preempt federal intervention. If public outrage over corporate governance failures reaches Congress, federal lawmakers may impose reforms that undercut Delaware’s prominence and ultimately harm those that benefit from the prestige and lucre that come with it. To avoid this, Delaware courts strategically adjust doctrines to appear vigilant in protecting investors. Delaware’s adjudication of director oversight failures aligns with this account. In re Caremark, the seminal case renowned for its declaration of a proactive board-level …

“Contains: Gluten” And “Gluten Free”; Fda, It’S A No-Grainer!, Elizabeth Bulat

Cardozo Law Review

Reading food, drug, and cosmetic labels is a frequent practice for all individuals with allergies. However, unlike those who are allergic to peanuts, dairy, or another major food allergen, individuals with celiac disease (“celiac consumers”) are not offered a bold, capitalized statement clearly identifying the allergen they seek to avoid. Instead, celiac consumers are tasked with studying a list of ingredients and relying on their own ability to catch any sources of gluten. This Note considers the authority provided by Congress to the Federal Food and Drug Administration (FDA) to remedy this rash regime. Then, this Note proposes that the …

Civil Liability For Invasions Of Privacy: Whither Singapore?, Yu Han Lam

Research Collection Yong Pung How School Of Law

Intrusions upon privacy are becoming increasingly common in Singapore. Singapore has yet to establish a tort addressing this issue, although the SAL Law Reform Committee has proposed a tort of misuse of private information. Australia has also recently introduced a statutory tort of serious invasion of privacy. This article will argue for the need for a Singapore tort of intrusion upon seclusion, on top of the already proposed tort of misuse of private information, to cover more appropriately instances of intrusions upon privacy.

The Advocate (Fall 2025), Lewis & Clark Law School

The Advocate

No abstract provided.

Dignity And Deepfakes, Michael Goodyear

Articles & Chapters

Today, we face a dangerous technosocial combination: AI-generated deepfakes and the Internet. Believable and accessible, these deepfakes have already spread sex, lies, and false advertisements across the Internet and targeted everyone from Taylor Swift to middle school students. Dissemination of deepfakes inflicts multifarious dignitary harms against their victims—especially women and LGBTQ+ persons—stripping them of control over their own identities, harming their reputations, and ostracizing them from society through shame.

Yet this is not the first time a new technology for capturing one’s likeness and a method for disseminating images threatened individuals’ dignity. In the late nineteenth century, the right of …

Common Law Notice-And-Takedown, Michael Goodyear

Articles & Chapters

Platform liability is a complex landscape under U.S. law. The immunity for users’ torts provided by Section 230 of the Communications Decency Act has understandably garnered the most attention. In addition, many intellectual property law scholars have also examined the requirements of the Digital Millennium Copyright Act (“DMCA”), which provides safe harbors for users’ copyright infringements. The DMCA enumerates a long series of requirements that online platforms must satisfy to be immunized for their users’ infringements, including a notice-and-takedown regime, a repeat infringer policy, and a prohibition on having the right and ability to control and a direct financial benefit. …

Law Enforcement, Reproductive Health Information, And The Hipaa Privacy Rule, Stacey A. Tovino

Faculty Articles

On April 26, 2024, the federal Department of Health and Human Services (HHS) promulgated a final rule (Final Rule) amending the Health Insurance Portability and Accountability Act (HIPAA) Privacy Rule. The Final Rule prohibits HIPAA covered entities and business associates from using and disclosing protected health information (PHI) to conduct criminal, civil, or administrative investigations into an individual for the mere act of seeking, obtaining, providing, or facilitating lawful reproductive health care. The Final Rule also prohibits HIPAA covered entities and business associates from using and disclosing PHI to impose criminal, civil, and administrative liability on any individual, or to …

Governance In The Absence Of Government, Tracy Hresko Pearl

Faculty Articles

Artificial intelligence (AI) is advancing at an unprecedented pace, with generative systems exerting growing influence over social, economic, and political life. While Al offers opportunities for innovation and efficiency, it also poses risks ranging from misinformation and job displacement to existential threats if highly autonomous systems evade human control. Across industry, government, and civil society, there is broad consensus that Al requires oversight.

Yet traditional U.S. regulatory approaches face six significant barriers: (1) technology outpacing legislation, (2) limited Al expertise among policymakers, (3) regulatory capture, (4) political gridlock, (5) outdated governance structures, and (6) the inherent complexity of Al. Combined …

Contempt Power In The Province Of Maryland, Joshua T. Carback

University of Baltimore Law Forum

No abstract provided.

Portfolio And Appendix Chris M. Larson, Chris M. Larson

Graduate Student Portfolios, Professional Papers, and Capstone Projects

Abstract:

This is a collection of assignments and reflections of my work throughout the course of the Masters in Social Work program at the University of Montana. Included are assignments reflecting on the Indian Child Welfare Act, housing, barriers to care for Non-White and female veterans within the VA clinic, the quality of care in nursing homes, American Drug policy, confidentiality in the YWCA, training on interventions based on Cognitive Behavioral Therapy, cost benefit analysis of in home care programs, and a proposal for my practicum site Missoula Aging Services. It has reflections on the five elements of advanced practice, …

Legal Models For Public-Private City Greening Partnerships, Daniel J. Metzger

Sabin Center for Climate Change Law

Cities are significantly hotter than their surrounding areas. That difference, known as the “urban heat island” effect, is driven in significant part by the dark-colored buildings, sidewalks, roadways, and similar surfaces that dominate urban spaces, absorbing solar energy and later radiating it outward as thermal energy that heats the nearby air. This Comment suggests and describes one avenue through which cities and local community-based organizations (CBOs) could tackle extreme heat: partnering with one another to transform paved surfaces into green or reflective ones. Partnerships of this kind could combine the resources and desire to create green spaces that nongovernmental groups …

Safe Sex In The Age Of Big Tech Feminism, Brenda Dvoskin, Thomas E. Kadri

Articles

Lawmakers and technology companies are regulating online sexuality in the name of feminism. Whereas libertarian ideals dominated early debates about internet governance, "safety" has become the rallying cry to regulate online activity in the age of Big Tech. Legislators across the political spectrum and companies around the world are devising interventions meant to keep people - and especially women safe from the risks of online sexuality. Through law and technology, they target everything from privacy invasions to unwanted messages to sexual deepfakes. We call this regulatory and ideological trend Big Tech feminism.

This Article interrogates the feminist strands animating Big …

Defining The Field Of Law And Macroeconomics: A Framework From International Monetary Law, Nikita Aggarwal, Adam Feibelman

Articles

This Article proposes an analytical framework for defining the contours of the emerging field of law and macroeconomics drawing on the International Monetary Fund's principle of "macro-criticality." Such a framework can help steer scholarly debate toward a clearer understanding of the relationship between law and the economy and inform policymaking within that domain. In its native context, the macro-criticality principle limits the IMF's jurisdiction to policy areas that are critical for member countries' domestic and external stability. The IMF's approach distinguishes between a core set of macrocritical policies and other non-core policies that are contextually macrocritical. Over time, the IMF …