Civil Rights and Discrimination Commons^™

Revisioning Algorithms As A Black Feminist Project, Ngozi Okidegbe

Faculty Scholarship

We live in an age of predictive algorithms.¹ Jurisdictions across the country are utilizing algorithms to make or influence life-altering decisions in a host of governmental decision-making processes—criminal justice, education, and social assistance to name a few.² One justification given for this algorithmic turn concerns redressing historical and current inequalities within governmental decision-making.³ The hope is that the predictions produced by these predictive systems can correct this problem by providing decision-makers with the information needed to make fairer, more accurate, and consistent decisions.⁴ For instance, jurisdictions claim that their turn to risk assessment algorithms in bail, …

Corporate Racial Responsibility, Gina-Gail S. Fletcher, H. Timothy Lovelace Jr.

Faculty Scholarship

The 2020 mass protests in response to the deaths of George Floyd and Breonna Taylor had a significant impact on American corporations. Several large public companies pledged an estimated $50 billion to advancing racial equity and committed to various initiatives to internally improve diversity, equity, and inclusion. While many applauded corporations’ willingness to engage with racial issues, some considered it further evidence of corporate capitulation to extreme progressivism at shareholders’ expense. Others, while thinking corporate engagement was long overdue, critiqued corporate commitment as insincere.

Drawing on historical evidence surrounding the passage of Title II of the Civil Rights Act of …

Reflections On Race, The Constitution, And Growing Up In The Segregated South, Walter Dellinger

Faculty Scholarship

The following passages are excerpted from the manuscript entitled Balcony Reserved for White Spectators that Walter Dellinger was writing at the time of his death in February 2022. These particular excerpts were chosen first and foremost because they demonstrate Dellinger’s unwavering and lifelong commitment to the pursuit of racial justice. But they were also chosen because they illustrate the array of talents that Dellinger brought to his work—his encyclopedic knowledge of constitutional history, his powers of legal analysis and persuasion, his attunement to the latent meanings in popular culture, and last, but certainly not least, his spellbinding storytelling.

Note: The …

What’S Going On? Diversity, Equity, And Inclusion Dispute Resolution Initiatives In The U.S., Robyn Weinstein

Articles

Over the course of my career, I have worked for and managed community dispute resolution centers, overseen a court-annexed dispute resolution program, and run a law school mediation clinic (my current position). In each post, I have been in a position of power over a different "gateway" or entry point into the field of dispute resolution. In these roles, and especially in my work overseeing a court-annexed ADR program, I became increasingly aware of who applied (and did not apply); who was appointed (and was not appointed); and who was selected (and not selected) for work as a mediator and …

Overturning Race-Conscious Admissions: Analyzing The History Of Higher Education Affirmative Acton Legal Discourse And Preserving Whiteness, Hiba A. Qari

Graduate Theses, Dissertations, and Problem Reports (ETD)

Although researchers have investigated Affirmative Action, few have attempted to understand and explain the language mechanisms shaping public opinion and policy. The purpose of this study was to explore the historical context of higher education Affirmative Action legal discourse. This study employed Critical Discourse Analysis and Critical Race Theory to analyze how language and race, as social constructs, maintain White dominance in law and higher education. The thematic concepts included power, White normativity, and diversity rhetoric. This project explored the historical evolution of the U.S. Supreme Court’s decisions on Affirmative Action policy in higher education. The study also investigated the …

Narrow But Deep: The Mcculloch Principle, Collective-Action Theory, And Section Three Enforcement, Neil S. Siegel

Faculty Scholarship

In Trump v. Anderson, 144 S. Ct. 662 (2024), the Supreme Court of the United States held that the Colorado Supreme Court erred in excluding President Donald J. Trump from the Republican Party's primary ballot in the state.  The Court reasoned that the Constitution makes Congress, not the states, solely responsible for enforcing Section 3 of the Fourteenth Amendment.  Scholars of Section 3 have demonstrated that Section 3 is self-executing, so the Court's rationale lacks a sound basis in the original or contemporary meaning of the text of the Civil War Amendments, the original intent of their drafters, or …

The Tragic Costs Of ‘Protecting’ Trans Youth, Kimberly Jade Norwood, Jaimie Hileman

Scholarship@WashULaw

In the past few decades, our nation has made substantial progress on the rights of LGBTQ+ people. The legalization of gay marriage in Obergefell v. Hodges in 2015 was transformative for our nation. Just five years later, another huge victory was scored in Bostock v. Clayton County, Georgia, when the U.S. Supreme Court ruled that Title VII of the Civil Rights Act of 1964 protected gay and transgender people.

With every gain, backlash often follows. Three years after Bostock, a tsunami of anti-LGBTQ+ bills, and more specifically, anti-Trans bills, littered the nation. Hundreds of bills have been filed since Bostock, …

Rethinking Antebellum Bankruptcy, Rafael I. Pardo

Scholarship@WashULaw

Bankruptcy law has been repeatedly reinvented over time in response to changing circumstances. The Bankruptcy Act of 1841—passed by Congress to address the financial ruin caused by the Panic of 1837—constituted a revolutionary break from its immediate predecessor, the Bankruptcy Act of 1800, which was the nation’s first bankruptcy statute. Although Congress repealed the 1841 Act in 1843, the legislation lasted significantly longer than recognized by scholars. The repeal legislation permitted pending bankruptcy cases to be finally resolved pursuant to the Act’s terms. Because debtors flooded the judicially understaffed 1841 Act system with over 46,000 cases, the Act’s administration continued …

Limitations Of The “Four-Fifths Rule” And Statistical Parity Tests For Measuring Fairness, Pauline Kim, Manish Raghavan

Scholarship@WashULaw

To ensure the fairness of algorithmic decision systems, such as employment selection tools, computer scientists and practitioners often refer to the so-called “four-fifths rule” as a measure of a tool’s compliance with anti-discrimination law. This reliance is problematic because the “rule” is in fact not a legal rule for establishing discrimination, and it offers a crude test that will often be over- and under-inclusive in identifying practices that warrant further scrutiny. The “four-fifths rule” is one of a broader class of statistical tests, which we call Statistical Parity Tests (SPTs), that compare selection rates across demographic groups. While some SPTs …

Police Diversity Theory, Trevor George Gardner

Scholarship@WashULaw

In light of both the tragic death of Tyre Nichols in Memphis at the hands of Black police officers and the mixed results of studies of Black same-race policing, this Article proposes a conceptual framework by which to better understand the utility of police diversity. The framework maps the relational possibilities among three factors: (i) the Black officer’s approach to same-race policing; (ii) the Black officer’s performance in the context of same-race policing; and (iii) the policing priorities of the Black communities the Black officer is taken to represent.

Responsive to the conceptual framework for police diversity theory, the Article …

Less Discriminatory Algorithms, Pauline Kim, Emily Black, John Logan Koepke, Solon Barocas, Mingwei Hsu

Scholarship@WashULaw

Entities that use algorithmic systems in traditional civil rights domains like housing, employment, and credit should have a duty to search for and implement less discriminatory algorithms (LDAs). Why? Work in computer science has established that, contrary to conventional wisdom, for a given prediction problem there are almost always multiple possible models with equivalent performance—a phenomenon termed model multiplicity. Critically for our purposes, different models of equivalent performance can produce different predictions for the same individual, and, in aggregate, exhibit different levels of impacts across demographic groups. As a result, when an algorithmic system displays a disparate impact, model multiplicity …

Redistributing Justice, Benjamin Levin, Kate Levine

Scholarship@WashULaw

This article surfaces an obstacle to decarceration hiding in plain sight: progressives’ continued support for the carceral system. Despite increasingly prevalent critiques of criminal law from progressives, there hardly is a consensus on the left in opposition to the carceral state. Many left-leaning academics and activists who may critique the criminal system writ large remain enthusiastic about criminal law in certain areas—often areas where defendants are imagined as powerful and victims as particularly vulnerable. In this article, we offer a novel theory for what animates the seemingly conflicted attitude among progressives toward criminal punishment—the hope that the criminal system can …

The Riddle Of Race-Based Redistricting, Travis Crum

Scholarship@WashULaw

The Supreme Court has adopted divergent interpretations of the Equal Protection Clause as applied to race and redistricting. Vote dilution doctrine requires mapmakers to consider race to ensure that racial minorities are not packed or cracked. Congress, moreover, has embraced vote dilution doctrine in Section 2 of the Voting Rights Act. By contrast, racial gerrymandering doctrine triggers strict scrutiny if mapmakers subordinate traditional redistricting principles to race, thereby threatening Section 2’s constitutionality.

To resolve this doctrinal riddle, this Essay examines whether, as originally understood, the Fourteenth or Fifteenth Amendment governed the use of race during redistricting. The Equal Protection Clause …

Toward Equal Access: A Model For Lay Advocacy Programs Serving People Who Are Deaf Or Hard Of Hearing, Melissa Bell

JADARA

Advocacy programs are prevalent among state government agencies that specialize in serving persons who are deaf or hard of hearing around the United States. The work is crucial to ensuring equal access and equal opportunity, yet the lay advocacy profession is not yet formalized with certification, ethical standards, or training programs for advocates serving this population. Research was conducted to advance efforts to maximize these programs’ effectiveness by compiling components of an ideal model for lay advocacy programs. Directors from state agencies that specialize in serving this population around the country refined the model and described the structure of their …

Voting Under The Federal Constitution, Travis Crum

Scholarship@WashULaw

There is no explicit, affirmative right to vote in the federal Constitution. At the Founding, States had total discretion to choose their electorate. Although that electorate was the most democratic in history, the franchise was largely limited to property-owning White men. Over the course of two centuries, the United States democratized, albeit in fits and starts. The right to vote was often expanded in response to wartime service and mobilization.

A series of constitutional amendments prohibited discrimination in voting on account of race (Fifteenth), sex (Nineteenth), inability to pay a poll tax (Twenty-Fourth), and age (Twenty-Sixth). These amendments were worded …

Amended Brief Of Amici Curiae Freedom Project, Civil Survival, Fred T. Korematsu Center For Law And Equity, King County Department Of Public Defense, And Washington Association Of Criminal Defense Lawyers In Support Of Petitioner, Jessica Levin, Melissa Lee, Robert S. Chang, Prachi Dave, Ronald A. Peterson Law Clinic, Katherine Hurley, Brian Flaherty, Mark Middaugh

Center for Civil Rights and Critical Justice Advocacy

No abstract provided.

Code And Prejudice: Regulating Discriminatory Algorithms, Bernadette M. Coyle

Washington and Lee Law Review Online

In an era dominated by efficiency-driven technology, algorithms have seamlessly integrated into every facet of daily life, wielding significant influence over decisions that impact individuals and society at large. Algorithms are deliberately portrayed as impartial and automated in order to maintain their legitimacy. However, this illusion crumbles under scrutiny, revealing the inherent biases and discriminatory tendencies embedded in ostensibly unbiased algorithms. This Note delves into the pervasive issues of discriminatory algorithms, focusing on three key areas of life opportunities: housing, employment, and voting rights. This Note systematically addresses the multifaceted issues arising from discriminatory algorithms, showcasing real-world instances of algorithmic …

’Tis The Season: Tale Of The Three Unwise Women, Jethro K. Lieberman

Other Publications

No abstract provided.

Vega V. Tekoh And The Erosion Of Miranda: A Reframing Of Miranda As A Procedural Due Process Requirement, Tess A. Chaffee

University of Cincinnati Law Review

No abstract provided.

Section 230 As Civil Rights Statute, Enrique Armijo

University of Cincinnati Law Review

Many of our most pressing discussions about justice, progress, and civil rights have moved online. Activists advocating for social change no longer need to be in the same physical space to connect with others who share their challenges and aspirations. But the convergence of mobility, connectivity, and technology is not the only reason why. Thanks to Section 230 of the Communications Decency Act’s (“Section 230”) immunity for online platforms, websites, and their hosts, speakers can engage in speech about protest, equality, and dissent without fear of collateral censorship from governments, authorities, and others in power who hope to silence them. …