Law Commons^™

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 …

Aequitas: Seeking Equilibrium In Title Ix, Raymond Trent Cromartie

Sturm College of Law: Faculty Scholarship

Over the past two decades, the scope of Title IX has expanded drastically and now includes the investigation and adjudication of sexual misconduct cases through campus tribunals. Beginning in 2011, the Obama Administration, through a “Dear Colleague Letter” and subsequent guidance, initiated this process by establishing guidelines that required schools to develop and implement policies and procedures for the handling of sexual misconduct cases. Following the publication of the Obama-era guidance, schools scrambled to ensure compliance with the federal guidance, which led to a myriad of applications by universities. Unfortunately, the fallout from the 2011 guidance was widespread litigation initiated …

Religious Liberty, Discriminatory Intent, And The Conservative Constitution, Luke Boso

Utah Law Review

The Supreme Court shocked the world at the end of its 2021–22 term by issuing landmark decisions ending constitutional protection for abortion rights, expanding gun rights, and weakening what remained of the wall between church and state. One thread uniting these cases that captured the public’s attention is the rhetoric common of originalism—a backwards-looking theory of constitutional interpretation focused on founding-era meaning and intent. This Article identifies the discriminatory intent doctrine as another powerful tool the Court is using to protect the social norms and hierarchies of a bygone era, and to build a conservative Constitution.

Discriminatory intent rose to …

Trauma-Informed Policing: The Impact Of Adult And Childhood Trauma On Law Enforcement Officers, André Douglas Pond Cummings, Todd J. Clark, Caleb Gregory Conrad, Honorable Amy Dunn Johnson

Faculty Scholarship

For every six months that a police officer serves in the line of duty, he or she is likely to experience an average of three traumatic events. Such events may include fatal accidents, murders, suicides, and active threats to the life of the officer or someone else. Given the wealth of available data on how trauma reorganizes the nervous system to respond to everyday stimuli as threatening, this is an area that cries for critical exploration, especially in light of the frequency with which unarmed Black civilians are killed at the hands of officers who often make split-second decisions to …

Education And Democracy From Brown To Plyler, Nicholas Espíritu

St. John's Law Review

(Excerpt)

Judicial review has often been cast in terms of democratic legitimacy. Democratic legitimacy is often linked to whether it institutes the will of the people through majoritarian rule and whether it creates processes for reevaluation of these prior decisions by newly constituted majorities. Judicial review of majoritarian decisions has often been criticized as a overriding or circumventing of these democratic processes. Beginning with Brown v. Board of Education, the Warren Court adopted a resolution of the “counter-majoritarian difficulty” of judicial review by tacitly accepting Justice Stone’s formulation from footnote four of United States v. Carolene Products and engaging …

The Most Important Law You’Ve Never Heard Of: Section 1981 And Its Potential Social Justice Issues, Isaac Hampton Verhelst

The Reporter: Social Justice Law Center Magazine

No abstract provided.

Title Ix And "Menstruation Or Related Conditions", Marcy L. Karin, Naomi Cahn, Elizabeth B. Cooper, Bridget J. Crawford, Margaret E. Johnson, Emily Gold Waldman

Michigan Journal of Gender & Law

Title IX of the Education Amendments Act of 1972 (“Title IX”) prohibits sex discrimination in educational programs or activities receiving federal financial assistance. Neither the statute nor its implementing regulations explicitly define “sex” to include discrimination on the basis of menstruation or related conditions such as perimenopause and menopause. This textual absence has caused confusion over whether Title IX must be interpreted to protect students and other community members from all types of sex-based discrimination. It also calls into question the law’s ability to break down systemic sex-based barriers related to menstruation in educational spaces. Absent an interpretation that there …

Proving Intra-Racial Discrimination In The U.S. And Canada: The Room For Making The Artificial Distinction Between Genealogical Relatedness And Race, Martin Kwan

University of Miami Inter-American Law Review

This article takes the role of the Devil’s advocate in order to question the judicial willingness to distinguish “race” from comparable notions. It suggests that, depending on the exact circumstances, a defendant can make an arguable case that the alleged intra–racial discrimination is motivated by perceived genealogical relatedness, but not because of belonging to the same “race.” Factually, the defendant claims to believe in being remotely genealogically related to the plaintiff. This is not unworthy of credence, because it is academically recognized that modern genealogy and root tracing can be an imaginative, forged exercise. Legally, this argument is supportable because …

“You Don’T Bring Me Flowers Anymore”: President Clinton, Paula Jones, And Why Courts Should Expand The Definition Of “Adverse Employment Action” Under Title Vii’S Anti-Retaliation Provision, Lawrence Rosenthal

St. John's Law Review

(Excerpt)

Anti-discrimination statutes such as Title VII of the Civil Rights Act of 1964 (“Title VII”), the Americans with Disabilities Act (“ADA”), and the Age Discrimination in Employment Act (“ADEA”) prohibit discrimination based on individuals’ protected characteristics. In addition to prohibiting this type of status-based discrimination, these statutes also prohibit employers from retaliating against employees who assert their rights under the statutes or who assist others in asserting their rights.

Over the past several years, retaliation charges filed with the Equal Employment Opportunity Commission (“EEOC”) have made up an increasingly high percentage of all charges filed with the agency. Specifically, …

When Claims Collide: Students For Fair Admissions V. Harvard And The Meaning Of Discrimination, Cara Mcclellan

All Faculty Scholarship

This term, the Supreme Court will decide Students for Fair Admissions v. President and Fellows of Harvard College (SFFA v. Harvard), a challenge to Harvard College’s race-conscious admissions program. While litigation challenging the use of race in higher education admissions spans over five decades, previous attacks on race-conscious admissions systems were brought by white plaintiffs alleging “reverse discrimination” based on the theory that a university discriminated against them by assigning a plus factor to underrepresented minority applicants. SFFA v. Harvard is distinct from these cases because the plaintiff organization, SFFA, brought a claim alleging that Harvard engages in intentional discrimination …

Testimonios Of Latinas In The Federal Government Senior Executive Service: Honoring Women Who Excel In Public Service, Amarylis Lopez

Theses & Dissertations

The Senior Executive Service (SES) is the highest tier of executive management and leadership in the federal government. The Latino/a population has significantly increased in the past three decades with no corresponding increase in the federal workforce and the number of Latinos/as serving in the SES remains low. As Latinos/as in the SES are largely underrepresented, their ability to influence federal policies is significantly undermined. The purpose of this study is to explore the testimonios (testimonies) of Latinas in the SES to better understand their experiences while navigating entry into the SES and maintaining their respective positions.

This study used …

(A)Woke Workplaces, Michael Z. Green

Faculty Scholarship

With heightened expectations for a reckoning in response to the broad support for the Black Lives Matter movement after the senseless murder of George Floyd in 2020, employers explored many options to improve racial understanding through discussions with workers. In rejecting any notions of the existence of structural or systemic discrimination, let alone the need to address the consequences of such discrimination, certain groups have begun to oppose BLM by seeking to diminish any social justice actions. One of those key resistance efforts includes labelling in pejorative terms any employers that pursue anti-racism objectives via social justice statements or internal …

Shooting To Minimize Gender Discrimination As An Unintended Consequence Of Title Ix, Alexa Potts

Dickinson Law Review (2017-Present)

Title IX is a federal law prohibiting sex-based discrimination in any education program or activity that receives federal funding. Congress initially passed Title IX out of concern for sexbased equality in academia. However, Title IX has had significant impacts on athletics, resulting in increased athletic opportunities for females. To be Title IX compliant, institutions must provide equality in athletic participation for both sexes. The Office of Civil Rights provided a three-part test to measure equality in athletic participation. Institutions must satisfy at least one of the three prongs to meet Title IX requirements as they pertain to equality in athletic …

Using A “Bystander Bounty” To Encourage The Reporting Of Workplace Sexual Harassment, Jessica K. Fink

Faculty Scholarship

Sexual harassment has become a fact of the modern workplace – something that society laments and regrets, but that rarely shocks the conscience when it comes to light. In fact, both the least and most surprising aspect about workplace sexual harassment is the number of individuals who are aware of it occurring: For every Harvey Weinstein, Matt Lauer, and Louis CK, there have been countless observers who knew about their depravity and who did nothing to stop their behavior. In this way, one obvious approach for reducing harassment at work seems clearly to involve mobilizing these bystanders – encouraging those …

Climate Discrimination, Duane Rudolph

Catholic University Law Review

This Article focuses on the coming legal plight of workers in the United States, who will likely face discrimination as they search for work outside their home states. The Article takes for granted that climate change will have forced those workers across state and international boundaries, a reality dramatically witnessed in the United States during the Dust Bowl of the 1930s. During that environmental emergency (and the devastation it wrought), workers were forced across boundaries only to be violently discriminated against upon arrival in their new domiciles. Such discrimination is likely to recur, and it will threaten the livelihoods of …

A Road To Resolution For Federal Whistleblowers' Mixed Case Claims, Devin Redding

West Virginia Law Review

Since the birth of the United States, whistleblowers have held our nation’s government accountable for illegal, fraudulent, and harmful behavior. The triumphs and failures of whistleblowers are deeply entwined with our nation’s struggle for independence, civil rights, and economic freedom. Nevertheless, employees who bravely expose misdeeds at all levels of our federal government are often bullied and discriminated against on the basis of sex, gender, age, disability, and more. In recent decades, and despite improved whistleblower protections, federal whistleblowers increasingly suffer from adverse employment actions and discrimination as reprisal for their disclosures. Employees looking toward our administrative law systems and …

2023 Champions For Justice 1-27-2023, Roger Williams University School Of Law

School of Law Conferences, Lectures & Events

No abstract provided.

How To Get Away With Discrimination: The Use Of Algorithms To Discriminate In The Internet Entertainment Industry, Sumra Wahid

American University Journal of Gender, Social Policy & the Law

In July 2021, Ziggi Tyler posted a video on TikTok, a popular video sharing platform, where he expressed his frustration with being a Black content creator on TikTok. The video showed Ziggi typing phrases such as “Black Lives Matter” or “Black success” into his Marketplace creator bio, which the app would immediately flag as inappropriate content. However, when Ziggi replaced those words with “white supremacy” or “white success,” no inappropriateness warning appeared. Although a TikTok spokesperson responded to the video clarifying that the app had mistakenly flagged phrases without considering word order, Ziggi refused to let an algorithm absolve TikTok …

Deeply Rooted Or Deeply Flawed? A Constitutional Criticism Of Dobbs And Roe's Potential Resurrection, Julian Whitley

American University Journal of Gender, Social Policy & the Law

Abortion has been a divisive issue in this country for decades. Some believe that abortion should be illegal under any circumstance, others believe that abortion under certain circumstances should be legal, and still others believe that abortion should be legal in all circumstances. The issue of abortion was initially decided by the Court in 1973 under Roe v. Wade, where the Court devised a trimester approach.

Defining Disparate Treatment: A Research Agenda For Our Times, Deborah Hellman

Indiana Law Journal

Both statutory and constitutional laws prohibiting discrimination forbid actions taken on the basis of certain traits. But rarely are those traits specifically defined. As a result, courts fill in these definitions and do so with consequential results. The boundaries they draw often determine whether or not a law, policy, or action constitutes disparate treatment on the basis of a legally protected trait. As disparate treatment calls for a significantly heavier burden of justification than does disparate impact, the key move putting laws, policies, and the acts of individuals into one category or the other happens in this definitional step.

Defining …

Understanding An American Paradox: An Overview Of The Racial Muslim: When Racism Quashes Religious Freedom, Spearit

Articles

In The Racial Muslim: When Racism Quashes Religious Freedom, Sahar Aziz unveils a mechanism that perpetuates the persecution of religion. While the book’s title suggests a problem that engulfs Muslims, it is not a new problem, but instead a recurring theme in American history. Aziz constructs a model that demonstrates how racialization of a religious group imposes racial characteristics on that group, imbuing it with racial stereotypes that effectively treat the group as a racial rather than religious group deserving of religious liberty.

In identifying a racialization process that effectively veils religious discrimination, Aziz’s book points to several important …

Promoting Change In The Face Of Retrenchment, Marcia Mccormick

FIU Law Review

This article delves into the challenges of teaching antidiscrimination law and the complexities students face in reconciling legal doctrines with their expectations of justice. It explores the persistent inequalities embedded in wage gaps, labor market segregation, and more, highlighting the transformative potential of addressing stereotypes. Professor Kerry Stone's book, "Panes of the Glass Ceiling," is lauded for unveiling deeply ingrained cultural assumptions, offering tools to challenge them. The article reflects on hidden assumptions exposed in Stone's work and discusses the ideological pushback against education aimed at revealing and dismantling stereotypes. It concludes with a call for a nuanced understanding of …

Beyond The Business Case: Moving From Transactional To Transformational Inclusion, Jamillah Bowman Williams

Georgetown Law Faculty Publications and Other Works

While workplace diversity is a hot topic, the extent to which the diversity management movement has effectively improved intergroup relations and reduced racial inequality remains unclear. Despite large investments in diversity and inclusion training and other company wide initiatives, historically excluded groups remain vastly underrepresented in leadership and the most lucrative careers, such as finance, law, and technology. This calls the efficacy of diversity, equity, and inclusion (DEI) efforts into question, particularly with respect to reducing racial inequality in the workplace.

This Article explains why it is time for organizational leaders to move beyond the transactional case for diversity and …

Foreword: Looking Back To Move Forward: Exploring The Legacy Of U.S. Slavery, Suzette Malveaux

University of Colorado Law Review

No abstract provided.

Panel 2 - Unreported Shortcomings Of Title Ix, Lisa Taylor, Leslie Annexstein, Elizabeth Kristein, Natasha Martin, Elizabeth Kristen

American University Journal of Gender, Social Policy & the Law

MODERATOR: Hello, everyone, and welcome to our second panel, Unreported Shortcomings of Title IX. I’m going to start off with a quick introduction of our moderator. Today we have Dean Lisa Taylor who is our Dean for Diversity, Inclusion and Affinity Relations at WCL. She is much beloved by students of the Journal and students of WCL in general. And I know she is going to kick off a great panel. Dean Taylor, it’s all yours.

Unlocking The Beauty From Within Title Vii: Arguing For An Expansive Interpretation Of Title Vii To Protect Against Attractiveness Discrimination, Michael Conklin

American University Journal of Gender, Social Policy & the Law

Beauty may only be skin deep, but discrimination against the unattractive runs far deeper. Research emphatically demonstrates that attractiveness discrimination affects nearly every aspect of life, including hiring and promotion decisions. For example, personal injury attorneys utilize economists as expert witnesses for how their clients’ reduced attractiveness will negatively affect their future earnings. Attractiveness discrimination is just as prevalent as discrimination based on ethnicity. Unfortunately, current interpretations of federal antidiscrimination legislation do not offer protections from attractiveness discrimination. This Article offers a comprehensive framework for providing such protections under an expansive interpretation of Title VII.

Anti-Abortion Statutes As Religious Beliefs, Scott Devito

American University Journal of Gender, Social Policy & the Law

In Dobbs v. Jackson Women’s Health Organization, Justice Alito ruled there is no right, under the U.S. Constitution, for a woman to have an abortion. Since then, eleven states have either enacted or activated statutes that forbid the performance of an abortion. Others may soon follow suit. This Article does not attempt to dispute the reasoning of the Dobbs decision. Instead, it asks whether the eleven state statutes, now construed as constitutionally permitted, are, in fact impermissible intrusions into the constitutionally required separation of church and state. This Article approaches this problem from both a historical and philosophical perspective. First, …

Title Ix And "Menstruation Or Related Conditions", Bridget J. Crawford, Emily Gold Waldman, Marcy L. Karin, Naomi R. Cahn, Elizabeth B. Cooper, Margaret E. Johnson

Elisabeth Haub School of Law Faculty Publications

Title IX of the Education Amendments Act of 1972 (“Title IX”) prohibits sex discrimination in educational programs or activities receiving federal financial assistance. Neither the statute nor its implementing regulations explicitly define “sex” to include discrimination on the basis of menstruation or related conditions such as perimenopause and menopause. This textual absence has caused confusion over whether Title IX must be interpreted to protect students and other community members from all types of sex-based discrimination. It also calls into question the law's ability to break down systemic sex-based barriers related to menstruation in educational spaces. Absent an interpretation that there …

Loving Reparations, Eric J. Miller

University of Colorado Law Review

No abstract provided.

Foreword: Expanding The Boundaries Of Knowledge About Slavery And Its Legacy, Lolita Buckner Inniss

University of Colorado Law Review

No abstract provided.