Civil Rights and Discrimination Commons^™

Blame It On The Algorithm (But Sue Them Both): Joint Enterprise And Agency In Ai-Driven Hiring Discrimination, Khushi Palan

American University Business Law Review

The proliferation of artificial intelligence (AI) in hiring processes has created a significant accountability gap in employment discrimination law. While federal statutes like Title VII of the Civil Rights Act, the Americans with Disabilities Act, and the Age Discrimination in Employment Act focus on finding liability for traditional employers, they fail to adequately address the unique role of third-party AI vendors whose algorithms often drive discriminatory outcomes. This Comment examines the emerging legal landscape through the lens of Mobley v. Workday, where the District Court for the Northern District of California recognized that AI vendors can function as “agents” of …

Public Facing, Privately Shielded: The Employment Gap Created By Title Vii’S Private Club Exemption, Ansley Salmon

American University Business Law Review

Title VII of the Civil Rights Act of 1964 prohibits employment discrimination by employers but exempts “bona fide private membership clubs” that are tax-exempt under Internal Revenue Code Section 501(c). Despite this seemingly clear statutory language, there is a notable lack of appellate decisions interpreting this exemption under Title VII. This scarcity of precedent has led to inconsistent approaches across circuits. For example, the Fifth Circuit has drawn heavily from the Private Club Exemption under Title II of the Civil Rights Act while the Seventh Circuit has treated the two exemptions as entirely distinct. This Comment argues that the Title …

Informed Applicants: Anti-Discrimination Enforcement Based On The Use Of Criminal Records, Benjamin David Pyle

Faculty Scholarship

Navigating the labor market with a criminal record is treacherous. Countless job applicants will be turned down immediately after a potential employer learns they have had contact with the criminal legal system. Criminal records reflect and exacerbate long-standing racial and economic inequalities in the United States. Thus, the use of records in employment decisions will often implicate anti-discrimination laws. However, successfully enforcing these protections requires job applicants to, at minimum, understand why they were not hired. Many applicants never learn why they were not hired and thus will never be able to protect their rights. This Article argues that understanding …

The Prima Facie Case Approach To Employment Discrimination, Joanne F. Cole

Maine Law Review

Employment discrimination litigation has increased dramatically during the past decade. Under Title VII of the Civil Rights Act of 1964—Congress' sweeping prohibition of discrimination in employment decisions on the basis of race, color, religion, sex, or national origin –older federal civil rights statutes and state counterparts to Title VII, courts have developed discrete, cognizable theories of discrimination. An analytical framework has also developed by which to evaluate the facts, innuendoes, and statistics that constitute the claims and defenses in a discrimination case. Within the generally accepted approach to the evidence, however, there is no consensus about the weight each element …

Right Not To Work: Unions And Title Vii, Seth Oranburg

FIU Law Review

This article explores how Title VII's mandate for religious accommodation conflicts with union seniority rights, as revealed in Groff v. DeJoy. It argues that labor unions often oppose Sabbath accommodations not out of hostility to religion, but to protect bargained-for entitlements. The piece highlights a growing legal tension: whether co-worker burdens count as “undue hardship” under Title VII—a question with major implications for religious liberty in unionized workplaces.

Right Not To Work: Unions And Title Vii, Seth C. Oranburg

Law Faculty Scholarship

This article explores how Title VII's mandate for religious accommodation conflicts with union seniority rights, as revealed in Groff v. DeJoy. It argues that labor unions often oppose Sabbath accommodations not out of hostility to religion, but to protect bargained-for entitlements. The piece highlights a growing legal tension: whether co-worker burdens count as “undue hardship” under Title VII—a question with major implications for religious liberty in unionized workplaces.

By Any Other Name: Dei Is Not What You Think It Is, Nicole Porter

Faculty Publications

In this moment, Diversity, Equity, and Inclusion (DEI) programs are hotly debated and very misunderstood. Contrary to popular belief, DEI programs do not drastically change an employer’s hiring practices. They are, to some extent, performative. In this essay, I explain what DEI really is and why a rebranding (or at least a new name) might be in order.

Redefining The Scope Of Anti-Discrimination Law: Illuminating Colorism As A Basis For Discrimination Claims By Black Entertainers, Tolulope Odunsi-Nelson

Faculty Scholarship

This Article critically examines the pervasive issue of colorism within the entertainment industry and its profound impact on dark-skinned Black entertainers. Anti-Black colorism is discrimination against Black people with darker skin tones and Afrocentric features (i.e. darker eye color, kinkier hair, broader nose, fuller lips). Tracing the historical roots of colorism from the colonial era to contemporary times, the Article emphasizes how societal preferences for Eurocentric features and anti-Black racism have created and perpetuated a hierarchy that disadvantages darker-skinned individuals. It analyzes the underrepresentation and pay disparities faced by dark-skinned Black actors and actresses. It details the industry’s preference for …

Protecting Protected Characteristics: Statutory Solutions For Employment Discrimination Post-Bostock, Chase Mays

Vanderbilt Law Review

Title VII of the Civil Rights Act of 1964 prohibits employment discrimination on the basis of race, color, religion, sex, or national origin. Significantly, these protected characteristics are undefined, and judicial interpretations of race, sex, and national origin have allowed employers to lawfully discriminate against proxies for these protected characteristics. This Note examines the use of race-based hairstyles, gendered-appearance standards, and citizenship as proxies for race, sex, and national origin, respectively, and how the availability of such proxies inhibits Title VII’s goal of creating equal employment opportunities. The Supreme Court’s dicta in Bostock v. Clayton County offer potential redress to …

Labor Pains: The Inadequacies Of Current Federal Pregnancy Laws And The Alternative Routes To Accommodation, Sara Alexander

MC Law Review

Although many women are able to work through their pregnancies without employer accommodations, some pregnant workers who require accommodations "are forced out of their jobs unnecessarily when minor adjustments would enable them to keep working." In 2003, a hardware assembler in Ohio was terminated after her doctor limited her weight-lifting to twenty pounds and ordered that she work no more than eight hours at a time. In 2009, a retail worker in Kansas was fired because she needed to keep a water bottle with her in order to stay hydrated and prevent bladder infections. In 2011, an activity director at …

Does Title Vii Prohibit Discrimination In Employment-Transfer Decisions Only If They Cause Materially Significant Disadvantages For Employees?, Anne Marie Lofaso

Law Faculty Scholarship

Case at a Glance: Petitioner Jatonya Clayborn Muldrow, a sergeant for the St. Louis Police Department, was transferred to another unit within the department. Muldrow sued the City of St. Louis for making a discriminatory transfer decision in alleged violation of Title VII. This case presents the question of whether Title VII prohibits discriminatory transfer decisions absent a separate court determination that the decision caused Muldrow materially significant disadvantages.

Trying To Fit In To Get In: Women Working In A Masculinities World, Kimberly D. Bailey

Faculty Articles and Other Publications

In predominately male workplaces, sexualized “horseplay” is common. While this type of conduct can be a tool of gender subordination, it also is a tool for fostering camaraderie and collegiality among co-workers. In other words, some workers, including women, find that engaging in sexual horseplay is necessary in order to “fit in.” This Article critiques the failure of courts to appreciate the peer pressure to “fit in” when they analyze Title VII sexual harassment cases. This oversight is especially evident when courts try to determine whether a plaintiff found particular sexual conduct to be “unwelcome.” If a plaintiff voluntarily engages …

Panes/Pains Of Privilege, Jessica L. Roberts

FIU Law Review

In "Panes of the Glass Ceiling," Kerri Lynn Stone explores how unspoken beliefs rooted in gender stereotypes contribute to workplace inequalities for women. This article, reflecting on Stone's work, discusses how Stone critiques employment discrimination law's inadequacy in addressing these issues and proposes reforms, emphasizing the need for cultural changes beyond legal remedies. The article contextualizes Stone's observations within the framework of privilege, underscoring the invisible nature of privilege in the workplace and advocating for a broader societal shift to dismantle deeply ingrained unspoken beliefs.

Dentistry And The Law: Risk Of Employment Discrimination In Job Advertisements, Dan Schulte Jd

The Journal of the Michigan Dental Association

Employment discrimination in job advertisements that include religious references, such as statements like "faith-based practice" or symbols like crosses, is a legal concern. Federal and Michigan state laws, particularly the Elliot Larson Civil Rights Act (ELCRA), prohibit discrimination in employment, encompassing various protected classes. ELCRA applies to all employers in Michigan, regardless of their size. Violating ELCRA can lead to legal consequences, including injunctive relief and compensatory damages. Including such references or symbols in job ads can be used as evidence against employers in discrimination claims, even if rejected candidates have lesser qualifications. Publishers of these ads are also at …

Good For The Goose But Not For The Gander: Biden’S Promise To Appoint A Black Female To The Supreme Court And Title Vii Principles, Michael Conklin

Texas A&M Law Review

The 2022 retirement of Justice Stephen Breyer and President Joe Biden’s promise to exclude all non-Black females from consideration for his replacement has sparked controversy. Some have praised the decision as essential to ensuring diversity on the Court and point out that there are more than enough qualified Black women to select from. And some believe the decision will result in corporate leaders making similar calls for equity in their own companies. Others have criticized the decision, expressing a belief that discriminating on the basis of race and gender is “not a great start in selecting someone sworn to provide …

Trojan Zebra: Unmasking Bostock’S Potential To Undermine Lgbtq+ Protections, James E.A. Rehwaldt

Lewis & Clark Law Review

Engaging with the methodological framework endorsed by the Supreme Court’s holding and rejected by the dissents in Bostock v. Clayton County, this Comment critically examines both the limited scope and potential misuses of the Court’s decision recognizing protection against employment discrimination for gay, lesbian, and transgender individuals under Title VII of the Civil Rights Act.

Evidentiary Inequality, Sandra F. Sperino

Faculty Publications

Federal employment discrimination law is rife with evidentiary inequality. Courts allow employers to draw from a broad palette of evidence to defend against discrimination claims, while highly restricting the facts from which plaintiffs can prove their claims. This Article draws from hundreds of cases to show how judges favor the employer's evidence and disfavor the plaintiff's evidence across multiple dimensions, such as time, witnesses, documents, relevance, and reliability. Judges have created a host of named doctrines that severely restrict the evidence plaintiffs are allowed to use to prove their discrimination claims. At the same time, a host of unnamed, and …

Maternity Rights: A Comparative View Of Mexico And The United States, Roberto Rosas

The Scholar: St. Mary's Law Review on Race and Social Justice

Women play a large role in the workplace and require additional protection during pregnancy, childbirth, and while raising children. This article compares how Mexico and the United States have approached the issue of maternity rights and benefits. First, Mexico provides eighty-four days of paid leave to mothers, while the United States provides unpaid leave for up to twelve weeks. Second, Mexico allows two thirty-minute breaks a day for breastfeeding, while the United States allows a reasonable amount of time per day to breastfeed. Third, Mexico provides childcare to most federal employees, while the United States provides daycares to a small …

Blurred Lines: Disparate Impact And Disparate Treatment Challenges To Subjective Decisions-- The Case Of Reductions In Force, Allan King, Alexandra Hemenway

William & Mary Business Law Review

Subjective employment decisions may be challenged under disparate treatment (intentional discrimination) and/or disparate impact (the discriminatory consequences of a neutral policy) theories of discrimination. However, these theories and supporting evidence often are conflated when the criteria for selecting employees are ill-defined or unrecorded. In those instances, the process by which employees are selected merges with the selections themselves, these legal theories converge as well. This Article critically discusses how courts have struggled to distinguish these theories in cases alleging a discriminatory reduction in force. It suggests how these cases should be submitted to juries, to preserve the liability and remedies …

Because Of Bostock, Noelle N. Wyman

Michigan Law Review Online

On a below-freezing January morning, Jennifer Chavez, an automobile technician, sat in a car that she was repairing to keep warm while waiting for delayed auto parts to arrive. Without intending to, she nodded off. Her employer promptly fired her for sleeping on the job. At least, that is the justification her employer gave. But Chavez had reason to believe that her coming out as transgender motivated the termination. In the months leading up to the January incident, Chavez’s supervisor had told her to “tone things down” when she talked about her gender transition. The repair-shop owner said that the …

Challenges In Bringing Gender Equity Into The Workplace: Addressing Common Concerns Women Have When Deciding To Hold Employers Accountable For Gender Discrimination, Siobhan Klassen

Journal of Race, Gender, and Ethnicity

No abstract provided.

Seeking Economic Justice In The Face Of Enduring Racism, Deseriee A. Kennedy

Scholarly Works

No abstract provided.

The “Ultimate” Question: Are Ultimate Employment Decisions Required To Succeed On A Discrimination Claim Under Section 703(A) Of Title Vii?, Yina Cabrera

FIU Law Review

No abstract provided.

Covid-19 Employee Health Checks, Remote Work, And Disability Law, Elizabeth Pendo

All Faculty Scholarship

The Americans with Disabilities Act (ADA) prohibits discrimination against people with disabilities, about 61 million individuals in the U.S. The law’s protections in the workplace are especially important during COVID-19, which has worsened pre-existing disparities experienced by people with disabilities. The ADA also applies to new strategies to reduce the risk of COVID-19 infection in the workplace. This Chapter will focus on two strategies that impact individuals with and without disabilities – employee health screening, testing and vaccination policies, and new or expanded remote work programs.

Co-Worker Evidence In Court, Sandra F. Sperino

Faculty Publications

This symposium explores ways to empower workers. Many employment laws rely on workers filing private rights of action to enforce the underlying substantive law. Unfortunately, when workers file these claims in court, courts often do not allow them to rely on evidence from their co-workers. While courts regularly allow employers to submit co-worker evidence of a plaintiff's poor performance or lack of qualifications, they often diminish or exclude a plaintiff's co-worker evidence that the plaintiff performed well or possessed desired qualifications. This Article identifies and explores this evidentiary inequality. It argues that efforts to empower workers must include the power …

Florida's Late Entrance To The Ongoing Trend: Sexual Orientation In The Workplace, Ernesto Rivero

St. Thomas Law Review

John Doe is an exceptional firefighter who also happens to be a homosexual. John performs his duties every day to the utmost of his ability; however, in response to his sexual orientation, John is verbally harassed daily, underpaid for his line of work, and subsequently discharged from his position. This is a consequence of practicing his protected constitutional right of same sex marriage at his workplace. Every individual ought to have a fair and inclusive workplace free from discrimination; that is not the case in today’s America. Although employees are protected from discrimination by the Civil Rights Act of 1964 …

The Emerging Statutory Proximate Cause Doctrine, Sandra F. Sperino

Faculty Publications

The year 2011 marked the birth of a new idea. The United States decided Staub v. Proctor Hospital and for the first time invoked common law proximate cause in the context of federal employment discrimination law. It is rare in jurisprudence to be present at the birth of an idea and then see that idea develop over its first decade. This Article charts the emerging proximate cause doctrine from its early days as a baby doctrine. Now, the doctrine is pre-adolescent, with all of the changes and turmoil that phrase entails.

Killing The Cat's Paw, Sandra F. Sperino

Faculty Publications

In federal employment discrimination law, courts apply the label "cat's paw" to describe certain cases. Judge Richard Posner first used the term cat's paw in the context of federal discrimination jurisprudence, invoking a fable about an enterprising monkey who tricks a cat into getting hot chestnuts from a fire.' As the cat removes the hot chestnuts from the fire, the monkey eats them, leaving the cat with nothing except burnt paws.

In its traditional form, a cat's paw case is one in which a biased individual passes along negative information about a worker to an "unbiased" decisionmaker. The "unbiased" decisionmaker …

Harassment, Workplace Culture, And The Power And Limits Of Law, Suzanne B. Goldberg

Faculty Scholarship

This article asks why it remains so difficult for employers to prevent and respond effectively to harassment, especially sexual harassment, and identifies promising points for legal intervention. It is sobering to consider social-science evidence of the myriad barriers to reporting sexual harassment – from the individual-level and interpersonal to those rooted in society at large. Most of these are out of reach for an employer but workplace culture stands out as a significant arena where employers have influence on whether harassment and other discriminatory behaviors are likely to thrive. Yet employers typically make choices in this area with attention to …

Brief Of Amici Curiae Employment Law Professors In Support Of Respondents, Sandra F. Sperino

Faculty Articles and Other Publications

This Court should not interpret section 1981 to require proof of but-for causation, given that statute’s text, history, and purpose. Although Comcast invokes the canon of statutory construction that Congress intends statutory terms to have their settled common-law meaning, that canon does not apply here. Section 1981 has no statutory text that reflects a common-law understanding of causation. Indeed, in 1866, when Congress enacted the predecessor to section 1981, there was no well-settled common law of tort at all. Rather, just as courts have read 42 U.S.C. § 1982, which shares common text, history and purpose, this Court should read …