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Bias In, Bias Out, Sandra G. Mason Jun 2019

Bias In, Bias Out, Sandra G. Mason

AI-DR Collection

Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic risk assessment to estimate the likelihood that a person will commit future crime. As many scholars have noted, these algorithms tend to have disparate racial impact. In response, critics advocate three strategies of resistance: (1) the exclusion of input factors that correlate closely with race, (2) adjustments to algorithmic design to equalize predictions across racial lines, and (3) rejection of algorithmic methods altogether.

This Article’s central claim is that these strategies are at best superficial and at worst counterproductive, because the source of racial inequality in risk assessment lies …


Feminism And The Tournament, Jessica A. Clarke Jan 2018

Feminism And The Tournament, Jessica A. Clarke

Vanderbilt Law School Faculty Publications

Naomi Bishop, the protagonist of the 2016 film "Equity," is the rare "she-wolf of Wall Street."' At the beginning of the film, Bishop appears on a panel at an alumni event. She explains her career choices to the young women in the audience as follows: I like money. I do. I like numbers. I like negotiating. I love a challenge. Turning a no into a yes. But I really do like money. I like knowing that I have it. I grew up in a house where there was never enough. I was raised by a single mom with four kids. …


The Impact Of Affirmative Action On The Employment Of Minorities And Women Over Three Decades: 1973-2003, Fidan Ana Kurtulus Jan 2015

The Impact Of Affirmative Action On The Employment Of Minorities And Women Over Three Decades: 1973-2003, Fidan Ana Kurtulus

Upjohn Institute Working Papers

What role has affirmative action played in the growth of minority and female employment in U.S. firms? This paper analyzes this issue by comparing the employment of minorities and women at firms holding federal contracts and therefore mandated to implement affirmative action, and at noncontracting firms, over the course of three decades spanning 1973–2003. It constitutes the first study to comprehensively document the long-term impact of affirmative action in federal contracting on the U.S. employment landscape. The study uses a new panel data set of over 100,000 large private-sector firms across all industries and regions, obtained from the U.S. Equal …


Hands-Tied Hiring: How The Eeoc’S Individualized Assessment Is Taking Discretion Away From Employers’ Use Of Criminal Background Checks, Carrie Valdez Jan 2015

Hands-Tied Hiring: How The Eeoc’S Individualized Assessment Is Taking Discretion Away From Employers’ Use Of Criminal Background Checks, Carrie Valdez

Cleveland State Law Review

This article argues that the 2012 EEOC Guidance should not be given deference by the courts. Specifically, the Guidance’s individualized assessment, which imposes a heightened requirement on employers to justify their background check policies, is problematic in three important ways. First, the individualized assessment places an impractical burden by what it requires and whom it requires to conduct such an assessment. Second, employer liability for negligent hiring may actually increase if employers perform individualized assessments. Finally, the practical effect of the individualized assessment may be decreased employer reliance on criminal background checks, and the result will likely not be a …


Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd Nov 2014

Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd

Nancy Dowd

In this book review, Professor Dowd reviews Forbidden Grounds: The Case Against Employment Discrimination Laws, by Richard A. Epstein (1992). First, Professor Dowd sets forth the thesis and arguments of Epstein’s book and explores her general criticisms in more detail. Next, she explores Epstein’s core argument pitting liberty against equality from two perspectives: that of the privileged white male and that of minorities and women. Finally, Professor Dowd argues that Epstein’s position cannot be viewed as an argument that most minorities or women would make, as it fails to take account of their stories.


Coercive Assimilationism: The Perils Of Muslim Women's Identity Performance In The Workplace, Sahar F. Aziz Oct 2014

Coercive Assimilationism: The Perils Of Muslim Women's Identity Performance In The Workplace, Sahar F. Aziz

Michigan Journal of Race and Law

Should employees have the legal right to “be themselves” at work? Most Americans would answer in the negative because work is a privilege, not an entitlement. But what if being oneself entails behaviors, mannerisms, and values integrally linked to the employee’s gender, race, or religion? And what if the basis for the employer’s workplace rules and professionalism standards rely on negative racial, ethnic or gender stereotypes that disparately impact some employees over others? Currently, Title VII fails to take into account such forms of second-generation discrimination, thereby limiting statutory protections to phenotypical or morphological bases. Drawing on social psychology and …


Up Or Out And Into The Supreme Court: A Forecast For Hishon V. King And Spalding , Linda Randlett Kollar Jan 2013

Up Or Out And Into The Supreme Court: A Forecast For Hishon V. King And Spalding , Linda Randlett Kollar

Pepperdine Law Review

The author presents an extensive analysis of Title VII in an effort to forecast the forthcoming Supreme Court decision of Hishon v. King and Spalding. Included are the issues presented to the Court, the legislative history of Title VII, the Eleventh Circuit Court of Appeals' decision, and a historical inquiry of the applicable decisions of the Burger Court. Although the outcome of the case has yet to be decided, the author's informed prediction will guide commentaries in the future.


Reaffirming Merit In Affirmative Action, Margaret Woo Apr 2012

Reaffirming Merit In Affirmative Action, Margaret Woo

Margaret Y. K. Woo

This article argues for reaffirming the merit in affirmative action. It emphasizes that affirmative action simply recognizes the obstacles faced by racial minorities and to weigh the merit in the process of overcoming such obstacles.


Erasing Boundaries: Masculinities, Sexual Minorities, And Employment Discrimination, Ann C. Mcginley May 2010

Erasing Boundaries: Masculinities, Sexual Minorities, And Employment Discrimination, Ann C. Mcginley

University of Michigan Journal of Law Reform

This Article analyzes the application of employment discrimination law to sexual minorities-lesbians, gays, bisexuals, transgender and intersex individuals. It evaluates Title VII and state anti-discrimination laws' treatment of these individuals, and is the first article to use masculinities research, theoretical and empirical, to explain employment discrimination against sexual minorities.

While the Article concludes that new legislation would further the interests of sexual minorities, it posits that it is neither necessary nor sufficient to solving the employment discrimination problems of sexual minorities. A major problem lies in the courts' binary view of sex and gender, a view that identifies men and …


Education And Labor Relations: Asian Americans And Blacks As Pawns In The Furtherance Of White Hegemony, Xiaofeng Stephanie Da Jan 2007

Education And Labor Relations: Asian Americans And Blacks As Pawns In The Furtherance Of White Hegemony, Xiaofeng Stephanie Da

Michigan Journal of Race and Law

Asian Americans and Blacks have been, and continue to be, racialized relative to each other in our society. Asian Americans and Blacks have come to occupy marginalized positions as the polarized ends on the economic spectrums of education and labor relations, with an expanding "Whiteness" as the filler in the middle as Whites manipulate the differing interests of both subordinated groups to align with White (the dominant group's) interests. Although Whites purport to champion the interests of one subordinate group over the other, in reality the racialization of Asian Americans and Blacks in our country is rooted in the preservation …


Disparate Impact Discrimination: The Limits Of Litigation, The Possibilities For Internal Compliance, Melissa Hart Jan 2007

Disparate Impact Discrimination: The Limits Of Litigation, The Possibilities For Internal Compliance, Melissa Hart

Publications

No abstract provided.


Bilingualism And Equality: Title Vii Claims For Language Discrimination In The Workplace, James Leonard Oct 2004

Bilingualism And Equality: Title Vii Claims For Language Discrimination In The Workplace, James Leonard

University of Michigan Journal of Law Reform

Linguistic diversity is a fact of contemporary American life. Nearly one in five Americans speak a language other than English in the home, and influxes of immigrants have been a constant feature of American history. The multiplicity of languages in American society has touched nearly all aspects of American culture, and specifically has added new and important challenges to the American workplace. Chief among these new concerns are the growing number of legal claims centered around language discrimination in the workplace. The common vehicle for these claims has been Title VII, and there is considerable support in the academic literature …


"Just Like One Of The Family": Domestic Violence Paradigms And Combating On-The-Job Violence Against Household Workers In The United States, Kristi L. Graunke Jan 2002

"Just Like One Of The Family": Domestic Violence Paradigms And Combating On-The-Job Violence Against Household Workers In The United States, Kristi L. Graunke

Michigan Journal of Gender & Law

This Article argues that the immense problem of on-the-job abuse experienced by domestic workers demands a multifaceted plan of attack. The proposed responses specifically draw upon the capacities, strengths, and resources of women, particularly comparatively privileged women, as both activists and employers of domestic workers. By describing the circumstances of domestic work in the United States from the nation's inception to the present, Part I demonstrates the prevalence and intractability of on-the-job physical and sexual abuse and argues that other women, as employers of domestic workers, have historically played a complex role in participating in, condoning, or failing to acknowledge …


What Will Diversity On The Bench Mean For Justice?, Theresa M. Beiner Jan 1999

What Will Diversity On The Bench Mean For Justice?, Theresa M. Beiner

Michigan Journal of Gender & Law

This article is aimed at the general question: whether having a woman judge would make a difference in sexual harassment cases. This article is aimed at this general question, the response to which has been elusive: Does the race, gender, or other background characteristics of a judge make a difference in the outcome of cases? The effects of diversity on the bench are just becoming measurable. Many legal scholars have assumed diversity will make a difference. While this conclusion may seem commonsensical, it is important to be able to support such assertions with actual data. The supposition has been that …


Against Common Sense: Why Title Vii Should. Protect Speakers Of Black English, Jill Gaulding Apr 1998

Against Common Sense: Why Title Vii Should. Protect Speakers Of Black English, Jill Gaulding

University of Michigan Journal of Law Reform

The speech of many black Americans is marked by phrases such as 'we be writin"' or "we don't have no problems." Because most listeners consider such "Black English" speech patterns incorrect, these speakers face significant disadvantages in the job market. But common sense suggests that there is nothing discriminatory about employers' negative reactions to Black English because it makes sense to allow employers to insist that employees use correct grammar.

This article argues against this common sense understanding of Black English as bad grammar. The author first analyzes the extent of the job market disadvantages faced by Black English speakers …


Through The Looking Glass: Can Title Vii Help Women And Minorities To Shatter The Glass Ceiling, Rafael Gely, Ramona L. Paetzold Jan 1995

Through The Looking Glass: Can Title Vii Help Women And Minorities To Shatter The Glass Ceiling, Rafael Gely, Ramona L. Paetzold

Faculty Publications

The employment patterns of “nontraditional” workers in the United States show two conflicting characteristics. On the one hand, researchers have observed a continuing increase in the rate of participation of nontraditional workers at multiple levels in the work force. For example, the proportion of women white collar workers increased from twenty-two percent in the late 1960s to forty-six percent in 1992. Similarly, the average job tenure for nontraditional workers has also increased. For example, although males in the thirty-five to forty-four year old age group have experienced a small decline in job tenure, women in the same group have seen …


Employment Discrimination Law In Perspective: Three Concepts Of Equality, John J. Donohue Iii Aug 1994

Employment Discrimination Law In Perspective: Three Concepts Of Equality, John J. Donohue Iii

Michigan Law Review

The essay begins with a discussion of which groups deserve the protection of employment discrimination law. With the protected categories of Title VII of the 1964 Civil Rights Act etched into the American consciousness, many might consider the appropriate categories to be fully self-evident. But of course, they are not, and many jurisdictions continue to struggle over whether certain dispreferred groups merit the law's solicitude.


Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd Jan 1993

Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd

UF Law Faculty Publications

In this book review, Professor Dowd reviews Forbidden Grounds: The Case Against Employment Discrimination Laws, by Richard A. Epstein (1992). First, Professor Dowd sets forth the thesis and arguments of Epstein’s book and explores her general criticisms in more detail. Next, she explores Epstein’s core argument pitting liberty against equality from two perspectives: that of the privileged white male and that of minorities and women. Finally, Professor Dowd argues that Epstein’s position cannot be viewed as an argument that most minorities or women would make, as it fails to take account of their stories.


Employment Equality, Affirmative Action, And The Constitutional Political Consensus, Robert A. Sedler May 1992

Employment Equality, Affirmative Action, And The Constitutional Political Consensus, Robert A. Sedler

Michigan Law Review

A Review of Equality Transformed: A Quarter-Century of Affirmative Action by Herman Belz and A Conflict of Rights: The Supreme Court and Affirmative Action by Melvin I. Urofsky


Workplace Discrimination: Truthfulness And The Moral Imagination, Emily Calhoun Jan 1991

Workplace Discrimination: Truthfulness And The Moral Imagination, Emily Calhoun

Publications

No abstract provided.


English-Only Rules And The Right To Speak One's Primary Language In The Workplace, Juan F. Perea Jan 1990

English-Only Rules And The Right To Speak One's Primary Language In The Workplace, Juan F. Perea

University of Michigan Journal of Law Reform

This Article analyzes the issues raised by English-only rules and the decisions discussing these rules. Part I reviews the leading cases on English-only rules. The Article then explores several issues that must be considered in deciding any English-only rule case under Title VII. Part II addresses whether speaking one's primary language should constitute a protected right as an aspect of national origin under Title VII. This Article argues that primary language should be protected under Title VII for several reasons: the courts and the EEOC construe the term "national origin" broadly; primary language constitutes a fundamental aspect of ethnicity and …


Finding A "Manifest Imbalance": The Case For A Unified Statistical Test For Voluntary Affirmative Action Under Title Vii, David D. Meyer Jun 1989

Finding A "Manifest Imbalance": The Case For A Unified Statistical Test For Voluntary Affirmative Action Under Title Vii, David D. Meyer

Michigan Law Review

This Note analyzes the "manifest imbalance" standard developed in Weber and Johnson and the various approaches the lower courts have taken in trying to apply the test. Part I examines the Weber and Johnson opinions in some detail, and argues that the Court intended to permit affirmative action aimed at remedying the evident effects of past discrimination, regardless of whether the employer or society at large is to blame. Section I.A describes the diverging constitutional and statutory standards for evaluating voluntary affirmative action programs, and the policies behind the divergence. Sections I.B and I.C take a closer look at the …


Discrimination, Jobs, And Politics: The Struggle For Equal Employment Opportunity In The United States Since The New Deal, James L. Thompson May 1987

Discrimination, Jobs, And Politics: The Struggle For Equal Employment Opportunity In The United States Since The New Deal, James L. Thompson

Michigan Law Review

A Review of Discrimination, Jobs, and Politics: The Struggle for Equal Employment Opportunity in the United States since the New Deal by Paul Burstein


Affirmative Action: Hypocritical Euphemism Or Noble Mandate?, Theodore J. St. Antoine Jan 1976

Affirmative Action: Hypocritical Euphemism Or Noble Mandate?, Theodore J. St. Antoine

Articles

Title VII of the Civil Rights Act of 1964 was adopted in an atmosphere of monumental naivete. Congress apparently believed that equal employment opportunity could be achieved simply by forbidding employers or unions to "discriminate" on the basis of "race, color, religion, sex, or national origin," and expressly disavowed any intention to require "preferential treatment." Perhaps animated by the Supreme Court's stirring desegregation decisions of the 1950's, the proponents of civil rights legislation made "color-blindness" the rallying cry of the hour. Today we know better. The dreary statistics, so familiar to anyone who works in this field, tell the story. …


Preferential Remedies For Employment Discrimination, Harry T. Edwards, Barry L. Zaretsky Nov 1975

Preferential Remedies For Employment Discrimination, Harry T. Edwards, Barry L. Zaretsky

Michigan Law Review

A basic thesis of this article is that much of the current concern about alleged "reverse discrimination" in employment ignores the reality of the situation. In Part I it will be contended that although color blindness is a laudable long-run objective, it alone will not end discrimination; thus, it will be argued that some form of "color conscious" affirmative action must be employed in order to achieve equal employment opportunity for minorities and women. The most effective form of affirmative action is temporary preferential treatment, and it will be asserted in Part II that such relief can be justified under …


Title Vii Of The Civil Rights Act Of 1964- Seniority Provisions Of Union Collective Bargaining Agreement Held Controlling Over Eeoc Affirmative Action Hiring Program. Jersey Central Power & Light Co. V. Local 327, Ibew, 508 F.2d 687 (3d Cir. 1975)., Ira E. Goldberg Jan 1975

Title Vii Of The Civil Rights Act Of 1964- Seniority Provisions Of Union Collective Bargaining Agreement Held Controlling Over Eeoc Affirmative Action Hiring Program. Jersey Central Power & Light Co. V. Local 327, Ibew, 508 F.2d 687 (3d Cir. 1975)., Ira E. Goldberg

Fordham Urban Law Journal

Plaintiff, Jersey Central Power & Light Company (Jersey Central), a large public utility, was economically forced to announce a series of plant wide layoffs. The collective bargaining agreement in force between Jersey Central and various unions required that layoffs be conducted in reverse order of seniority, i.e., the last person hired is the first person to be fired. A conciliation agreement among Jersey Central, the unions and the Federal Equal Employment Opportunity Commission (EEOC) called for the company to begin an affirmative action program designed to increase employment opportunities for women and minority workers. Plaintiff sought a declaratory judgment in …


The Philadelphia Plan And Strict Racial Quotas In Federal Contracts, Paul Marcus Jan 1970

The Philadelphia Plan And Strict Racial Quotas In Federal Contracts, Paul Marcus

Faculty Publications

No abstract provided.