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Full-Text Articles in Law
Bias In, Bias Out, Sandra G. Mason
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
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
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 …
Disparate Impact Discrimination: The Limits Of Litigation, The Possibilities For Internal Compliance, Melissa Hart
Disparate Impact Discrimination: The Limits Of Litigation, The Possibilities For Internal Compliance, Melissa Hart
Publications
No abstract provided.
Through The Looking Glass: Can Title Vii Help Women And Minorities To Shatter The Glass Ceiling, Rafael Gely, Ramona L. Paetzold
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 …
Liberty Vs. Equality: In Defense Of Privileged White Males, Nancy E. Dowd
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.
Workplace Discrimination: Truthfulness And The Moral Imagination, Emily Calhoun
Workplace Discrimination: Truthfulness And The Moral Imagination, Emily Calhoun
Publications
No abstract provided.
Affirmative Action: Hypocritical Euphemism Or Noble Mandate?, Theodore J. St. Antoine
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. …
The Philadelphia Plan And Strict Racial Quotas In Federal Contracts, Paul Marcus
The Philadelphia Plan And Strict Racial Quotas In Federal Contracts, Paul Marcus
Faculty Publications
No abstract provided.