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Articles 1 - 18 of 18
Full-Text Articles in Law
Hiring Criteria And Title Vii: How One Manifestation Of Employer Bias Evades Judicial Scrutiny, Max Londberg
Hiring Criteria And Title Vii: How One Manifestation Of Employer Bias Evades Judicial Scrutiny, Max Londberg
University of Cincinnati Law Review
No abstract provided.
Biographical Data And Black Box Empiricism: Lessons Learned For Algorithmic Assessments In Personnel Selection, Ketaki Sodhi, Marc Cubrich
Biographical Data And Black Box Empiricism: Lessons Learned For Algorithmic Assessments In Personnel Selection, Ketaki Sodhi, Marc Cubrich
Psychology from the Margins
As the popularity of biodata in selection assessments grew in the 1980s and into the 1990s, the field of industrial and organizational psychology witnessed many attempts to develop biodata theories and guide the development of biodata items. The insights that emerged from this body of research are increasingly relevant in the current era of big data, artificial intelligence (AI), and machine learning. More than ever, AI and machine learning are being used to score candidates and make hiring recommendations. Many organizations are using data-driven approaches to develop machine learning and AI algorithms, which are frequently atheoretical, based on correlations or …
The Evolution Of Gender Equity From A Marxist And Existentialist Perspective, Alexandria Lopez
The Evolution Of Gender Equity From A Marxist And Existentialist Perspective, Alexandria Lopez
Journal of Race, Gender, and Ethnicity
No abstract provided.
Kicked Out, Kicked Again: The Discharge Review Boards’ Illiberal Application Of Liberal Consideration For Veterans With Post-Traumatic Stress Disorder, Jessica Lynn Wherry
Kicked Out, Kicked Again: The Discharge Review Boards’ Illiberal Application Of Liberal Consideration For Veterans With Post-Traumatic Stress Disorder, Jessica Lynn Wherry
Georgetown Law Faculty Publications and Other Works
In recent years, the Department of Defense (DoD) has responded to the growing awareness of mental health issues for military servicemembers during and after service. This Article focuses on veterans who have already been discharged from service, and specifically those who have been discharged under other-than-honorable conditions for misconduct that is likely the result of a mental health condition, including post-traumatic stress disorder (PTSD), traumatic brain injury, sexual assault, or sexual harassment. Thousands of former servicemembers have been kicked out of the military for misconduct rather than treated for mental health conditions they experienced due to their military service. When …
Manipulating Opportunity, Pauline Kim
Manipulating Opportunity, Pauline Kim
Scholarship@WashULaw
Concerns about online manipulation have centered on fears about undermining the autonomy of consumers and citizens. What has been overlooked is the risk that the same techniques of personalizing information online can also threaten equality. When predictive algorithms are used to allocate information about opportunities like employment, housing, and credit, they can reproduce past patterns of discrimination and exclusion in these markets. This Article explores these issues by focusing on the labor market, which is increasingly dominated by tech intermediaries. These platforms rely on predictive algorithms to distribute information about job openings, match job seekers with hiring firms, or recruit …
Antidiscriminatory Algorithms, Stephanie Bornstein
Antidiscriminatory Algorithms, Stephanie Bornstein
UF Law Faculty Publications
Can algorithms be used to advance equality goals in the workplace? A handful of legal scholars have raised concerns that the use of big data at work may lead to protected class discrimination that could fall outside the reach of current antidiscrimination law. Existing scholarship suggests that, because algorithms are “facially neutral,” they pose no problem of unequal treatment. As a result, algorithmic discrimination cannot be challenged using a disparate treatment theory of liability under Title VII of the Civil Rights Act of 1964 (Title VII). Instead, it presents a problem of unequal outcomes, subject to challenge using Title VII’s …
The Devil You Don’T Know: Implicit Bias Keeps Women In Their Place, Michele N. Struffolino
The Devil You Don’T Know: Implicit Bias Keeps Women In Their Place, Michele N. Struffolino
Pace Law Review
While men’s claims of gender bias in the family law system are acknowledged, this article focuses on how bias, whether implicit or explicit under the guise of unconscious attitudes or behavior, continues to place women at a systemic disadvantage. Although implicit bias also impacts outcomes in child abuse and neglect actions involving the state, the focus of this article is the impact of implicit bias in actions between women and men in the family courts, in particular those issues involved in the dissolution of the relationship and the family unit. First, the emergence of implicit social cognition theory will be …
Reckless Discrimination, Stephanie Bornstein
Reckless Discrimination, Stephanie Bornstein
UF Law Faculty Publications
If there are known, easily adopted ways to reduce bias in employment decisions, should an employer be held liable for discriminatory results when it fails to adopt such measures? Given the vast amount we now know about implicit bias and the ways to reduce it, to what extent is an employer who knowingly fails to do so engaging in intentional discrimination? This Article theorizes a “recklessness” model of discrimination under Title VII, arguing for liability where an employer acts with reckless disregard for the consequences of implicit bias and stereotyping in employment decisions. Legal scholars have argued that Title VII …
Auditing Algorithms For Discrimination, Pauline Kim
Auditing Algorithms For Discrimination, Pauline Kim
Scholarship@WashULaw
This Essay responds to the argument by Joshua Kroll, et al., in Accountable Algorithms, 165 U.PA.L.REV. 633 (2017), that technical tools can be more effective in ensuring the fairness of algorithms than insisting on transparency. When it comes to combating discrimination, technical tools alone will not be able to prevent discriminatory outcomes. Because the causes of bias often lie, not in the code, but in broader social processes, techniques like randomization or predefining constraints on the decision-process cannot guarantee the absence of bias. Even the most carefully designed systems may inadvertently encode preexisting prejudices or reflect structural bias. For this …
The Dismantling Of Mcdonnell Douglas V. Green: The High Court Muddies The Evidentiary Waters In Circumstantial Discrimination Cases, Melissa A. Essary
The Dismantling Of Mcdonnell Douglas V. Green: The High Court Muddies The Evidentiary Waters In Circumstantial Discrimination Cases, Melissa A. Essary
Pepperdine Law Review
No abstract provided.
Implicit Bias In Employment Litigation, Melissa R. Hart
Implicit Bias In Employment Litigation, Melissa R. Hart
Melissa R Hart
Judges exercise enormous discretion in civil litigation, and nowhere more than in employment discrimination litigation, where the trial court’s “common sense” view of what is or is not “plausible” has significant impact on the likelihood that a case will survive summary judgment. As a general matter, doctrinal developments in the past two decades have quite consistently made it more difficult for plaintiffs to assert their claims of discrimination. In addition, many of these doctrines have increased the role of judicial judgment – and the possibility of the court’s implicit bias – in the life cycle of an employment discrimination case. …
Complimentary And Complementary Discrimination In Faculty Hiring, Angela Onwuachi-Willig
Complimentary And Complementary Discrimination In Faculty Hiring, Angela Onwuachi-Willig
Faculty Scholarship
This Article focuses on one form of discrimination in faculty hiring. Specifically, this Article concentrates on discrimination against the "overqualified" minority faculty candidate, the candidate who is presumed to have too many opportunities and thus gets excluded from faculty interview lists and consideration. In so doing, this Article poses and answers the question: "Can exclusion from interviewing pools and selection based upon the notion that one is just 'too good' to recruit to a particular department constitute an actionable form of discrimination?" Part I of this Article begins by briefly reviewing the changes in faculty diversity and inclusion at colleges …
Discrimination Redefined, Ann C. Mcginley
Discrimination Redefined, Ann C. Mcginley
Scholarly Works
In this Response to Professor Natasha Martin's article Pretext in Peril, Professor Ann McGinley argues that courts' retrenchment in cases interpreting Title VII of the 1964 Civil Rights Act results from a narrow definition of discrimination that focuses on conscious, intentional discrimination. Increasingly social science research demonstrates that much disparate treatment occurs as a result of unconscious biases, but the courts' reluctance to consider this social science has led, in many cases, to a literal, narrow definition of “pretext." Moreover, she posits that the recent Supreme Court case of Ricci v. DeStefano redefines discrimination in an ahistorical and acontextual …
Survey Of The Federal Government On Supervisor Practices In Employment Of People With Disabilities, Susanne M. Bruyere, William Erickson, Richard L. Horne
Survey Of The Federal Government On Supervisor Practices In Employment Of People With Disabilities, Susanne M. Bruyere, William Erickson, Richard L. Horne
Susanne Bruyère
In 1999, the Presidential Task Force on the Employment of Adults with Disabilities (PTFEAD) funded Cornell University to conduct a survey of federal sector HR and EEO representatives regarding their experience implementing the employment disability nondiscrimination requirements of the Americans with Disabilities Act of 1990(ADA) and the Rehabilitation Act of 1973, as amended. One of the recommendations from this research was to conduct a follow-up study of federal agency supervisors and managers about their experience in accommodation and employment of persons with disabilities in the federal sector, and in addition to inquire about their awareness of the series of Executive …
Confronting Conventional Thinking: The Heuristics Problem In Feminist Legal Theory, Nancy Levit
Confronting Conventional Thinking: The Heuristics Problem In Feminist Legal Theory, Nancy Levit
Nancy Levit
The thesis of The Heuristics Problem is that the societal problems about which identity theorists are most concerned often spring from and are reinforced by thinking riddled with heuristic errors. This article first investigates the ways heuristic errors influence popular perceptions of feminist issues. Feminists and critical race theorists have explored the cognitive bias of stereotyping, but have not examined the ways probabilistic errors can have gendered consequences. Second, The Heuristics Problem traces some of the ways cognitive errors have influenced the development of laws relating to gender issues. It explores instances in judicial decisions in which courts commit heuristic …
What Will Diversity On The Bench Mean For Justice?, Theresa M. Beiner
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 …
Hostile Environent Sexual Harassment Claims And The Unwelcome Influence Of Rape Law, Janine Benedet
Hostile Environent Sexual Harassment Claims And The Unwelcome Influence Of Rape Law, Janine Benedet
Michigan Journal of Gender & Law
This article considers the unwelcomeness requirement of the plaintiff’s prima facie case. In particular, it examines the discussion of unwelcomeness found in the decision of the Supreme Court in Meritor Savings Bank v. Vinson, and the content given to this element by the subsequent decisions of lower courts. Such an inquiry reveals several parallels between the approach of courts to sexual harassment claims and their traditional treatment of the criminal offense of rape. The same biases and erroneous assumptions that have hampered an effective response to the physical violation of women have permeated the application of the purported remedy …
Understanding Mixed Motives Claims Under The Civil Rights Act Of 1991: An Analysis Of Intentional Discrimination Claims Based On Sex-Stereotyped Interview Questions, Heather K. Gerken
Understanding Mixed Motives Claims Under The Civil Rights Act Of 1991: An Analysis Of Intentional Discrimination Claims Based On Sex-Stereotyped Interview Questions, Heather K. Gerken
Michigan Law Review
This Note analyzes the Civil Rights Act of 1991 and relevant case law to determine whether posing sex-stereotyped interview questions is actionable conduct under Title VII. It questions whether proof of discrimination during a phase in the hiring process, specifically during the interview stage, supports a Title VII claim without other independent evidence that the hiring decision was discriminatory. Part I explains that the circuit courts have envisioned the impact of discrimination during the hiring process differently and, as a result, are divided in determining whether sex-stereotyped interview questions are actionable under Title VII. Part II examines the legislative history …