Statistical Analysis of Employment Data in Discrimination Lawsuits and Eeo Audits

Statistical Analysis of Employment Data in Discrimination Lawsuits and Eeo Audits

Author: Dwight D. Steward

Publisher:

Published: 2010-01

Total Pages: 336

ISBN-13: 9780615340500

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Statistical analysis can play a pivotal role in both avoiding and settling employment disputes. Employers and litigants in employment lawsuits routinely use statistics to investigate the legitimacy of employment decisions. "Statistical Analysis of Employment Data" provides managers and courts with empirical evidence that goes beyond anecdotes and stories. This textbook presents the methodologies that are used in statistical employment data analyses. While the focus is on statistics, it is not a cookbook of magic mathematical formulas. Instead, a non-mathematical approach is used to develop the conceptual framework underlying employment data analyses.


Introduction to Business

Introduction to Business

Author: Lawrence J. Gitman

Publisher:

Published: 2024-09-16

Total Pages: 1455

ISBN-13:

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Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.


The Oxford Handbook of Workplace Discrimination

The Oxford Handbook of Workplace Discrimination

Author: Adrienne Colella

Publisher: Oxford University Press

Published: 2018

Total Pages: 489

ISBN-13: 0199363641

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The Oxford Handbook of Workplace Discrimination synthesizes decades of evidence and inspires a brand new era of science-practice collaboration in understanding and reducing discrimination at work.


Documenting Desegregation

Documenting Desegregation

Author: Kevin Stainback

Publisher: Russell Sage Foundation

Published: 2012-09-01

Total Pages: 413

ISBN-13: 1610447883

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Enacted nearly fifty years ago, the Civil Rights Act codified a new vision for American society by formally ending segregation and banning race and gender discrimination in the workplace. But how much change did the legislation actually produce? As employers responded to the law, did new and more subtle forms of inequality emerge in the workplace? In an insightful analysis that combines history with a rigorous empirical analysis of newly available data, Documenting Desegregation offers the most comprehensive account to date of what has happened to equal opportunity in America—and what needs to be done in order to achieve a truly integrated workforce. Weaving strands of history, cognitive psychology, and demography, Documenting Desgregation provides a compelling exploration of the ways legislation can affect employer behavior and produce change. Authors Kevin Stainback and Donald Tomaskovic-Devey use a remarkable historical record—data from more than six million workplaces collected by the U.S. Equal Employment Opportunity Commission (EEOC) since 1966—to present a sobering portrait of race and gender in the American workplace. Progress has been decidedly uneven: black men, black women, and white women have prospered in firms that rely on educational credentials when hiring, though white women have advanced more quickly. And white men have hardly fallen behind—they now hold more managerial positions than they did in 1964. The authors argue that the Civil Rights Act's equal opportunity clauses have been most effective when accompanied by social movements demanding changes. EEOC data show that African American men made rapid gains in the 1960s at the height of the Civil Rights movement. Similarly, white women gained access to more professional and managerial jobs in the 1970s as regulators and policymakers began to enact and enforce gender discrimination laws. By the 1980s, however, racial desegregation had stalled, reflecting the dimmed status of the Civil Rights agenda. Racial and gender employment segregation remain high today, and, alarmingly, many firms, particularly in high-wage industries, seem to be moving in the wrong direction and have shown signs of resegregating since the 1980s. To counter this worrying trend, the authors propose new methods to increase diversity by changing industry norms, holding human resources managers to account, and exerting renewed government pressure on large corporations to make equal employment opportunity a national priority. At a time of high unemployment and rising inequality, Documenting Desegregation provides an incisive re-examination of America's tortured pursuit of equal employment opportunity. This important new book will be an indispensable guide for those seeking to understand where America stands in fulfilling its promise of a workplace free from discrimination.


Sexual Harassment of Women

Sexual Harassment of Women

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2018-09-01

Total Pages: 313

ISBN-13: 0309470870

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Over the last few decades, research, activity, and funding has been devoted to improving the recruitment, retention, and advancement of women in the fields of science, engineering, and medicine. In recent years the diversity of those participating in these fields, particularly the participation of women, has improved and there are significantly more women entering careers and studying science, engineering, and medicine than ever before. However, as women increasingly enter these fields they face biases and barriers and it is not surprising that sexual harassment is one of these barriers. Over thirty years the incidence of sexual harassment in different industries has held steady, yet now more women are in the workforce and in academia, and in the fields of science, engineering, and medicine (as students and faculty) and so more women are experiencing sexual harassment as they work and learn. Over the last several years, revelations of the sexual harassment experienced by women in the workplace and in academic settings have raised urgent questions about the specific impact of this discriminatory behavior on women and the extent to which it is limiting their careers. Sexual Harassment of Women explores the influence of sexual harassment in academia on the career advancement of women in the scientific, technical, and medical workforce. This report reviews the research on the extent to which women in the fields of science, engineering, and medicine are victimized by sexual harassment and examines the existing information on the extent to which sexual harassment in academia negatively impacts the recruitment, retention, and advancement of women pursuing scientific, engineering, technical, and medical careers. It also identifies and analyzes the policies, strategies and practices that have been the most successful in preventing and addressing sexual harassment in these settings.


Fields and Streams

Fields and Streams

Author: Rebecca Lave

Publisher: University of Georgia Press

Published: 2012-11-01

Total Pages: 190

ISBN-13: 0820343919

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Examining the science of stream restoration, Rebecca Lave argues that the neoliberal emphasis on the privatization and commercialization of knowledge has fundamentally changed the way that science is funded, organized, and viewed in the United States. Stream restoration science and practice is in a startling state. The most widely respected expert in the field, Dave Rosgen, is a private consultant with relatively little formal scientific training. Since the mid-1990s, many academic and federal agency-based scientists have denounced Rosgen as a charlatan and a hack. Despite this, Rosgen's Natural Channel Design approach, classification system, and short-course series are not only accepted but are viewed as more legitimate than academically produced knowledge and training. Rosgen's methods are now promoted by federal agencies including the Environmental Protection Agency, the U.S. Forest Service, the U.S. Fish and Wildlife Service, and the Natural Resources Conservation Service, as well as by resource agencies in dozens of states. Drawing on the work of Pierre Bourdieu, Lave demonstrates that the primary cause of Rosgen's success is neither the method nor the man but is instead the assignment of a new legitimacy to scientific claims developed outside the academy, concurrent with academic scientists' decreasing ability to defend their turf. What is at stake in the Rosgen wars, argues Lave, is not just the ecological health of our rivers and streams but the very future of environmental science.