Download or read book Statistical Analysis of Employment Data in Discrimination Lawsuits and Eeo Audits written by Dwight D. Steward and published by . This book was released on 2010-01 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Measuring Racial Discrimination written by National Research Council and published by National Academies Press. This book was released on 2004-07-24 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.
Download or read book The Use of Social Science Data in Supreme Court Decisions written by Rosemary J. Erickson and published by University of Illinois Press. This book was released on 1998 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: The cultures of law and social science differ markedly as to the kinds of truth they pursue. Law is deductive, presenting its findings as certainties; social science is largely inductive, presenting its conclusions as subject to revision and contingency. Yet the legal community traditionally draws at will and unsystematically on the findings of social science, sometimes with unfortunate results. The authors of this study explore this issue by focusing on the manner in which the United States Supreme Court uses social science data in reaching its decisions. Concentrating on decisions involving the issues of abortion, sex discrimination, and sexual harassment, they show that the use of such data has increased over the last twenty years, but they also show that whether such data are used appears to hinge more on the liberal, conservative, or longheld positions of the judges and the types of cases involved, rather than on the objectivity or validity of the data. By offering insights into how data are used by the Supreme Court, the authors hope to show social scientists how to make their research more suitable for courtroom use and to show the legal community how such data can be used more effectively.
Download or read book Discrimination and Privacy in the Information Society written by Bart Custers and published by Springer Science & Business Media. This book was released on 2012-08-11 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vast amounts of data are nowadays collected, stored and processed, in an effort to assist in making a variety of administrative and governmental decisions. These innovative steps considerably improve the speed, effectiveness and quality of decisions. Analyses are increasingly performed by data mining and profiling technologies that statistically and automatically determine patterns and trends. However, when such practices lead to unwanted or unjustified selections, they may result in unacceptable forms of discrimination. Processing vast amounts of data may lead to situations in which data controllers know many of the characteristics, behaviors and whereabouts of people. In some cases, analysts might know more about individuals than these individuals know about themselves. Judging people by their digital identities sheds a different light on our views of privacy and data protection. This book discusses discrimination and privacy issues related to data mining and profiling practices. It provides technological and regulatory solutions, to problems which arise in these innovative contexts. The book explains that common measures for mitigating privacy and discrimination, such as access controls and anonymity, fail to properly resolve privacy and discrimination concerns. Therefore, new solutions, focusing on technology design, transparency and accountability are called for and set forth.
Download or read book The Case for Discrimination written by Walter E. Block and published by . This book was released on 2010-12-28 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: Walter E. Block discusses how discrimination effects economics.
Download or read book Rights on Trial written by Ellen Berrey and published by University of Chicago Press. This book was released on 2017-06-22 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gerry Handley faced years of blatant race-based harassment before he filed a complaint against his employer: racist jokes, signs reading “KKK” in his work area, and even questions from coworkers as to whether he had sex with his daughter as slaves supposedly did. He had an unusually strong case, with copious documentation and coworkers’ support, and he settled for $50,000, even winning back his job. But victory came at a high cost. Legal fees cut into Mr. Handley’s winnings, and tensions surrounding the lawsuit poisoned the workplace. A year later, he lost his job due to downsizing by his company. Mr. Handley exemplifies the burden plaintiffs bear in contemporary civil rights litigation. In the decades since the civil rights movement, we’ve made progress, but not nearly as much as it might seem. On the surface, America’s commitment to equal opportunity in the workplace has never been clearer. Virtually every company has antidiscrimination policies in place, and there are laws designed to protect these rights across a range of marginalized groups. But, as Ellen Berrey, Robert L. Nelson, and Laura Beth Nielsen compellingly show, this progressive vision of the law falls far short in practice. When aggrieved individuals turn to the law, the adversarial character of litigation imposes considerable personal and financial costs that make plaintiffs feel like they’ve lost regardless of the outcome of the case. Employer defendants also are dissatisfied with the system, often feeling “held up” by what they see as frivolous cases. And even when the case is resolved in the plaintiff’s favor, the conditions that gave rise to the lawsuit rarely change. In fact, the contemporary approach to workplace discrimination law perversely comes to reinforce the very hierarchies that antidiscrimination laws were created to redress. Based on rich interviews with plaintiffs, attorneys, and representatives of defendants and an original national dataset on case outcomes, Rights on Trial reveals the fundamental flaws of workplace discrimination law and offers practical recommendations for how we might better respond to persistent patterns of discrimination.
Download or read book Understanding Racial and Ethnic Differences in Health in Late Life written by National Research Council and published by National Academies Press. This book was released on 2004-09-08 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the population of older Americans grows, it is becoming more racially and ethnically diverse. Differences in health by racial and ethnic status could be increasingly consequential for health policy and programs. Such differences are not simply a matter of education or ability to pay for health care. For instance, Asian Americans and Hispanics appear to be in better health, on a number of indicators, than White Americans, despite, on average, lower socioeconomic status. The reasons are complex, including possible roles for such factors as selective migration, risk behaviors, exposure to various stressors, patient attitudes, and geographic variation in health care. This volume, produced by a multidisciplinary panel, considers such possible explanations for racial and ethnic health differentials within an integrated framework. It provides a concise summary of available research and lays out a research agenda to address the many uncertainties in current knowledge. It recommends, for instance, looking at health differentials across the life course and deciphering the links between factors presumably producing differentials and biopsychosocial mechanisms that lead to impaired health.
Download or read book EEOC Compliance Manual written by United States. Equal Employment Opportunity Commission and published by . This book was released on 1992 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.
Download or read book Section 1557 of the Affordable Care Act written by American Dental Association and published by American Dental Association. This book was released on 2017-05-24 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Section 1557 is the nondiscrimination provision of the Affordable Care Act (ACA). This brief guide explains Section 1557 in more detail and what your practice needs to do to meet the requirements of this federal law. Includes sample notices of nondiscrimination, as well as taglines translated for the top 15 languages by state.
Download or read book Algorithms of Oppression written by Safiya Umoja Noble and published by NYU Press. This book was released on 2018-02-20 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author
Download or read book Unequal written by Sandra F. Sperino and published by Oxford University Press. This book was released on 2017-05-01 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is no secret that since the 1980s, American workers have lost power vis-à-vis employers through the well-chronicled steep decline in private sector unionization. American workers have also lost power in other ways. Those alleging employment discrimination have fared increasingly poorly in the courts. In recent years, judges have dismissed scores of cases in which workers presented evidence that supervisors referred to them using racial or gender slurs. In one federal district court, judges dismissed more than 80 percent of the race discrimination cases filed over a year. And when juries return verdicts in favor of employees, judges often second guess those verdicts, finding ways to nullify the jury's verdict and rule in favor of the employer. Most Americans assume that that an employee alleging workplace discrimination faces the same legal system as other litigants. After all, we do not usually think that legal rules vary depending upon the type of claim brought. The employment law scholars Sandra A. Sperino and Suja A. Thomas show in Unequal that our assumptions are wrong. Over the course of the last half century, employment discrimination claims have come to operate in a fundamentally different legal system than other claims. It is in many respects a parallel universe, one in which the legal system systematically favors employers over employees. A host of procedural, evidentiary, and substantive mechanisms serve as barriers for employees, making it extremely difficult for them to access the courts. Moreover, these mechanisms make it fairly easy for judges to dismiss a case prior to trial. Americans are unaware of how the system operates partly because they think that race and gender discrimination are in the process of fading away. But such discrimination still happens in the workplace, and workers now have little recourse to fight it legally. By tracing the modern history of employment discrimination, Sperino and Thomas provide an authoritative account of how our legal system evolved into an institution that is inherently biased against workers making rights claims.
Download or read book Ending Discrimination Against People with Mental and Substance Use Disorders written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-09-03 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimates indicate that as many as 1 in 4 Americans will experience a mental health problem or will misuse alcohol or drugs in their lifetimes. These disorders are among the most highly stigmatized health conditions in the United States, and they remain barriers to full participation in society in areas as basic as education, housing, and employment. Improving the lives of people with mental health and substance abuse disorders has been a priority in the United States for more than 50 years. The Community Mental Health Act of 1963 is considered a major turning point in America's efforts to improve behavioral healthcare. It ushered in an era of optimism and hope and laid the groundwork for the consumer movement and new models of recovery. The consumer movement gave voice to people with mental and substance use disorders and brought their perspectives and experience into national discussions about mental health. However over the same 50-year period, positive change in American public attitudes and beliefs about mental and substance use disorders has lagged behind these advances. Stigma is a complex social phenomenon based on a relationship between an attribute and a stereotype that assigns undesirable labels, qualities, and behaviors to a person with that attribute. Labeled individuals are then socially devalued, which leads to inequality and discrimination. This report contributes to national efforts to understand and change attitudes, beliefs and behaviors that can lead to stigma and discrimination. Changing stigma in a lasting way will require coordinated efforts, which are based on the best possible evidence, supported at the national level with multiyear funding, and planned and implemented by an effective coalition of representative stakeholders. Ending Discrimination Against People with Mental and Substance Use Disorders: The Evidence for Stigma Change explores stigma and discrimination faced by individuals with mental or substance use disorders and recommends effective strategies for reducing stigma and encouraging people to seek treatment and other supportive services. It offers a set of conclusions and recommendations about successful stigma change strategies and the research needed to inform and evaluate these efforts in the United States.
Download or read book Eliminating Health Disparities written by National Research Council and published by National Academies Press. This book was released on 2004-08-09 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disparities in health and health care across racial, ethnic, and socioeconomic backgrounds in the United States are well documented. The reasons for these disparities are, however, not well understood. Current data available on race, ethnicity, SEP, and accumulation and language use are severely limited. The report examines data collection and reporting systems relating to the collection of data on race, ethnicity, and socioeconomic position and offers recommendations.
Download or read book Title IX Grievance Procedures written by and published by . This book was released on 1987 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Race Ethnicity and Language Data written by Institute of Medicine and published by National Academies Press. This book was released on 2009-12-30 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of eliminating disparities in health care in the United States remains elusive. Even as quality improves on specific measures, disparities often persist. Addressing these disparities must begin with the fundamental step of bringing the nature of the disparities and the groups at risk for those disparities to light by collecting health care quality information stratified by race, ethnicity and language data. Then attention can be focused on where interventions might be best applied, and on planning and evaluating those efforts to inform the development of policy and the application of resources. A lack of standardization of categories for race, ethnicity, and language data has been suggested as one obstacle to achieving more widespread collection and utilization of these data. Race, Ethnicity, and Language Data identifies current models for collecting and coding race, ethnicity, and language data; reviews challenges involved in obtaining these data, and makes recommendations for a nationally standardized approach for use in health care quality improvement.
Download or read book Race Color Discrimination written by and published by . This book was released on 2002 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:
