Download or read book Discrimination by Default written by Lu-in Wang and published by NYU Press. This book was released on 2008-04 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on social psychology to detail three ways in which unconscious assumptions can lead to discrimination, this book demonstrates how these dynamics interact in medical care to produce an invisible, self-fulfilling, and self-perpetuating prophecy of racial disparity.
Download or read book Race After Technology written by Ruha Benjamin and published by John Wiley & Sons. This book was released on 2019-07-09 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: From everyday apps to complex algorithms, Ruha Benjamin cuts through tech-industry hype to understand how emerging technologies can reinforce White supremacy and deepen social inequity. Benjamin argues that automation, far from being a sinister story of racist programmers scheming on the dark web, has the potential to hide, speed up, and deepen discrimination while appearing neutral and even benevolent when compared to the racism of a previous era. Presenting the concept of the “New Jim Code,” she shows how a range of discriminatory designs encode inequity by explicitly amplifying racial hierarchies; by ignoring but thereby replicating social divisions; or by aiming to fix racial bias but ultimately doing quite the opposite. Moreover, she makes a compelling case for race itself as a kind of technology, designed to stratify and sanctify social injustice in the architecture of everyday life. This illuminating guide provides conceptual tools for decoding tech promises with sociologically informed skepticism. In doing so, it challenges us to question not only the technologies we are sold but also the ones we ourselves manufacture. Visit the book's free Discussion Guide: www.dropbox.com
Download or read book Discriminating Data written by Wendy Hui Kyong Chun and published by MIT Press. This book was released on 2021-11-02 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: How big data and machine learning encode discrimination and create agitated clusters of comforting rage. In Discriminating Data, Wendy Hui Kyong Chun reveals how polarization is a goal—not an error—within big data and machine learning. These methods, she argues, encode segregation, eugenics, and identity politics through their default assumptions and conditions. Correlation, which grounds big data’s predictive potential, stems from twentieth-century eugenic attempts to “breed” a better future. Recommender systems foster angry clusters of sameness through homophily. Users are “trained” to become authentically predictable via a politics and technology of recognition. Machine learning and data analytics thus seek to disrupt the future by making disruption impossible. Chun, who has a background in systems design engineering as well as media studies and cultural theory, explains that although machine learning algorithms may not officially include race as a category, they embed whiteness as a default. Facial recognition technology, for example, relies on the faces of Hollywood celebrities and university undergraduates—groups not famous for their diversity. Homophily emerged as a concept to describe white U.S. resident attitudes to living in biracial yet segregated public housing. Predictive policing technology deploys models trained on studies of predominantly underserved neighborhoods. Trained on selected and often discriminatory or dirty data, these algorithms are only validated if they mirror this data. How can we release ourselves from the vice-like grip of discriminatory data? Chun calls for alternative algorithms, defaults, and interdisciplinary coalitions in order to desegregate networks and foster a more democratic big data.
Download or read book How to Be a Young Antiracist written by Ibram X. Kendi and published by Penguin. This book was released on 2023-09-12 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The #1 New York Times bestseller that sparked international dialogue is now in paperback for young adults! Based on the adult bestseller by Ibram X. Kendi, and co-authored by bestselling author Nic Stone, How to be a (Young) Antiracist will serve as a guide for teens seeking a way forward in acknowledging, identifying, and dismantling racism and injustice. The New York Times bestseller How to be an Antiracist by Ibram X. Kendi is shaping the way a generation thinks about race and racism. How to be a (Young) Antiracist is a dynamic reframing of the concepts shared in the adult book, with young adulthood front and center. Aimed at readers 12 and up, and co-authored by award-winning children's book author Nic Stone, How to be a (Young) Antiracist empowers teen readers to help create a more just society. Antiracism is a journey--and now young adults will have a map to carve their own path. Kendi and Stone have revised this work to provide anecdotes and data that speaks directly to the experiences and concerns of younger readers, encouraging them to think critically and build a more equitable world in doing so.
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 Cityscape written by and published by . This book was released on 1996 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Processes of Prejudice written by Dominic Abrams and published by . This book was released on 2010 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Pattern Discrimination written by Clemens Apprich and published by U of Minnesota Press. This book was released on 2018-11-13 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do “human” prejudices reemerge in algorithmic cultures allegedly devised to be blind to them? How do “human” prejudices reemerge in algorithmic cultures allegedly devised to be blind to them? To answer this question, this book investigates a fundamental axiom in computer science: pattern discrimination. By imposing identity on input data, in order to filter—that is, to discriminate—signals from noise, patterns become a highly political issue. Algorithmic identity politics reinstate old forms of social segregation, such as class, race, and gender, through defaults and paradigmatic assumptions about the homophilic nature of connection. Instead of providing a more “objective” basis of decision making, machine-learning algorithms deepen bias and further inscribe inequality into media. Yet pattern discrimination is an essential part of human—and nonhuman—cognition. Bringing together media thinkers and artists from the United States and Germany, this volume asks the urgent questions: How can we discriminate without being discriminatory? How can we filter information out of data without reinserting racist, sexist, and classist beliefs? How can we queer homophilic tendencies within digital cultures?
Download or read book White Fragility written by Dr. Robin DiAngelo and published by Beacon Press. This book was released on 2018-06-26 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The New York Times best-selling book exploring the counterproductive reactions white people have when their assumptions about race are challenged, and how these reactions maintain racial inequality. In this “vital, necessary, and beautiful book” (Michael Eric Dyson), antiracist educator Robin DiAngelo deftly illuminates the phenomenon of white fragility and “allows us to understand racism as a practice not restricted to ‘bad people’ (Claudia Rankine). Referring to the defensive moves that white people make when challenged racially, white fragility is characterized by emotions such as anger, fear, and guilt, and by behaviors including argumentation and silence. These behaviors, in turn, function to reinstate white racial equilibrium and prevent any meaningful cross-racial dialogue. In this in-depth exploration, DiAngelo examines how white fragility develops, how it protects racial inequality, and what we can do to engage more constructively.
Download or read book Beyond Discrimination written by Fredrick C. Harris and published by Russell Sage Foundation. This book was released on 2013-06-30 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nearly a half century after the civil rights movement, racial inequality remains a defining feature of American life. Along a wide range of social and economic dimensions, African Americans consistently lag behind whites. This troubling divide has persisted even as many of the obvious barriers to equality, such as state-sanctioned segregation and overt racial hostility, have markedly declined. How then can we explain the stubborn persistence of racial inequality? In Beyond Discrimination: Racial Inequality in a Post-Racist Era, a diverse group of scholars provides a more precise understanding of when and how racial inequality can occur without its most common antecedents, prejudice and discrimination. Beyond Discrimination focuses on the often hidden political, economic and historical mechanisms that now sustain the black-white divide in America. The first set of chapters examines the historical legacies that have shaped contemporary race relations. Desmond King reviews the civil rights movement to pinpoint why racial inequality became an especially salient issue in American politics. He argues that while the civil rights protests led the federal government to enforce certain political rights, such as the right to vote, addressing racial inequities in housing, education, and income never became a national priority. The volume then considers the impact of racial attitudes in American society and institutions. Phillip Goff outlines promising new collaborations between police departments and social scientists that will improve the measurement of racial bias in policing. The book finally focuses on the structural processes that perpetuate racial inequality. Devin Fergus discusses an obscure set of tax and insurance policies that, without being overtly racially drawn, penalizes residents of minority neighborhoods and imposes an economic handicap on poor blacks and Latinos. Naa Oyo Kwate shows how apparently neutral and apolitical market forces concentrate fast food and alcohol advertising in minority urban neighborhoods to the detriment of the health of the community. As it addresses the most pressing arenas of racial inequality, from education and employment to criminal justice and health, Beyond Discrimination exposes the unequal consequences of the ordinary workings of American society. It offers promising pathways for future research on the growing complexity of race relations in the United States.
Download or read book Discrimination Copyright and Equality written by Paul Harpur and published by Cambridge University Press. This book was released on 2017-04-03 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: While equality laws operate to enable access to information, these laws have limited power over the overriding impact of market forces and copyright laws that focus on restricting access to information. Technology now creates opportunities for everyone in the world, regardless of their abilities or disabilities, to be able to access the written word – yet the print disabled are denied reading equality, and have their access to information limited by laws protecting the mainstream use and consumption of information. The Convention on the Rights of Persons with Disabilities and the World Intellectual Property Organization's Marrakesh Treaty have swept in a new legal paradigm. This book contributes to disability rights scholarship, and builds on ideas of digital equality and rights to access in its analysis of domestic disability anti-discrimination, civil rights, human rights, constitutional rights, copyright and other equality measures that promote and hinder reading equality.
Download or read book The Routledge Handbook of the Ethics of Discrimination written by Kasper Lippert-Rasmussen and published by Routledge. This book was released on 2017-08-23 with total page 1020 pages. Available in PDF, EPUB and Kindle. Book excerpt: While it has many connections to other topics in normative and applied ethics, discrimination is a central subject in philosophy in its own right. It plays a significant role in relation to many real-life complaints about unjust treatment or unjust inequalities, and it raises a number of questions in political and moral philosophy, and in legal theory. Some of these questions include: what distinguishes the concept of discrimination from the concept of differential treatment? What distinguishes direct from indirect discrimination? Is discrimination always morally wrong? What makes discrimination wrong? How should we eliminate the effects of discrimination? By covering a wide range of topics, and by doing so in a way that does not assume prior acquaintance, this handbook enables the reader to get to grips with the omnipresent issue. The Routledge Handbook of the Ethics of Discrimination is an outstanding reference source to this exciting subject and the first collection of its kind. Comprising over thirty chapters by a team of international contributors the handbook is divided into six main parts: • conceptual issues • the wrongness of discrimination • groups of ‘discriminatees’ • sites of discrimination • causes and means • history of discrimination. Essential reading for students and researchers in applied ethics and political philosophy the handbook will also be very useful for those in related fields, such as law, sociology and politics.
Download or read book Code of Massachusetts regulations 1988 written by and published by . This book was released on 1988 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: Archival snapshot of entire looseleaf Code of Massachusetts Regulations held by the Social Law Library of Massachusetts as of January 2020.
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 Linguistic Discrimination in US Higher Education written by Gaillynn Clements and published by Routledge. This book was released on 2021-03-30 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines different forms of language and dialect discrimination on U.S. college campuses, where relevant protections in K-12 schools and the workplace are absent. Real-world case studies at intersections with class, race, gender, and ability explore pedagogical and social manifestations and long-term impacts of this prejudice between and among students, faculty, and administrators. With chapters by experts including Walt Wolfram and Christina Higgins, this book will be useful for students in courses in language & power and language variety, among others; researchers in sociolinguistics, education, identity studies, and justice & equity studies; and diversity officers looking to understand and combat this bias.
Download or read book Discrimination in Childhood and Adolescence written by Christia Spears Brown and published by Psychology Press. This book was released on 2017-03-27 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discrimination impacts most youth at some point. Almost all children and adolescents belong to at least one stigmatized group, whether they are a Black or Latino boy in school; an immigrant or refugee; a gay, lesbian, or bisexual teen; or a girl in physics class. Discrimination on the basis of race/ethnicity, immigration status, gender, sexual orientation, and gender identity can have long-term academic, psychological, and social repercussions, especially when it is directed at a cognitively developing child or an emotionally vulnerable adolescent. How children and adolescents are impacted by this discrimination depends on their cognitive ability to perceive the bias, the context in which the bias occurs, and resources they have to help cope with the bias. This book details, synthesizes, and analyzes the perception and impact of discrimination in childhood and adolescence across multiple stigmatized social groups to help us better understand the complex phenomenon of discrimination and its long-term consequences. By looking at the similarities and differences in discrimination across all social groups, we can more fully understand its mechanisms of influence. Before we can fully address the persistent achievement gap between White and ethnic minority children, the high rates of suicidal thoughts among LGBT youth, and the underrepresentation of girls in STEM careers, we must first examine the ways in which discrimination influences and is understood by children, with their unique cognitive constraints and within the specific contexts in which they live.
Download or read book I m Not Racist But 40 Years of the Racial Discrimination Act written by Tim Soutphommasane and published by NewSouth. This book was released on 2015-06-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is Australia a 'racist' country? Why do issues of race and culture seem to ignite public debate so readily? Tim Soutphommasane, Australia's Race Discrimination Commissioner, reflects on the national experience of racism and the progress that has been made since the introduction of the Racial Discrimination Act in 1975. As the first federal human rights and discrimination legislation, the Act was a landmark demonstration of Australia's commitment to eliminating racism. Published to coincide with the Act's fortieth anniversary, this book gives a timely and incisive account of the history of racism, the limits of free speech, the dimensions of bigotry and the role of legislation in our society's response to discrimination. With contributions by Maxine Beneba Clarke, Bindi Cole Chocka, Benjamin Law, Alice Pung and Christos Tsiolkas.
