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Discriminating Risk

Discriminating Risk
Author: Guy Stuart
Publisher: Cornell University Press
Total Pages: 264
Release: 2018-07-05
Genre: Political Science
ISBN: 1501729969

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The U.S. home mortgage industry first formalized risk criteria in the 1920s and 1930s to determine which applicants should receive funds. Over the past eighty years, these formulae have become more sophisticated. Guy Stuart demonstrates that the very concepts on which lenders base their decisions reflect a set of social and political values about "who deserves what." Stuart examines the fine line between licit choice and illicit discrimination, arguing that lenders, while eradicating blatantly discriminatory practices, have ignored the racial and economic-class biases that remain encoded in their decision processes. He explains why African Americans and Latinos continue to be at a disadvantage in gaining access to loans: discrimination, he finds, results from the interaction between the way lenders make decisions and the way they shape the social structure of the mortgage and housing markets.Mortgage lenders, Stuart contends, are embedded in and shape a social context that can best be understood in terms of rules, networks, and the production of space. Stuart's history of lenders' risk criteria reveals that they were synthesized from rules of thumb, cultural norms, and untested theories. In addition, his interviews with real estate and lending professionals in the Chicago housing market show us how the criteria are implemented today. Drawing on census and Home Mortgage Disclosure Act data for quantitative support, Stuart concludes with concrete policy proposals that take into account the social structure in which lenders make decisions.


Calculating Race

Calculating Race
Author: Benjamin Wiggins
Publisher: Oxford University Press
Total Pages: 176
Release: 2020-10-08
Genre: History
ISBN: 0197504019

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In Calculating Race, Benjamin Wiggins analyzes the historical relationship between statistical risk assessment and race in the United States. He illustrates how, through a reliance on the variable of race, actuarial science transformed the nature of racism and helped usher racial disparities in wealth, incarceration, and housing from the nineteenth century into the twentieth. Wiggins begins by tracing how the life insurance industry utilized race in its calculations at the end of the nineteenth century, focusing particularly on Prudential and its aggressive battles with state regulators to discriminate against clients and adjust rates on the basis of race. He then turns his focus to the collection of racial statistics in the Illinois state penitentiary system in the late nineteenth century and the state's subsequent development of predictive sentencing and parole formulas in the 1920s that weighed race as a key factor. Next, he investigates the role of race in the state-sponsored mortgage insurance program of the Federal Housing Administration between the start of the New Deal and the beginning of the Cold War and its prolonged effects on mortgage lending. Wiggins concludes with an analysis of the use of race in the statistical risk assessments across financial institutions and government programs during the post-civil rights movement era, and how that practice has been transformed in the twenty-first century through "proxy" variables which stand in for the now taboo category of race. Offering readers a new perspective on the historical importance of actuarial science in structural racism, Calculating Race is a particularly timely contribution as Big Data and algorithmic decision making increasingly pervade our lives.


Ending Discrimination Against People with Mental and Substance Use Disorders

Ending Discrimination Against People with Mental and Substance Use Disorders
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 171
Release: 2016-09-03
Genre: Social Science
ISBN: 0309439124

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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.


The Risk of Discrimination in the Digital Market

The Risk of Discrimination in the Digital Market
Author: Sara Tommasi
Publisher: Springer Nature
Total Pages: 111
Release: 2023-11-29
Genre: Law
ISBN: 3031436407

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The book starts with an analysis of what is new in the Digital Services Act. The aim is to see whether this new Regulation is appropriate both for not halting technological innovation and for addressing the risks that technological innovation poses to society and to the people who use digital services. The focal point is the risk of discrimination as people are often helpless in the face of the potential discriminations in the digital services sector. In particular, the book analyses how the Digital Services Act can make a concrete contribution to the protection against discrimination. To this end, it focuses on the responsibility of digital service providers and the fact that discrimination may also depend on the way in which algorithms and artificial intelligence systems are used. Therefore, a comparison is made between the Digital Services Act and the proposed Artificial Intelligence Act. The comparison discloses that the risk-based approach is the common thread followed by the EU in regulating the digital market. The book elaborates also on the practical implications of the risk-based approach. Highlighting advantages and limitations leading the author to conclude that the risk-based approach is the way forward only if the differences between risk and danger, the limits of law, and the limits of the tendency to humanise artificial intelligence systems are considered. With specific reference to the risk of discrimination, the need for a systemic and multi-level approach is highlighted, which reinforces the contribution that can be made not only by the Digital Services Act, but also by more general and cross-cutting legislation as those on data protection and unfair commercial practices.


Housing Discrimination

Housing Discrimination
Author: Robert G. Schwemm
Publisher: C. Boardman
Total Pages: 892
Release: 1990
Genre: Discrimination in housing
ISBN:

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Algorithms of Oppression

Algorithms of Oppression
Author: Safiya Umoja Noble
Publisher: NYU Press
Total Pages: 245
Release: 2018-02-20
Genre: Computers
ISBN: 1479837245

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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


Measuring Racial Discrimination

Measuring Racial Discrimination
Author: National Research Council
Publisher: National Academies Press
Total Pages: 335
Release: 2004-07-24
Genre: Social Science
ISBN: 0309091268

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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.


Human Capital in History

Human Capital in History
Author: Leah Platt Boustan
Publisher: University of Chicago Press
Total Pages: 419
Release: 2014-11-05
Genre: Business & Economics
ISBN: 022616389X

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This volume honours the contributions Claudia Goldin has made to scholarship and teaching in economic history and labour economics. The chapters address some closely integrated issues: the role of human capital in the long-term development of the American economy, trends in fertility and marriage, and women's participation in economic change.


Surveillance as Social Sorting

Surveillance as Social Sorting
Author: David Lyon
Publisher: Routledge
Total Pages: 302
Release: 2005-08-19
Genre: Medical
ISBN: 1134469047

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The book moves the debate beyond alarmist, 'Big Brother' treatments or complacent assumptions that once fair information principles are in place all is well, to a constructive and thought-provoking level.