Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy


Cathy O'Neil - 2016
    Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

Race After Technology: Abolitionist Tools for the New Jim Code


Ruha Benjamin - 2019
    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.If you adopt this book for classroom use in the 2019-2020 academic year, the author would be pleased to arrange to Skype to a session of your class. If interested, enter your details in this sign-up sheet https: //buff.ly/2wJsvZr

Dying of Whiteness: How the Politics of Racial Resentment Is Killing America's Heartland


Jonathan M. Metzl - 2019
    In the era of Donald Trump, many lower- and middle-class white Americans are drawn to politicians who pledge to make their lives great again. But as Dying of Whiteness shows, the policies that result actually place white Americans at ever-greater risk of sickness and death.Physician Jonathan M. Metzl's quest to understand the health implications of "backlash governance" leads him across America's heartland. Interviewing a range of everyday Americans, he examines how racial resentment has fueled pro-gun laws in Missouri, resistance to the Affordable Care Act in Tennessee, and cuts to schools and social services in Kansas. And he shows these policies' costs: increasing deaths by gun suicide, rising dropout rates, and falling life expectancies. White Americans, Metzl argues, must reject the racial hierarchies that promise to aid them but in fact lead our nation to demise.

The Racial Contract


Charles W. Mills - 1997
    Mills demonstrates how this peculiar and unacknowledged "contract" has shaped a system of global European domination: how it brings into existence "whites" and "non-whites," full persons and sub-persons, how it influences white moral theory and moral psychology; and how this system is imposed on non-whites through ideological conditioning and violence.The Racial Contract argues that the society we live in is a continuing white supremacist state. Holding up a mirror to mainstream philosophy, this provocative book explains the evolving outline of the racial contract from the time of the New World conquest and subsequent colonialism to the written slavery contract, to the "separate but equal" system of segregation in the United States. According to Mills, the contract has provided the theoretical architecture justifying an entire history of European atrocity against non-whites, from David Hume's and Immanuel Kant's claims that blacks had inferior cognitive power, to the Holocaust, to the kind of imperialism in Asia that was demonstrated by the Vietnam War. Mills suggests that the ghettoization of philosophical work on race is no accident. This work challenges the assumption that mainstream theory is itself raceless. Just as feminist theory has revealed orthodox political philosophy's invisible white male bias, Mills's explication of the racial contract exposes its racial underpinnings.

Palaces for the People: How Social Infrastructure Can Help Fight Inequality, Polarization, and the Decline of Civic Life


Eric Klinenberg - 2018
     We are living in a time of deep divisions. Americans are sorting themselves along racial, religious, and cultural lines, leading to a level of polarization that the country hasn't seen since the Civil War. Pundits and politicians are calling for us to come together, to find common purpose. But how, exactly, can this be done?In Palaces for the People, Eric Klinenberg suggests a way forward. He believes that the future of democratic societies rests not simply on shared values but on shared spaces: the libraries, childcare centers, bookstores, churches, synagogues, and parks where crucial, sometimes life-saving connections, are formed. These are places where people gather and linger, making friends across group lines and strengthening the entire community. Klinenberg calls this the "social infrastructure" When it is strong, neighborhoods flourish; when it is neglected, as it has been in recent years, families and individuals must fend for themselves.Klinenberg takes us around the globe--from a floating school in Bangladesh to an arts incubator in Chicago, from a soccer pitch in Queens to an evangelical church in Houston--to show how social infrastructure is helping to solve some of our most pressing challenges: isolation, crime, education, addiction, political polarization, and even climate change.Richly reported, elegantly written, and ultimately uplifting, Palaces for the People urges us to acknowledge the crucial role these spaces play in civic life. Our social infrastructure could be the key to bridging our seemingly unbridgeable divides--and safeguarding democracy.

Black Looks: Race and Representation


bell hooks - 1992
    In these twelve essays, bell hooks digs ever deeper into the personal and political consequences of contemporary representations of race and ethnicity within a white supremacist culture.

Qualitative Research Design: An Interactive Approach: 41 (Applied Social Research Methods)


Joseph A. Maxwell - 2012
    It shows how the components of design interact with each other, and provides a strategy for creating coherent and workable relationships among these design components, highlighting key design issues. Written in an informal, jargon-free style, the new Third Edition incorporates examples and hands-on exercises.

Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor


Virginia Eubanks - 2018
    In Pittsburgh, a child welfare agency uses a statistical model to try to predict which children might be future victims of abuse or neglect.Since the dawn of the digital age, decision-making in finance, employment, politics, health and human services has undergone revolutionary change. Today, automated systems—rather than humans—control which neighborhoods get policed, which families attain needed resources, and who is investigated for fraud. While we all live under this new regime of data, the most invasive and punitive systems are aimed at the poor.In Automating Inequality, Virginia Eubanks systematically investigates the impacts of data mining, policy algorithms, and predictive risk models on poor and working-class people in America. The book is full of heart-wrenching and eye-opening stories, from a woman in Indiana whose benefits are literally cut off as she lays dying to a family in Pennsylvania in daily fear of losing their daughter because they fit a certain statistical profile.The U.S. has always used its most cutting-edge science and technology to contain, investigate, discipline and punish the destitute. Like the county poorhouse and scientific charity before them, digital tracking and automated decision-making hide poverty from the middle-class public and give the nation the ethical distance it needs to make inhumane choices: which families get food and which starve, who has housing and who remains homeless, and which families are broken up by the state. In the process, they weaken democracy and betray our most cherished national values.This deeply researched and passionate book could not be more timely.Naomi Klein: "This book is downright scary."Ethan Zuckerman, MIT: "Should be required reading."Dorothy Roberts, author of Killing the Black Body: "A must-read for everyone concerned about modern tools of inequality in America."Astra Taylor, author of The People's Platform: "This is the single most important book about technology you will read this year."

Sisters in Hate: American Women on the Front Lines of White Nationalism


Seyward Darby - 2020
    Trump, journalist Seyward Darby went looking for the women of the so-called alt-right--really just white nationalism with a new label. The mainstream media depicted the alt-right as a bastion of angry white men, but was it? As women headlined resistance to the Trump administration's bigotry and sexism, most notably at the women's marches, Darby wanted to know why others were joining a movement espousing racism and anti-feminism. Who were these women, and what did their activism reveal about America's past, present, and future? Darby researched dozens of women across the country before settling on three: Corinna Olsen, Ayla Stewart, and Lana Lokteff. Each was born in 1979 and became a white nationalist in the post-9/11 era. Their respective stories of radicalization upend much of what we assume about women, politics, and political extremism.

The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power


Shoshana Zuboff - 2018
    The stakes could not be higher: a global architecture of behavior modification threatens human nature in the twenty-first century just as industrial capitalism disfigured the natural world in the twentieth.Zuboff vividly brings to life the consequences as surveillance capitalism advances from Silicon Valley into every economic sector. Vast wealth and power are accumulated in ominous new "behavioral futures markets," where predictions about our behavior are bought and sold, and the production of goods and services is subordinated to a new "means of behavioral modification."The threat has shifted from a totalitarian Big Brother state to a ubiquitous digital architecture: a "Big Other" operating in the interests of surveillance capital. Here is the crucible of an unprecedented form of power marked by extreme concentrations of knowledge and free from democratic oversight. Zuboff's comprehensive and moving analysis lays bare the threats to twenty-first century society: a controlled "hive" of total connection that seduces with promises of total certainty for maximum profit--at the expense of democracy, freedom, and our human future.With little resistance from law or society, surveillance capitalism is on the verge of dominating the social order and shaping the digital future--if we let it.Table of contentsINTRODUCTION1. Home or exile in the digital futureI. THE FOUNDATIONS OF SURVEILLANCE CAPITALISM2. August 9, 2011: Setting the stage for Surveillance Capitalism3. The discovery of behavioral surplus4. The moat around the castle5. The elaboration of Surveillance Capitalism: Kidnap, corner, compete6. Hijacked: The division of learning in societyII. THE ADVANCE OF SURVEILLANCE CAPITALISM7. The reality business8. Rendition: From experience to data9. Rendition from the depths10. Make them dance11. The right to the future tenseIII. INSTRUMENTARIAN POWER FOR A THIRD MODERNITY12. Two species of power13. Big Other and the rise of instrumentarian power14. A utopia of certainty15, The instrumentarian collective16. Of life in the hive17. The right to sanctuaryCONCLUSION18. A coup from aboveAcknowledgementsAbout the authorDetailed table of contentsNotesIndex

Crazy Like Us: The Globalization of the American Psyche


Ethan Watters - 2009
    But is it possible America's most troubling impact on the globalizing world has yet to be accounted for? In "Crazy Like Us," Ethan Watters reveals that the most devastating consequence of the spread of American culture has not been our golden arches or our bomb craters but our bulldozing of the human psyche itself: We are in the process of homogenizing the way the world goes mad. America has been the world leader in generating new mental health treatments and modern theories of the human psyche. We export our psychopharmaceuticals packaged with the certainty that our biomedical knowledge will relieve the suffering and stigma of mental illness. We categorize disorders, thereby defining mental illness and health, and then parade these seemingly scientific certainties in front of the world. The blowback from these efforts is just now coming to light: It turns out that we have not only been changing the way the world talks about and treats mental illness -- we have been changing the mental illnesses themselves.For millennia, local beliefs in different cultures have shaped the experience of mental illness into endless varieties." Crazy Like Us" documents how American interventions have discounted and worked to change those indigenous beliefs, often at a dizzying rate. Over the last decades, mental illnesses popularized in America have been spreading across the globe with the speed of contagious diseases. Watters travels from China to Tanzania to bring home the unsettling conclusion that the virus is us: As we introduce Americanized ways of treating mental illnesses, we are in fact spreading the diseases.In post-tsunami Sri Lanka, Watters reports on the Western trauma counselors who, in their rush to help, inadvertently trampled local expressions of grief, suffering, and healing. In Hong Kong, he retraces the last steps of the teenager whose death sparked an epidemic of the American version of anorexia nervosa. Watters reveals the truth about a multi-million-dollar campaign by one of the world's biggest drug companies to change the Japanese experience of depression -- literally marketing the disease along with the drug.But this book is not just about the damage we've caused in faraway places. Looking at our impact on the psyches of people in other cultures is a gut check, a way of forcing ourselves to take a fresh look at our own beliefs about mental health and healing. When we examine our assumptions from a farther shore, we begin to understand how our own culture constantly shapes and sometimes creates the mental illnesses of our time. By setting aside our role as the world's therapist, we may come to accept that we have as much to learn from other cultures' beliefs about the mind as we have to teach.

Faces at the Bottom of the Well: The Permanence of Racism


Derrick A. Bell - 1992
    These essays shed light on some of the most perplexing and vexing issues of our day: affirmative action, the disparity between civil rights law and reality, the “racist outbursts” of some black leaders, the temptation toward violent retaliation, and much more.

How the Irish Became White


Noel Ignatiev - 1995
    He uncovers the roots of conflict between Irish-Americans & African-Americans & draws a powerful connection between the embracing of white supremacy & Irish "success" in 19th century American society.

Scenes of Subjection: Terror, Slavery, and Self-Making in Nineteenth-Century America


Saidiya Hartman - 1997
    Scenes of Subjection examines the forms of domination that usually go undetected; in particular, the encroachments of power that take place through notions of humanity, enjoyment, protection, rights, and consent. By looking at slave narratives, plantation diaries, popular theater, slave performance, freedmen's primers, and legal cases, Hartman investigates a wide variety of "scenes" ranging from the auction block and minstrel show to the staging of the self-possessed and rights-bearing individual of freedom.While attentive to the performance of power--the terrible spectacles of slaveholders' dominion and the innocent amusements designed to abase and pacify the enslaved--and the entanglements of pleasure and terror in these displays of mastery, Hartman also examines the possibilities for resistance, redress and transformation embodied in black performance and everyday practice.This important study contends that despite the legal abolition of slavery, emergent notions of individual will and responsibility revealed the tragic continuities between slavery and freedom. Bold and persuasively argued, Scenes of Subjection will engage readers in a broad range of historical, literary, and cultural studies.

Racecraft: The Soul of Inequality in American Life


Karen E. Fields - 2012
    Sociologist Karen E. Fields and historian Barbara J. Fields argue otherwise: the practice of racism produces the illusion of race, through what they call “racecraft.” And this phenomenon is intimately entwined with other forms of inequality in American life. So pervasive are the devices of racecraft in American history, economic doctrine, politics, and everyday thinking that the presence of racecraft itself goes unnoticed.That the promised post-racial age has not dawned, the authors argue, reflects the failure of Americans to develop a legitimate language for thinking about and discussing inequality. That failure should worry everyone who cares about democratic institutions.