It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    His groundbreaking revelations shed light not just on business but on the way every human being acts and lives around the world. Rapaille’s breakthrough notion is that we acquire a silent system of Codes as we grow up within our culture. These Codes—the Culture Code—are what make us American, or German, or French, and they invisibly shape how we behave in our personal lives, even when we are completely unaware of our motives. What’s more, we can learn to crack the Codes that guide our actions and achieve new understanding of why we do the things we do. Rapaille has used the Culture Code to help Chrysler build the PT Cruiser—the most successful American car launch in recent memory. He has used it to help Procter & Gamble design its advertising campaign for Folger’s coffee – one of the longest-lasting and most successful campaigns in the annals of advertising. He has used it to help companies as diverse as GE, AT&T, Boeing, Honda, Kellogg, and L’Oréal improve their bottom line at home and overseas. And now, in The Culture Code, he uses it to reveal why Americans act distinctly like Americans, and what makes us different from the world around us. In The Culture Code, Dr. Rapaille decodes two dozen of our most fundamental archetypes—ranging from sex to money to health to America itself—to give us “a new set of glasses” with which to view our actions and motivations. Why are we so often disillusioned by love? Why is fat a solution rather than a problem? Why do we reject the notion of perfection? Why is fast food in our lives to stay? The answers are in the Codes. Understanding the Codes gives us unprecedented freedom over our lives. It lets us do business in dramatically new ways. And it finally explains why people around the world really are different, and reveals the hidden clues to understanding us all.

    It is a book that models the types of issues that best suit different approaches and allows students to understand when to use mixed methods. Furthermore, its focus on theory and paradigms is done in a way that helps students decode their meaning." --MARTHA MONTERO-SIEBURTH, University of Massachusetts, BostonNew to the Second Edition:Because mixed methods research has come into its own since the publication of the first edition, every chapter now shows how to implement a mixed methods design in your proposal or plan as well as showing how to implement qualitative and quantitative approaches Ethical issues that may arise in quantitative, qualitative and mixed methods designs have been added to a new section in Chapter 3 Writing tips and considerations have been expanded and moved to the first part of the book to get your research plan started in the right direction The latest developments in qualitative inquiry, including advocacy, participatory, and emancipatory approaches have been added to Chapter 10 Mixed methods procedures (Chapter 11) show readers how to identify types of mixed methods strategy, select data collection and analysis approaches, and plan the overall structure of the study

    In her study of the state of modern humanity, Hannah Arendt considers humankind from the perspective of the actions of which it is capable. The problems Arendt identified then--diminishing human agency and political freedom; the paradox that as human powers increase through technological and humanistic inquiry, we are less equipped to control the consequences of our actions—continue to confront us today.

    We've begun to fall back in love with the very analog goods and ideas the tech gurus insisted that we no longer needed. Businesses that once looked outdated, from film photography to brick-and-mortar retail, are now springing with new life. Notebooks, records, and stationery have become cool again. Behold the Revenge of Analog. David Sax has uncovered story after story of entrepreneurs, small business owners, and even big corporations who've found a market selling not apps or virtual solutions but real, tangible things. As e-books are supposedly remaking reading, independent bookstores have sprouted up across the country. As music allegedly migrates to the cloud, vinyl record sales have grown more than ten times over the past decade. Even the offices of tech giants like Google and Facebook increasingly rely on pen and paper to drive their brightest ideas. Sax's work reveals a deep truth about how humans shop, interact, and even think. Blending psychology and observant wit with first-rate reportage, Sax shows the limited appeal of the purely digital life-and the robust future of the real world outside it.

    It is both witness and tribute to the late theory of mind—the so-called structural theory, with its stress on aggression, indeed the death drive, as the pitiless adversary of eros.Civilization and Its Discontents is one of the last of Freud's books, written in the decade before his death and first published in German in 1929. In it he states his views on the broad question of man's place in the world, a place Freud defines in terms of ceaseless conflict between the individual's quest for freedom and society's demand for conformity.Freud's theme is that what works for civilization doesn't necessarily work for man. Man, by nature aggressive and egotistical, seeks self-satisfaction. But culture inhibits his instinctual drives. The result is a pervasive and familiar guilt.Of the various English translations of Freud's major works to appear in his lifetime, only one was authorized by Freud himself: The Standard Edition of the Complete Psychological Works of Sigmund Freud under the general editorship of James Strachey.Freud approved the overall editorial plan, specific renderings of key words and phrases, and the addition of valuable notes, from bibliographical and explanatory. Many of the translations were done by Strachey himself; the rest were prepared under his supervision. The result was to place the Standard Edition in a position of unquestioned supremacy over all other existing versions.

    That's a lengthy list of charges, but here Eric Schlosser makes them stick with an artful mix of first-rate reportage, wry wit, and careful reasoning.Schlosser's myth-shattering survey stretches from California's subdivisions where the business was born to the industrial corridor along the New Jersey Turnpike where many fast food's flavors are concocted. Along the way, he unearths a trove of fascinating, unsettling truths -- from the unholy alliance between fast food and Hollywood to the seismic changes the industry has wrought in food production, popular culture, and even real estate. (back cover)

    He argues that the development of communication media has transformed the spatial and temporal constitution of social life, creating new forms of action and interaction which are no longer linked to the sharing of a common locale. The consequences of this transformation are far-reaching and impinge on many aspects of our lives, from the most intimate aspects of personal experience and self-formation to the changing nature of power and visibility in the public domain.Combining breadth of vision with sensitivity to detail, this book situates the study of the media where it belongs: among a set of disciplines concerned with the emergence, development and structural characteristics of modern societies and their futures.

     Once one of Silicon Valley’s greatest success stories, Facebook has been under constant fire for the past five years, roiled by controversies and crises. It turns out that while the tech giant was connecting the world, they were also mishandling users’ data, spreading fake news, and amplifying dangerous, polarizing hate speech. The company, many said, had simply lost its way. But the truth is far more complex. Leadership decisions enabled, and then attempted to deflect attention from, the crises. Time after time, Facebook’s engineers were instructed to create tools that encouraged people to spend as much time on the platform as possible, even as those same tools boosted inflammatory rhetoric, conspiracy theories, and partisan filter bubbles. And while consumers and lawmakers focused their outrage on privacy breaches and misinformation, Facebook solidified its role as the world’s most voracious data-mining machine, posting record profits, and shoring up its dominance via aggressive lobbying efforts. Drawing on their unrivaled sources, Sheera Frenkel and Cecilia Kang take readers inside the complex court politics, alliances and rivalries within the company to shine a light on the fatal cracks in the architecture of the tech behemoth. Their explosive, exclusive reporting led them to a shocking conclusion: The missteps of the last five years were not an anomaly but an inevitability—this is how Facebook was built to perform. In a period of great upheaval, growth has remained the one constant under the leadership of Mark Zuckerberg and Sheryl Sandberg. Both have been held up as archetypes of uniquely 21st century executives—he the tech “boy genius” turned billionaire, she the ultimate woman in business, an inspiration to millions through her books and speeches. But sealed off in tight circles of advisers and hobbled by their own ambition and hubris, each has stood by as their technology is coopted by hate-mongers, criminals and corrupt political regimes across the globe, with devastating consequences. In An Ugly Truth, they are at last held accountable.

    Content is the first collection of Doctorow’s infamous articles, essays, and polemics.Here’s why Microsoft should stop treating its customers as criminals (through relentless digital-rights management); how America chose copyright and Happy Meal toys over jobs; why Facebook is taking a faceplant; how Wikipedia is a poor cousin of The Hitchhiker’s Guide to the Galaxy; and, of course, why free e-books kick ass.Accessible to geeks and noobs (if you’re not sure what that means, it’s you) alike, Content is a must-have compilation from Cory Doctorow, who will be glad to take you along for the ride as he effortlessly surfs the zeitgeist.

    It will be a revelation to those who have known Habermas only through his theoretical writing to find his later interests in problems of legitimation and communication foreshadowed in this lucid study of the origins, nature, and evolution of public opinion in democratic societies.

    It is out of this background that the great critic Theodor Adorno emerged. His finest essays are collected here, offering the reader unparalleled insights into Adorno's thoughts on culture. He argued that the culture industry commodified and standardized all art. In turn this suffocated individuality and destroyed critical thinking. At the time, Adorno was accused of everything from overreaction to deranged hysteria by his many detractors. In today's world, where even the least cynical of consumers is aware of the influence of the media, Adorno's work takes on a more immediate significance. The Culture Industry is an unrivalled indictment of the banality of mass culture.

    As he walks with us through dark territories, he points out the significant and reflects on its meaning.”—Mary Pipher, Ph.D., author of Reviving OpheliaThe passage from adolescence to adulthood was once clear. Today, growing up has become more complex and confusing, as young men drift casually through college and beyond—hanging out, partying, playing with tech toys, watching sports. But beneath the appearance of a simple extended boyhood, a more dangerous social world has developed, far away from the traditional signposts and cultural signals that once helped boys navigate their way to manhood—a territory Michael Kimmel has identified as "Guyland."In mapping the troubling social world where men are now made, Kimmel offers a view into the minds and times of America's sons, brothers, and boyfriends, and he works toward redefining what it means to be a man today—and tomorrow. Only by understanding this world and this life stage can we enable young men to chart their own paths, stay true to themselves, and emerge safely from Guyland as responsible and fully formed male adults.

    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

    The shamed are people like us - people who, say, made a joke on social media that came out badly, or made a mistake at work. Once their transgression is revealed, collective outrage circles with the force of a hurricane and the next thing they know they're being torn apart by an angry mob, jeered at, demonized, sometimes even fired from their job. People are using shame as a form of social control.