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.

Emotions Revealed: Recognizing Faces and Feelings to Improve Communication and Emotional Life


Paul Ekman - 2003
    In Emotions Revealed, he assembles his research and theories to provide a comprehensive look at the evolutionary roots of human emotions, including anger, sadness, fear, disgust, and happiness. Drawing on decades of fieldwork, Ekman shows that emotions are deeply embedded in the human species. In the process, he answers such questions as: What triggers emotions and can we stop them? How does our body signal to others whether we are slightly sad or anguished, peeved or enraged? Can we learn to distinguish between a polite smile and the genuine thing? Can we ever truly control our emotions? Unique exercises and photographs help readers identify emotions in themselves and others. Emotions Revealed is a practical, mind-opening, and potentially life-changing exploration of science and self. c

I'll Be Short: Essentials for a Decent Working Society


Robert B. Reich - 2002
    It's bad for society, especially now. . . . Call me crotchety, but I can't help asking, whatever happened to the social contract?'The get-rich-quick exuberance of the late nineties may have temporarily blinded us to how dependent we are on one another. Subsequent events serve as reminders that the strength of our economy and the security of our society rest on the bonds that connect us. But what, specifically, are these bonds? What do we owe one another as members of the same society?With his characteristic humor, humanity, and candor, one of the nation's most distinguished public leaders and thinkers delivers a fresh vision of politics by returning to basic American values: workers should share in the success of their companies; those who work should not have to live in poverty; and everyone should have access to an education that will better their chances in life.An insider who knows how the economy and government really work, Reich combines realistic solutions with democratic ideals. Businesses do have civic responsibilities, and government must stem a widening income gap that threatens to stratify our nation. And everyone must get involved to help return us to a society that works for everyone.

The Spirit Level: Why More Equal Societies Almost Always Do Better


Richard G. Wilkinson - 2009
    Why do we mistrust people more in the UK than in Japan? Why do Americans have higher rates of teenage pregnancy than the French? What makes the Swedish thinner than the Greeks? The answer: inequality. This groundbreaking book, based on years of research, provides hard evidence to show how almost everything—-from life expectancy to depression levels, violence to illiteracy-—is affected not by how wealthy a society is, but how equal it is. Urgent, provocative and genuinely uplifting, The Spirit Level has been heralded as providing a new way of thinking about ourselves and our communities, and could change the way you see the world.

Language and Symbolic Power


Pierre Bourdieu - 1982
    Bourdieu develops a forceful critique of traditional approaches to language, including the linguistic theories of Saussure and Chomsky and the theory of speech-acts elaborated by Austin and others. He argues that language should be viewed not only as a means of communication but also as a medium of power through which individuals pursue their own interests and display their practical competence.Drawing on the concepts that are part of his distinctive theoretical approach, Bourdieu maintains that linguistic utterances or expressions can be understood as the product of the relation between a "linguistic market" and a "linguistic habitus." When individuals use language in particular ways, they deploy their accumulated linguistic resources and implicitly adapt their words to the demands of the social field or market that is their audience. Hence every linguistic interaction, however personal or insignificant it may seem, bears the traces of the social structure that it both expresses and helps to reproduce.Bourdieu's account sheds fresh light on the ways in which linguistic usage varies according to considerations such as class and gender. It also opens up a new approach to the ways in which language is used in the domain of politics. For politics is, among other things, the arena in which words are deeds and the symbolic character of power is at stake.This volume, by one of the leading social thinkers in the world today, represents a major contribution to the study of language and power. It will be of interest to students throughout the social sciences and humanities, especially in sociology, politics, anthropology, linguistics, and literature.

Why Manners Matter: The Case for Civilized Behavior in a Barbarous World


Lucinda Holdforth - 2008
    Her best friend paused before saying, “Well, you do say “f***” a lot.” Welcome to the interesting quagmire Lucinda Holdforth finds herself in. She believes that manners are essential to civilization. Yet according to the knife-and-fork snobs, or exclusive bores, her modern-day attitude might not scream manners. And in this age of global warming and warfare, aren’t manners frivolous? Do manners really matter? Yes! she passionately exclaims. Citing everyone from Tocqueville to Proust to Borat, Holdforth shows how manners, —which many of us might think are inconsequential, —are actually the cornerstone of civilization. Incredibly smart, the book illustrates how the philosophies of the greatest thinkers are relevant to our very modern lives.

Asking for It: The Alarming Rise of Rape Culture and What We Can Do about It


Kate Harding - 2014
    Congressman Todd Akin’s “legitimate” gaffe. The alleged rape crew of Steubenville, Ohio. Sexual violence has been so prominent in recent years that the feminist term “rape culture” has finally entered the mainstream. But what, exactly, is it? And how do we change it? In Asking for It, Kate Harding answers those questions in the same blunt, bullshit-free voice that’s made her a powerhouse feminist blogger. Combining in-depth research with practical knowledge, Asking for It makes the case that twenty-first century America—where it’s estimated that out of every 100 rapes only 5 result in felony convictions—supports rapists more effectively than victims. Harding offers ideas and suggestions for addressing how we as a culture can take rape much more seriously without compromising the rights of the accused.

Unwanted Advances: Sexual Paranoia Comes to Campus


Laura Kipnis - 2017
    Next she was brought up on Title IX complaints for creating a "hostile environment." Defying confidentiality strictures, she wrote a whistleblowing essay about the ensuing seventy-two-day investigation, which propelled her to the center of national debates over free speech, "safe spaces," and the vast federal overreach of Title IX.In the process she uncovered an astonishing netherworld of accused professors and students, campus witch hunts, rigged investigations, and Title IX officers run amuck. Drawing on interviews and internal documents, Unwanted Advances demonstrates the chilling effect of this new sexual McCarthyism on intellectual freedom. Without minimizing the seriousness of campus assault, Kipnis argues for more honesty about the sexual realities and ambivalences hidden behind the notion of "rape culture." Instead, regulation is replacing education, and women’s hard-won right to be treated as consenting adults is being repealed by well-meaning bureaucrats.Unwanted Advances is a risk-taking, often darkly funny interrogation of feminist paternalism, the covert sexual conservatism of hook-up culture, and the institutionalized backlash of holding men alone responsible for mutually drunken sex. It’s not just compulsively readable, it will change the national conversation.

Class Matters


The New York Times - 2005
    We have no hereditary aristocracy or landed gentry, and even the poorest among us feel that they can become rich through education, hard work, or sheer gumption. And yet social class remains a powerful force in American life.In Class Matters, a team of New York Times reporters explores the ways in which class--defined as a combination of income, education, wealth, and occupation--influences destiny in a society that likes to think of itself as a land of opportunity. We meet individuals in Kentucky and Chicago who have used education to lift themselves out of poverty and others in Virginia and Washington whose lack of education holds them back. We meet an upper-middle-class family in Georgia who moves to a different town every few years, and the newly rich in Nantucket whose mega-mansions have driven out the longstanding residents. And we see how class disparities manifest themselves at the doctor's office and at the marriage altar.For anyone concerned about the future of the American dream, Class Matters is truly essential reading.Class Matters is a beautifully reported, deeply disturbing, portrait of a society bent out of shape by harsh inequalities. Read it and see how you fit into the problem or--better yet--the solution!--Barbara Ehrenreich, author of Nickel and Dimed and Bait and Switch

What's Wrong with the World


G.K. Chesterton - 1910
    A steadfast champion of the working man, family, and faith, Chesterton eloquently opposed materialism, snobbery, hypocrisy, and any adversary of freedom and simplicity in modern society.Culled from the thousands of essays he contributed to newspapers and periodicals over his lifetime, the critical works collected for this edition pulse with the author's unique brand of clever commentary. As readable and rewarding today as when they were written over a century ago, these pieces offer Chesterton's unparalleled analysis of contemporary ideals, his incisive critique of modern efficiency, and his humorous but heartfelt defense of the common man against trendsetting social assaults.

A Framework for Understanding Poverty


Ruby K. Payne - 1995
    The reality of being poor brings out a survival mentality, and turns attention away from opportunities taken for granted by everyone else. If you work with people from poverty, some understanding of how different their world is from yours will be invaluable. Whether you're an educator--or a social, health, or legal services professional--this breakthrough book gives you practical, real-world support and guidance to improve your effectiveness in working with people from all socioeconomic backgrounds. Since 1995 A Framework for Understanding Poverty has guided hundreds of thousands of educators and other professionals through the pitfalls and barriers faced by all classes, especially the poor. Carefully researched and packed with charts, tables, and questionnaires, Framework not only documents the facts of poverty, it provides practical yet compassionate strategies for addressing its impact on people's lives.

Blindspot: Hidden Biases of Good People


Mahzarin R. Banaji - 2013
    Banaji and Anthony G. Greenwald as they explore the hidden biases we all carry from a lifetime of exposure to cultural attitudes about age, gender, race, ethnicity, religion, social class, sexuality, disability status, and nationality.“Blindspot” is the authors’ metaphor for the portion of the mind that houses hidden biases. Writing with simplicity and verve, Banaji and Greenwald question the extent to which our perceptions of social groups—without our awareness or conscious control—shape our likes and dislikes and our judgments about people’s character, abilities, and potential.In Blindspot, the authors reveal hidden biases based on their experience with the Implicit Association Test, a method that has revolutionized the way scientists learn about the human mind and that gives us a glimpse into what lies within the metaphoric blindspot.The title’s “good people” are those of us who strive to align our behavior with our intentions. The aim of Blindspot is to explain the science in plain enough language to help well-intentioned people achieve that alignment. By gaining awareness, we can adapt beliefs and behavior and “outsmart the machine” in our heads so we can be fairer to those around us. Venturing into this book is an invitation to understand our own minds.Brilliant, authoritative, and utterly accessible, Blindspot is a book that will challenge and change readers for years to come.Praise for Blindspot  “Conversational . . . easy to read, and best of all, it has the potential, at least, to change the way you think about yourself.”—Leonard Mlodinow, The New York Review of Books  “Accessible and authoritative . . . While we may not have much power to eradicate our own prejudices, we can counteract them. The first step is to turn a hidden bias into a visible one. . . . What if we’re not the magnanimous people we think we are?”—The Washington Post  “Banaji and Greenwald deserve a major award for writing such a lively and engaging book that conveys an important message: Mental processes that we are not aware of can affect what we think and what we do. Blindspot is one of the most illuminating books ever written on this topic.”—Elizabeth F. Loftus, Ph.D., distinguished professor, University of California, Irvine; past president, Association for Psychological Science; author of Eyewitness Testimony   “A wonderfully cogent, socially relevant, and engaging book that helps us think smarter and more humanely. This is psychological science at its best, by two of its shining stars.”—David G. Myers, professor, Hope College, and author of Intuition: Its Powers and Perils   “[The authors’] work has revolutionized social psychology, proving that—unconsciously—people are affected by dangerous stereotypes.”—Psychology Today“An accessible and persuasive account of the causes of stereotyping and discrimination . . . Banaji and Greenwald will keep even nonpsychology students engaged with plenty of self-examinations and compelling elucidations of case studies and experiments.”—Publishers Weekly   “A stimulating treatment that should help readers deal with irrational biases that they would otherwise consciously reject.”—Kirkus Reviews

Keeping the Wonder: An Educator's Guide to Magical, Engaging, and Joyful Learning


Jenna Copper - 2021
    

Running the Room: The Teacher's Guide to Behaviour


Tom Bennett - 2020
    All children deserve classrooms that are calm, safe spaces where everyone is treated with dignity.Creating that space is one of the most important things a teacher needs to be able to do. But all too often teachers begin their careers with the bare minimum of training - or worse, none.How students behave, socially and academically, dictates whether or not they will succeed or struggle in school. Every child comes to the classroom with different skills, habits, values and expectations of what to do. There's no point just telling a child to behave; behaviour must be taught.Behaviour is a curriculum. This simple truth is the beginning of creating a classroom culture where everyone flourishes: pupils and staff.Running the Room is the teacher's guide to behaviour. Practical, evidence-informed, and based on the expertise of great teachers from around the world, it addresses the things teachers really need to know to build the classrooms children need.Bursting with strategies, tips and solid advice, it brings together the best of what we know and saves teachers, new or old, from reinventing the wheels of the classroom. It's the book teachers have been waiting for.

Ungrading: Why Rating Students Undermines Learning


Susan D. Blum - 2020
    In Ungrading, fifteen educators write about their diverse experiences going gradeless. Some contributors are new to the practice and some have been engaging in it for decades. Some are in humanities and social sciences, some in STEM fields. Some are in higher education, but some are the K–12 pioneers who led the way. Based on rigorous and replicated research, this is the first book to show why and how faculty who wish to focus on learning, rather than sorting or judging, might proceed. It includes honest reflection on what makes ungrading challenging, and testimonials about what makes it transformative.CONTRIBUTORS: Aaron Blackwelder Susan D. Blum Arthur Chiaravalli Gary Chu Cathy N. Davidson Laura Gibbs Christina Katopodis Joy Kirr Alfie Kohn Christopher Riesbeck Starr Sackstein Marcus Schultz-Bergin Clarissa Sorensen-Unruh Jesse Stommel John Warner