Calling Bullshit: The Art of Skepticism in a Data-Driven World


Carl T. Bergstrom - 2020
    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

Algorithms of Oppression: How Search Engines Reinforce Racism


Safiya Umoja Noble - 2018
    But, if you type in "white girls," the results are radically different. The suggested porn sites and un-moderated discussions about "why black women are so sassy" or "why black women are so angry" presents a disturbing portrait of black womanhood in modern society.In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance - operating as a source for email, a major vehicle for primary and secondary school learning, and beyond - understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.

Why Don't Students Like School?: A Cognitive Scientist Answers Questions About How the Mind Works and What It Means for the Classroom


Daniel T. Willingham - 2009
    Why is it that they can remember the smallest details from their favorite television program, yet miss the most obvious questions on their history test?Cognitive scientist Dan Willingham has focused his acclaimed research on the biological and cognitive basis of learning and has a deep understanding of the daily challenges faced by classroom teachers. this book will help teachers improve their practice by explaining how they and their students think and learn—revealing the importance of story, emotion, memory, context, and routine in building knowledge and creating lasting learning experiences.In this breakthrough book, Willingham has distilled his knowledge of cognitive science into a set of nine principles that are easy to understand and have clear applications for the classroom. Some of examples of his surprising findings are:“Learning styles” don't exist The processes by which different children think and learn are more similar than different.Intelligence is malleable Intelligence contributes to school performance and children do differ, but intelligence can be increased through sustained hard work.You cannot develop “thinking skills” in the absence of facts We encourage students to think critically, not just memorize facts. However thinking skills depend on factual knowledge for their operation.Why Don't Students Like School is a basic primer for every teacher who wants to know how their brains and their students’ brains work and how that knowledge can help them hone their teaching skills.

The Good Immigrant: 26 Writers Reflect on America


Nikesh Shukla - 2019
    In this much-anticipated follow-up to the bestselling UK edition, hailed by Zadie Smith as "lively and vital," editors Nikesh Shukla and Chimene Suleyman hand the microphone to an incredible range of writers whose humanity and right to be here is under attack. Chigozie Obioma unpacks an Igbo proverb that helped him navigate his journey to America from Nigeria.Jenny Zhang analyzes cultural appropriation in 90s fashion, recalling her own pain and confusion as a teenager trying to fit in.Fatimah Asghar describes the flood of memory and emotion triggered by an encounter with an Uber driver from Kashmir.Alexander Chee writes of a visit to Korea that changed his relationship to his heritage.These writers, and the many others in this singular collection, share powerful personal stories of living between cultures and languages while struggling to figure out who they are and where they belong. By turns heartbreaking and hilarious, troubling and uplifting, the essays in The Good Immigrant come together to create a provocative, conversation-sparking, multivocal portrait of America now.

For White Folks Who Teach in the Hood... and the Rest of Y'all Too: Reality Pedagogy and Urban Education


Christopher Emdin - 2016
    He begins by taking to task the perception of urban youth of color as unteachable, and he challenges educators to embrace and respect each student’s culture and to reimagine the classroom as a site where roles are reversed and students become the experts in their own learning.Putting forth his theory of Reality Pedagogy, Emdin provides practical tools to unleash the brilliance and eagerness of youth and educators alike—both of whom have been typecast and stymied by outdated modes of thinking about urban education. With this fresh and engaging new pedagogical vision, Emdin demonstrates the importance of creating a family structure and building communities within the classroom, using culturally relevant strategies like hip-hop music and call-and-response, and connecting the experiences of urban youth to indigenous populations globally. Merging real stories with theory, research, and practice, Emdin demonstrates how by implementing the “Seven C’s” of reality pedagogy in their own classrooms, urban youth of color benefit from truly transformative education.Lively, accessible, and revelatory, For White Folks Who Teach in the Hood...and the Rest of Y’all Too is the much-needed antidote to traditional top-down pedagogy and promises to radically reframe the landscape of urban education for the better.

Hunt, Gather, Parent: What Ancient Cultures Can Teach Us About the Lost Art of Raising Happy, Helpful Little Humans


Michaeleen Doucleff - 2021
    Michaeleen Doucleff becomes a mother, she examines the studies behind modern parenting guidance and finds the evidence frustratingly limited and the conclusions often ineffective. Curious to learn about more effective parenting approaches, she visits a Maya village in the Yucatán Peninsula. There she encounters moms and dads who parent in a totally different way than we do—and raise extraordinarily kind, generous, and helpful children without yelling, nagging, or issuing timeouts. What else, Doucleff wonders, are Western parents missing out on? In Hunt, Gather, Parent, Doucleff sets out with her three-year-old daughter in tow to learn and practice parenting strategies from families in three of the world’s most venerable communities: Maya families in Mexico, Inuit families above the Arctic Circle, and Hadzabe families in Tanzania. She sees that these cultures don’t have the same problems with children that Western parents do. Most strikingly, parents build a relationship with young children that is vastly different from the one many Western parents develop—it’s built on cooperation instead of control, trust instead of fear, and personalized needs instead of standardized development milestones. Maya parents are masters at raising cooperative children. Without resorting to bribes, threats, or chore charts, Maya parents rear loyal helpers by including kids in household tasks from the time they can walk. Inuit parents have developed a remarkably effective approach for teaching children emotional intelligence. When kids cry, hit, or act out, Inuit parents respond with a calm, gentle demeanor that teaches children how to settle themselves down and think before acting. Hadzabe parents are world experts on raising confident, self-driven kids with a simple tool that protects children from stress and anxiety, so common now among American kids. Not only does Doucleff live with families and observe their techniques firsthand, she also applies them with her own daughter, with striking results. She learns to discipline without yelling. She talks to psychologists, neuroscientists, anthropologists, and sociologists and explains how these strategies can impact children’s mental health and development. Filled with practical takeaways that parents can implement immediately, Hunt, Gather, Parent helps us rethink the ways we relate to our children, and reveals a universal parenting paradigm adapted for American families.

Demystifying Disability: What to Know, What to Say, and How to Be an Ally


Emily Ladau - 2021
    But many of us–disabled and non-disabled alike–don’t know how to act, what to say, or how to be an ally to the disability community. Demystifying Disability is a friendly handbook on important disability issues you need to know about, including: • How to appreciate disability history and identity • How to recognize and avoid ableism (discrimination toward disabled people) • How to be mindful of good disability etiquette • How to appropriately think, talk, and ask about disability • How to ensure accessibility becomes your standard practice, from everyday communication to planning special events • How to identify and speak up about disability stereotypes in mediaAuthored by celebrated disability rights advocate, speaker, and writer Emily Ladau, this practical, intersectional guide offers all readers a welcoming place to understand disability as part of the human experience.

Another Day in the Death of America: A Chronicle of Ten Short Lives


Gary Younge - 2016
    In Another Day in the Death of America, award-winning journalist Gary Younge tells the stories of the lives lost during one such day. It could have been any day, but he chose November 23, 2013. Black, white, and Latino, aged nine to nineteen, they fell at sleepovers, on street corners, in stairwells, and on their own doorsteps. From the rural Midwest to the barrios of Texas, the narrative crisscrosses the country over a period of twenty-four hours to reveal the full human stories behind the gun-violence statistics and the brief mentions in local papers of lives lost.This powerful and moving work puts a human face—a child’s face—on the “collateral damage” of gun deaths across the country. This is not a book about gun control, but about what happens in a country where it does not exist. What emerges in these pages is a searing and urgent portrait of youth, family, and firearms in America today.

Excellent Sheep: The Miseducation of the American Elite and the Way to a Meaningful Life


William Deresiewicz - 2014
    His students, some of the nation’s brightest minds, were adrift when it came to the big questions: how to think critically and creatively, and how to find a sense of purpose.Excellent Sheep takes a sharp look at the high-pressure conveyor belt that begins with parents and counselors who demand perfect grades and culminates in the skewed applications Deresiewicz saw firsthand as a member of Yale’s admissions committee. As schools shift focus from the humanities to "practical" subjects like economics and computer science, students are losing the ability to think in innovative ways. Deresiewicz explains how college should be a time for self-discovery, when students can establish their own values and measures of success, so they can forge their own path. He addresses parents, students, educators, and anyone who's interested in the direction of American society, featuring quotes from real students and graduates he has corresponded with over the years, candidly exposing where the system is broken and clearly presenting solutions.

Building a Better Teacher: How Teaching Works (and How to Teach It to Everyone)


Elizabeth Green - 2014
    Yet we still don't know what, precisely, makes a teacher great. Is it a matter of natural-born charisma? Or does exceptional teaching require something more? Building a Better Teacher introduces a new generation of educators exploring the intricate science underlying their art. A former principal studies the country s star teachers and discovers a set of common techniques that help children pay attention. Two math teachers videotape a year of lessons and develop an approach that has nine-year-olds writing sophisticated mathematical proofs. A former high school teacher works with a top English instructor to pinpoint the key interactions a teacher must foster to initiate a rich classroom discussion. Through their stories, and the hilarious and heartbreaking theater that unfolds in the classroom every day, Elizabeth Green takes us on a journey into the heart of a profession that impacts every child in America.What happens in the classroom of a great teacher? Opening with a moment-by-moment portrait of an everyday math lesson a drama of urgent decisions and artful maneuvers Building a Better Teacher demonstrates the unexpected complexity of teaching. Green focuses on the questions that really matter: How do we prepare teachers and what should they know before they enter the classroom? How does one get young minds to reason, conjecture, prove, and understand? What are the keys to good discipline? Incorporating new research from cognitive psychologists and education specialists as well as intrepid classroom entrepreneurs, Green provides a new way for parents to judge what their children need in the classroom and considers how to scale good ideas. Ultimately, Green discovers that good teaching is a skill. A skill that can be taught.A provocative and hopeful book, Building a Better Teacher shows that legendary teachers are more than inspiring; they are perhaps the greatest craftspeople of all."

Farsighted: How We Make the Decisions That Matter the Most


Steven Johnson - 2018
    So why do we know so little about how to get them right?Big, life-altering decisions matter so much more than the decisions we make every day, and they're also the most difficult: where to live, whom to marry, what to believe, whether to start a company, how to end a war. There's no one-size-fits-all approach for addressing these kinds of conundrums. Steven Johnson's classic Where Good Ideas Come From inspired creative people all over the world with new ways of thinking about innovation. In Farsighted, he uncovers powerful tools for honing the important skill of complex decision-making. While you can't model a once-in-a-lifetime choice, you can model the deliberative tactics of expert decision-makers. These experts aren't just the master strategists running major companies or negotiating high-level diplomacy. They're the novelists who draw out the complexity of their characters' inner lives, the city officials who secure long-term water supplies, and the scientists who reckon with future challenges most of us haven't even imagined. The smartest decision-makers don't go with their guts. Their success relies on having a future-oriented approach and the ability to consider all their options in a creative, productive way. Through compelling stories that reveal surprising insights, Johnson explains how we can most effectively approach the choices that can chart the course of a life, an organization, or a civilization. Farsighted will help you imagine your possible futures and appreciate the subtle intelligence of the choices that shaped our broader social history.

The Coddling of the American Mind: How Good Intentions and Bad Ideas Are Setting Up a Generation for Failure


Jonathan Haidt - 2018
    These three Great Untruths are part of a larger philosophy that sees young people as fragile creatures who must be protected and supervised by adults. But despite the good intentions of the adults who impart them, the Great Untruths are harming kids by teaching them the opposite of ancient wisdom and the opposite of modern psychological findings on grit, growth, and antifragility. The result is rising rates of depression and anxiety, along with endless stories of college campuses torn apart by moralistic divisions and mutual recriminations. This is a book about how we got here. First Amendment expert Greg Lukianoff and social psychologist Jonathan Haidt take us on a tour of the social trends stretching back to the 1980s that have produced the confusion and conflict on campus today, including the loss of unsupervised play time and the birth of social media, all during a time of rising political polarization. This is a book about how to fix the mess. The culture of “safety” and its intolerance of opposing viewpoints has left many young people anxious and unprepared for adult life, with devastating consequences for them, for their parents, for the companies that will soon hire them, and for a democracy that is already pushed to the brink of violence over its growing political divisions. Lukianoff and Haidt offer a comprehensive set of reforms that will strengthen young people and institutions, allowing us all to reap the benefits of diversity, including viewpoint diversity. This is a book for anyone who is confused by what’s happening on college campuses today, or has children, or is concerned about the growing inability of Americans to live and work and cooperate across party lines.

Brotopia: Breaking Up the Boys' Club of Silicon Valley


Emily Chang - 2018
    It's a "Brotopia," where men hold all the cards and make all the rules. Vastly outnumbered, women face toxic workplaces rife with discrimination and sexual harassment, where investors take meetings in hot tubs and network at sex parties.In this powerful exposé, Bloomberg TV journalist Emily Chang reveals how Silicon Valley got so sexist despite its utopian ideals, why bro culture endures despite decades of companies claiming the moral high ground (Don't Be Evil! Connect the World!)--and how women are finally starting to speak out and fight back.Drawing on her deep network of Silicon Valley insiders, Chang opens the boardroom doors of male-dominated venture capital firms like Kleiner Perkins, the subject of Ellen Pao's high-profile gender discrimination lawsuit, and Sequoia, where a partner once famously said they "won't lower their standards" just to hire women. Interviews with Facebook COO Sheryl Sandberg, YouTube CEO Susan Wojcicki, and former Yahoo! CEO Marissa Mayer--who got their start at Google, where just one in five engineers is a woman--reveal just how hard it is to crack the Silicon Ceiling. And Chang shows how women such as former Uber engineer Susan Fowler, entrepreneur Niniane Wang, and game developer Brianna Wu, have risked their careers and sometimes their lives to pave a way for other women.Silicon Valley's aggressive, misogynistic, work-at-all costs culture has shut women out of the greatest wealth creation in the history of the world. It's time to break up the boys' club. Emily Chang shows us how to fix this toxic culture--to bring down Brotopia, once and for all.

The Sum of Us: What Racism Costs Everyone and How We Can Prosper Together


Heather McGhee - 2021
    From the financial crisis to rising student debt to collapsing public infrastructure, she found a common root problem: racism. But not just in the most obvious indignities for people of color. Racism has costs for white people, too. It is the common denominator of our most vexing public problems, the core dysfunction of our democracy and constitutive of the spiritual and moral crises that grip us all. But how did this happen? And is there a way out?McGhee embarks on a deeply personal journey across the country from Maine to Mississippi to California, tallying what we lose when we buy into the zero-sum paradigm--the idea that progress for some of us must come at the expense of others. Along the way, she meets white people who confide in her about losing their homes, their dreams, and their shot at better jobs to the toxic mix of American racism and greed. This is the story of how public goods in this country--from parks and pools to functioning schools--have become private luxuries; of how unions collapsed, wages stagnated, and inequality increased; and of how this country, unique among the world's advanced economies, has thwarted universal healthcare.But in unlikely places of worship and work, McGhee finds proof of what she calls the Solidarity Dividend: gains that come when people come together across race, to accomplish what we simply can't do on our own.McGhee marshals economic and sociological research to paint a story of racism's costs, but at the heart of the book are the humble stories of people yearning to be part of a better America, including white supremacy's collateral victims: white people themselves. With startling empathy, this heartfelt message from a Black woman to a multiracial America leaves us with a new vision for a future in which we finally realize that life can be more than a zero-sum game.

The Shame of the Nation: The Restoration of Apartheid Schooling in America


Jonathan Kozol - 2005
    Board of Education, segregation of black children has reverted to its highest level since 1968. In many inner-city schools, a stick-and-carrot method of behavioral control traditionally used in prisons is now used with students. Meanwhile, as high-stakes testing takes on pathological and punitive dimensions, liberal education has been increasingly replaced by culturally barren and robotic methods of instruction that would be rejected out of hand by schools that serve the mainstream of society.Filled with the passionate voices of children, principals, and teachers, and some of the most revered leaders in the black community, The Shame of the Nation pays tribute to those undefeated educators who persist against the odds, but directly challenges the chilling practices now being forced upon our urban systems. In their place, Kozol offers a humane, dramatic challenge to our nation to fulfill at last the promise made some 50 years ago to all our youngest citizens.