The Cult of Statistical Significance: How the Standard Error Costs Us Jobs, Justice, and Lives


Stephen Thomas Ziliak - 2008
    If it takes a book to get it across, I hope this book will do it. It ought to.”—Thomas Schelling, Distinguished University Professor, School of Public Policy, University of Maryland, and 2005 Nobel Prize Laureate in Economics “With humor, insight, piercing logic and a nod to history, Ziliak and McCloskey show how economists—and other scientists—suffer from a mass delusion about statistical analysis. The quest for statistical significance that pervades science today is a deeply flawed substitute for thoughtful analysis. . . . Yet few participants in the scientific bureaucracy have been willing to admit what Ziliak and McCloskey make clear: the emperor has no clothes.”—Kenneth Rothman, Professor of Epidemiology, Boston University School of Health The Cult of Statistical Significance shows, field by field, how “statistical significance,” a technique that dominates many sciences, has been a huge mistake. The authors find that researchers in a broad spectrum of fields, from agronomy to zoology, employ “testing” that doesn’t test and “estimating” that doesn’t estimate. The facts will startle the outside reader: how could a group of brilliant scientists wander so far from scientific magnitudes? This study will encourage scientists who want to know how to get the statistical sciences back on track and fulfill their quantitative promise. The book shows for the first time how wide the disaster is, and how bad for science, and it traces the problem to its historical, sociological, and philosophical roots. Stephen T. Ziliak is the author or editor of many articles and two books. He currently lives in Chicago, where he is Professor of Economics at Roosevelt University. Deirdre N. McCloskey, Distinguished Professor of Economics, History, English, and Communication at the University of Illinois at Chicago, is the author of twenty books and three hundred scholarly articles. She has held Guggenheim and National Humanities Fellowships. She is best known for How to Be Human* Though an Economist (University of Michigan Press, 2000) and her most recent book, The Bourgeois Virtues: Ethics for an Age of Commerce (2006).

The Road to Serfdom


Friedrich A. Hayek - 1944
    Originally published in England in the spring of 1944—when Eleanor Roosevelt supported the efforts of Stalin, and Albert Einstein subscribed lock, stock, and barrel to the socialist program—The Road to Serfdom was seen as heretical for its passionate warning against the dangers of state control over the means of production. For F. A. Hayek, the collectivist idea of empowering government with increasing economic control would inevitably lead not to a utopia but to the horrors of nazi Germany and fascist Italy.First published by the University of Chicago Press on September 18, 1944, The Road to Serfdom garnered immediate attention from the public, politicians, and scholars alike. The first printing of 2,000 copies was exhausted instantly, and within six months more than 30,000 were sold. In April of 1945, Reader's Digest published a condensed version of the book, and soon thereafter the Book-of-the-Month Club distributed this condensation to more than 600,000 readers. A perennial best-seller, the book has sold over a quarter of a million copies in the United States, not including the British edition or the nearly twenty translations into such languages as German, French, Dutch, Swedish, and Japanese, and not to mention the many underground editions produced in Eastern Europe before the fall of the iron curtain.After thirty-two printings in the United States, The Road to Serfdom has established itself alongside the works of Alexis de Tocqueville, John Stuart Mill, and George Orwell for its timeless meditation on the relation between individual liberty and government authority. This fiftieth anniversary edition, with a new introduction by Milton Friedman, commemorates the enduring influence of The Road to Serfdom on the ever-changing political and social climates of the twentieth century, from the rise of socialism after World War II to the Reagan and Thatcher "revolutions" in the 1980s and the transitions in Eastern Europe from communism to capitalism in the 1990s.F. A. Hayek (1899-1992), recipient of the Medal of Freedom in 1991 and co-winner of the Nobel Memorial Prize in Economics in 1974, was a pioneer in monetary theory and the principal proponent of libertarianism in the twentieth century.On the first American edition of The Road to Serfdom:"One of the most important books of our generation. . . . It restates for our time the issue between liberty and authority with the power and rigor of reasoning with which John Stuart Mill stated the issue for his own generation in his great essay On Liberty. . . . It is an arresting call to all well-intentioned planners and socialists, to all those who are sincere democrats and liberals at heart to stop, look and listen."—Henry Hazlitt, New York Times Book Review, September 1944"In the negative part of Professor Hayek's thesis there is a great deal of truth. It cannot be said too often—at any rate, it is not being said nearly often enough—that collectivism is not inherently democratic, but, on the contrary, gives to a tyrannical minority such powers as the Spanish Inquisitors never dreamt of."—George Orwell, Collected Essays

Win Bigly: Persuasion in a World Where Facts Don't Matter


Scott Adams - 2017
     Scott Adams--a trained hypnotist and a lifelong student of persuasion--was one of the earliest public figures to predict Trump's win, doing so a week after Nate Silver put Trump's odds at 2 percent in his FiveThirtyEight.com blog. The mainstream media regarded Trump as a novelty and a sideshow. But Adams recognized in Trump a level of persuasion you only see once in a generation.Trump triggered massive cognitive dissonance and confirmation bias on both the left and the right. We're hardwired to respond to emotion, not reason. We might listen to 10 percent of a speech--a hand gesture here, a phrase there--and if the right buttons are pushed, we irrationally agree with the speaker and invent reasons to justify that decision after the fact.The point isn't whether Trump was right or wrong, good or bad. Win Bigly goes beyond politics to look at persuasion tools that can work in any setting--the same ones Adams saw in Steve Jobs when he invested in Apple decades ago. For instance:- If you need to convince people that something is important, make a claim that's directionally accurate but has a big exaggeration in it. Everyone will spend endless hours talking about how wrong it is while accidentally persuading themselves the issue is a high priority. - Stop wasting time on elaborate presentations. Inside, you'll learn which components of your messaging matter, and where you can wing it. - Creating "linguistic kill shots" with persuasion engineering (such as "Low-energy Jeb") can be more powerful than facts and policies.Adams offers nothing less than "access to the admin passwords to human beings." This is a must-read if you care about persuading others in any field--or if you just want to resist persuasion from others.

The Worldly Philosophers


Robert L. Heilbroner - 1953
    In this seventh edition, Robert L. Heilbroner provides a new theme that connects thinkers as diverse as Adam Smith and Karl Marx. The theme is the common focus of their highly varied ideas—namely, the search to understand how a capitalist society works. It is a focus never more needed than in this age of confusing economic headlines.In a bold new concluding chapter entitled “The End of the Worldly Philosophy?” Heilbroner reminds us that the word “end” refers to both the purpose and limits of economics. This chapter conveys a concern that today’s increasingly “scientific” economics may overlook fundamental social and political issues that are central to economics. Thus, unlike its predecessors, this new edition provides not just an indispensable illumination of our past but a call to action for our future. (amazon.com)

2052: A Global Forecast for the Next Forty Years


Jørgen Randers - 2012
    It predicted that during the first half of the 21st century the ongoing growth in the human ecological footprint would stop-either through catastrophic "overshoot and collapse"-or through well-managed "peak and decline."So, where are we now? And what does our future look like? In the book 2052, Jorgen Randers, one of the coauthors of Limits to Growth, issues a progress report and makes a forecast for the next forty years. To do this, he asked dozens of experts to weigh in with their best predictions on how our economies, energy supplies, natural resources, climate, food, fisheries, militaries, political divisions, cities, psyches, and more will take shape in the coming decades. He then synthesized those scenarios into a global forecast of life as we will most likely know it in the years ahead.The good news: we will see impressive advances in resource efficiency, and an increasing focus on human well-being rather than on per capita income growth. But this change might not come as we expect. Future growth in population and GDP, for instance, will be constrained in surprising ways-by rapid fertility decline as result of increased urbanization, productivity decline as a result of social unrest, and continuing poverty among the poorest 2 billion world citizens. Runaway global warming, too, is likely.So, how do we prepare for the years ahead? With heart, fact, and wisdom, Randers guides us along a realistic path into the future and discusses what readers can do to ensure a better life for themselves and their children during the increasing turmoil of the next forty years."

It’s Better Than It Looks: Reasons for Optimism in an Age of Fear


Gregg Easterbrook - 2018
    We're facing a series of deeply troubling, even existential problems: fascism, terrorism, environmental collapse, racial and economic inequality, and more.Yet this narrative misses something important: by almost every meaningful measure, the modern world is better than it ever has been. In the United States, disease, crime, discrimination, and most forms of pollution are in long-term decline, while longevity and education keep rising and economic indicators are better than in any past generation. Worldwide, malnutrition and extreme poverty are at historic lows, and the risk of dying by war or violence is the lowest in human history.It's not a coincidence that we're confused--our perspectives on the world are blurred by the rise of social media, the machinations of politicians, and our own biases. Meanwhile, political reforms like the Clean Air Act and technological innovations like the hybridization of wheat have saved huge numbers of lives. In that optimistic spirit, Easterbrook offers specific policy reforms to address climate change, inequality, and other problems, and reminds us that there is real hope in conquering such challenges. In an age of discord and fear-mongering, It's Better Than It Looks will profoundly change your perspective on who we are, where we're headed, and what we're capable of.

Life 3.0: Being Human in the Age of Artificial Intelligence


Max Tegmark - 2017
    It doesn't shy away from the full range of viewpoints or from the most controversial issues--from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.

Connected: The Surprising Power of Our Social Networks and How They Shape Our Lives


Nicholas A. Christakis - 2008
    Your colleague's husband's sister can make you fat, even if you don't know her. A happy neighbor has more impact on your happiness than a happy spouse. These startling revelations of how much we truly influence one another are revealed in the studies of Dr. Christakis and Fowler, which have repeatedly made front-page news nationwide. In Connected, the authors explain why emotions are contagious, how health behaviors spread, why the rich get richer, even how we find and choose our partners. Intriguing and entertaining, Connected overturns the notion of the individual and provides a revolutionary paradigm-that social networks influence our ideas, emotions, health, relationships, behavior, politics, and much more. It will change the way we think about every aspect of our lives.

The War on Normal People: The Truth About America's Disappearing Jobs and Why Universal Basic Income Is Our Future


Andrew Yang - 2018
    The shift toward automation is about to create a tsunami of unemployment. Not in the distant future—now. One recent estimate predicts 45 million American workers will lose their jobs within the next twelve years—jobs that won't be replaced. In a future marked by restlessness and chronic unemployment, what will happen to American society? In The War on Normal People, Andrew Yang paints a dire portrait of the American economy. Rapidly advancing technologies like artificial intelligence, robotics and automation software are making millions of Americans' livelihoods irrelevant. The consequences of these trends are already being felt across our communities in the form of political unrest, drug use, and other social ills. The future looks dire-but is it unavoidable? In The War on Normal People, Yang imagines a different future—one in which having a job is distinct from the capacity to prosper and seek fulfillment. At this vision's core is Universal Basic Income, the concept of providing all citizens with a guaranteed income-and one that is rapidly gaining popularity among forward-thinking politicians and economists. Yang proposes that UBI is an essential step toward a new, more durable kind of economy, one he calls "human capitalism."

Head, Hand, Heart: Why Intelligence Is Over-Rewarded, Manual Workers Matter, and Caregivers Deserve More Respect


David Goodhart - 2020
    Until recently, this work was largely regarded as menial by the same society that now lauds them as heroes. How did we get here? In his groundbreaking follow-up to the bestselling The Road to Somewhere, David Goodhart divides society into people who work with their Heads (cognitive work), with their Hands (manual work), or with their Hearts (caring work), and considers each group’s changing status and influence. Today, the “best and the brightest” trump the “decent and hardworking.” Qualities like character, compassion, craft, and physical labor command far less respect in our workforce. This imbalance has led to the disaffection and alienation of millions of people. David Goodhart reveals the untold history behind this disparity and outlines the challenges we face as a result. Cognitive ability has become the gold standard of human esteem, and those in the cognitive class now shape society largely in their own interest. To put it bluntly: smart people have become too powerful. A healthy democratic society respects and rewards a broad range of achievement, and provides meaning and value for people who cannot—or do not want to—achieve in the classroom and professional career market. We must shift our thinking to see all workers as essential, and not just during crises like the coronavirus pandemic. This is the dramatic story of the struggle for status and dignity in the 21st century.

Lab Rats: How Silicon Valley Made Work Miserable for the Rest of Us


Dan Lyons - 2018
    Why did work become so miserable? Who is responsible? And does any company have a model for doing it right?For two years, Lyons ventured in search of answers. From the innovation-crazed headquarters of the Ford Motor Company in Detroit, to a cult-like "Holocracy" workshop in San Francisco, and to corporate trainers who specialize in ... Legos, Lyons immersed himself in the often half-baked and frequently lucrative world of what passes for management science today. He shows how new tools, workplace practices, and business models championed by tech's empathy-impaired power brokers have shattered the social contract that once existed between companies and their employees. These dystopian beliefs--often masked by pithy slogans like "We're a Team, Not a Family"--have dire consequences: millions of workers who are subject to constant change, dehumanizing technologies--even health risks. A few companies, however, get it right. With Lab Rats, Lyons makes a passionate plea for business leaders to understand this dangerous transformation, showing how profit and happy employees can indeed coexist.

Tools and Weapons: The Promise and the Peril of the Digital Age


Brad Smith - 2019
    This might seem uncontroversial, but it flies in the face of a tech sector long obsessed with rapid growth and sometimes on disruption as an end in itself. Now, though, we have reached an inflection point: Silicon Valley has moved fast and it has broken things. A new understanding has emerged that companies that create technology must accept greater responsibility for the future. And governments will need to regulate technology by moving faster and catching up with the pace of innovation that is impacting our communities and changing the world.In Tools and Weapons, Brad Smith takes us into the cockpit of one of the world's largest and most powerful tech companies as it finds itself in the middle of some of the thorniest emerging issues of our time. These are challenges that come with no preexisting playbook, including privacy, cybercrime and cyberwar, social media, the moral conundrums of AI, big tech's relationship to inequality and the challenges for democracy, far and near. While in no way a self-glorifying "Microsoft memoir," the book opens up the curtain remarkably wide onto some of the company's most crucial recent decision points, as it strives to protect the hopes technology offers against the very real threats it also presents. Every tool can be a weapon in the wrong person's hands, and companies are being challenged in entirely new ways to embrace the totality of their responsibilities. We have moved from a world in which Silicon Valley could take no prisoners to one in which tech companies and governments must work together to address the challenges and adapt to the changes technology has unleashed. There are huge ramifications to be thought through, and Brad Smith provides a marvelous and urgently necessary contribution to that effort.

The Bell Curve: Intelligence and Class Structure in American Life


Richard J. Herrnstein - 1994
    The controversial book linking intelligence to class and race in modern society, and what public policy can do to mitigate socioeconomic differences in IQ, birth rate, crime, fertility, welfare, and poverty.

Americana: A 400-Year History of American Capitalism


Bhu Srinivasan - 2017
    Americana takes us on a four-hundred-year journey of this spirit of innovation and ambition through a series of Next Big Things -- the inventions, techniques, and industries that drove American history forward: from the telegraph, the railroad, guns, radio, and banking to flight, suburbia, and sneakers, culminating with the Internet and mobile technology at the turn of the twenty-first century. The result is a thrilling alternative history of modern America that reframes events, trends, and people we thought we knew through the prism of the value that, for better or for worse, this nation holds dearest: capitalism.In a winning, accessible style, Bhu Srinivasan boldly takes on four centuries of American enterprise, revealing the unexpected connections that link them. We learn how Andrew Carnegie's early job as a telegraph messenger boy paved the way for his leadership of the steel empire that would make him one of the nation's richest men; how the gunmaker Remington reinvented itself in the postwar years to sell typewriters; how the inner workings of the Mafia mirrored the trend of consolidation and regulation in more traditional business; and how a 1950s infrastructure bill triggered a series of events that produced one of America's most enduring brands: KFC. Reliving the heady early days of Silicon Valley, we are reminded that the start-up is an idea as old as America itself.Entertaining, eye-opening, and sweeping in its reach, Americana is an exhilarating new work of narrative history.

Zucked: Waking Up to the Facebook Catastrophe


Roger McNamee - 2019
    He had mentored many tech leaders in his illustrious career as an investor, but few things had made him prouder, or been better for his fund's bottom line, than his early service to Mark Zuckerberg. Still a large shareholder in Facebook, he had every good reason to stay on the bright side. Until he simply couldn't. ZUCKED is McNamee's intimate reckoning with the catastrophic failure of the head of one of the world's most powerful companies to face up to the damage he is doing. It's a story that begins with a series of rude awakenings. First there is the author's dawning realization that the platform is being manipulated by some very bad actors. Then there is the even more unsettling realization that Zuckerberg and Sheryl Sandberg are unable or unwilling to share his concerns, polite as they may be to his face."