The Signal and the Noise: Why So Many Predictions Fail—But Some Don't


Nate Silver - 2012
    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

Drive: The Surprising Truth About What Motivates Us


Daniel H. Pink - 2009
    That's a mistake, says Daniel H. Pink (author of To Sell Is Human: The Surprising Truth About Motivating Others). In this provocative and persuasive new book, he asserts that the secret to high performance and satisfaction-at work, at school, and at home—is the deeply human need to direct our own lives, to learn and create new things, and to do better by ourselves and our world.Drawing on four decades of scientific research on human motivation, Pink exposes the mismatch between what science knows and what business does—and how that affects every aspect of life. He examines the three elements of true motivation—autonomy, mastery, and purpose-and offers smart and surprising techniques for putting these into action in a unique book that will change how we think and transform how we live.

The Managed Heart: Commercialization of Human Feeling


Arlie Russell Hochschild - 1983
    But what happens when this system of adjusting emotions is adapted to commercial purposes? Hochschild examines the cost of this kind of "emotional labor." She vividly describes from a humanist and feminist perspective the process of estrangement from personal feelings and its role as an "occupational hazard" for one-third of America's workforce.

The Entrepreneurial State: Debunking Public vs. Private Sector Myths


Mariana Mazzucato - 2011
    Analysing various case studies of innovation-led growth, it describes the opposite situation, whereby the private sector only becomes bold enough to invest after the courageous State has made the high-risk investments.The volume argues that in the history of modern capitalism, the State has generated economic activity that would not otherwise have happened, and has actively opened up new technologies and markets that private investors can later move into. Far from the often heard criticisms of the State potentially 'crowding out' private investments, the State makes them happen, shaping and creating markets, not only 'fixing' them. Ignoring this reality only serves ideological ends, and hurts effective policymaking.This book examines case studies ranging from the advent of the Internet to the emergence of the biotechnology and nanotechnology industries. In particular, the volume debunks the myth that Silicon Valley was created by entrepreneurial venture capital. A key chapter focuses on the State investments behind Apple's success, and reveals that every major technology behind the iPhone owes its source to public funds. Thus, while entrepreneurial individuals like Steve Jobs are needed, their success is nearly impossible without their ability to ride the wave of State investments. And if Europe wants its own Googles, it needs more State action, not less.Two forward-looking chapters focus on the emergence of the next big thing after the internet: the 'green revolution'. Both solar and wind technology are currently being led by State spending, whether through the US ARPA-E programme or the Chinese and Brazilian State investment banks. The discussion refreshingly moves beyond the usual division between proponents of austerity vs. the proponents of fiscal stimulus. It argues that State investments not only help kick-start growth during periods of recession, but that they also, even in boom periods, lead to productive investments in radical new technologies which later foster decades of growth.The book ends with a fundamental question: if the State is so important to investments in high-risk innovation, why does it capture so little direct return?

Creating a Class: College Admissions and the Education of Elites


Mitchell L. Stevens - 2007
    This book makes clear that, for better or worse, these schools now define the standards of youthful accomplishment in American culture more generally.

The Evolution of Cooperation


Robert Axelrod - 1984
    Widely praised and much-discussed, this classic book explores how cooperation can emerge in a world of self-seeking egoists—whether superpowers, businesses, or individuals—when there is no central authority to police their actions. The problem of cooperation is central to many different fields. Robert Axelrod recounts the famous computer tournaments in which the “cooperative” program Tit for Tat recorded its stunning victories, explains its application to a broad spectrum of subjects, and suggests how readers can both apply cooperative principles to their own lives and teach cooperative principles to others.

Kids These Days: Human Capital and the Making of Millennials


Malcolm Harris - 2017
    An Australian millionaire says Millennials could all afford homes if we'd just give up avocado toast. Thanks, millionaire. This Millennial is here to prove them all wrong.Millennials have been stereotyped as lazy, entitled, narcissistic, and immature. We've gotten so used to sloppy generational analysis filled with dumb clichés about young people that we've lost sight of what really unites Millennials. Namely:-We are the most educated and hard-working generation in American history.-We poured historic and insane amounts of time and money into preparing ourselves for the 21st century labor market.- We have been taught to consider working for free (homework, internships) a privilege for our own benefit.- We are poorer, more medicated, and more precariously employed than our parents, grandparents, even our great grandparents, with less of a social safety net to boot. Kids These Days, is about why. In brilliant, crackling prose, early Wall Street occupier Malcolm Harris gets mercilessly real about our maligned birth cohort. Examining trends like runaway student debt, the rise of the intern, mass incarceration, social media, and more, Harris gives us a portrait of what it means to be young in America today that will wake you up and piss you off. Millennials were the first generation raised explicitly as investments, Harris argues, and in Kids These Days he dares us to confront and take charge of the consequences now that we are grown up.

Post Corona: From Crisis to Opportunity


Scott Galloway - 2020
    Some businesses--like home exercise company Peloton, video conference software maker Zoom, and Amazon--woke up to find themselves crushed under an avalanche of consumer demand. Others--like the restaurant, travel, hospitality, and live entertainment industries--scrambled to escape obliteration.But as Scott Galloway argues, the pandemic has not been a change agent so much as an accelerant of trends already well underway. In Post Corona, he outlines the contours of the crisis and the opportunities that lie ahead. Some businesses, like the powerful tech monopolies, will thrive as a result of the disruption. Other industries, like higher education, will struggle to maintain a value proposition that no longer makes sense when we can't stand shoulder to shoulder. And the pandemic has accelerated deeper trends in government and society, exposing a widening gap between our vision of America as a land of opportunity, and the troubling realities of our declining wellbeing.Combining his signature humor and brash style with sharp business insights and the occasional dose of righteous anger, Galloway offers both warning and hope in equal measure. As he writes, Our commonwealth didn't just happen, it was shaped. We chose this path--no trend is permanent and can't be made worse or corrected.

Shop Class as Soulcraft: An Inquiry Into the Value of Work


Matthew B. Crawford - 2009
    On both economic and psychological grounds, author Matthew B. Crawford questions the educational imperative of turning everyone into a "knowledge worker," based on a misguided separation of thinking from doing. Using his own experience as an electrician and mechanic, Crawford presents a wonderfully articulated call for self-reliance and a moving reflection on how we can live concretely in an ever more abstract world.

Transforming Health Care: Virginia Mason Medical Center's Pursuit of the Perfect Patient Experience


Charles Kenney - 2010
    In 2001, Virginia Mason Medical Center, an integrated healthcare delivery system in Seattle, Washington set out to achieve its compelling vision to become The Quality Leader and to fulfill that vision, adopted the Toyota Production System as its management method.Transforming Health Care: Virginia Mason Medical Center's Pursuit of the Perfect Patient Experience takes you on the journey of of Virginia Mason Medical Center's pursuit of the perfect patient experience through the application of lean principles, tools, and methodology. Over the last several years Virginia Mason has become internationally known for its journey towards perfection by applying the Toyota Production System to healthcare. The book takes readers step by step through Virginia Mason's journey as it seeks to provide perfection to its customer - the patient. This book shows you how you use this system to transform your own organization.

Curing Affluenza: How to Buy Less Stuff and Save the World


Richard Denniss - 2017
    How can we cure ourselves of this strikingly modern affliction? According to Richard Denniss, we must distinguish between consumerism, the love of buying things, which is undeniably harmful to us and to the planet, and materialism, the love of things, which can in fact be beneficial. In this sparkling book of ideas, he shows why we must cherish the things that we own – preserve them, maintain them, and then gift them or sell them when we no longer have a need for them. If we as a society do not cure ourselves of affluenza, we make it impossible for all the people of our planet to enjoy a higher standard of living, and we condemn our environment to a polluted and unsustainable future.

Slaying Goliath: The Passionate Resistance to Privatization and the Fight to Save America's Public Schools


Diane Ravitch - 2020
    Assistant Secretary of Education, author of the best-selling Reign of Error ("fearless" --Jonathan Kozol, NYRB)--an impassioned, inspiring look at the ways in which parents, teachers, activists--citizens--are successfully fighting back to defeat the forces that are privatizing America's public schools.Diane Ravitch writes of those who have privatized the schools, the Disrupters, who believe America's schools should be run like businesses, with teachers incentivized with threats and bonuses, and schools that need to enter into the age of the gig economy in which children are treated like customers or products. She writes of the Koch brothers, the DeVos family, the Waltons (Walmart), Eli Broad, Bill Gates, Michael Bloomberg, Mark Zuckerberg, and many others, on the right and the left, as well as corporations, foundations, etc., intent on promoting the privatization of one of our most valued public institutions. Ravitch lays out, in extensive detail, the facts showing that the ideas put forth by school privateers have failed; that their promises of higher test scores have not come to pass; that the "great hope" of Common Core has been a dud. Arrayed against these forces, Ravitch writes of the volunteer army--"the Resisters"--that has sprung up from Seattle, Austin, and Denver, to Detroit, New Orleans, and Buffalo--parents, teachers, grandparents, students, bloggers, religious leaders, brave individuals, who, spurred on by conviction, courage, determination, and the power of ideas and passion, are fighting back to successfully keep alive their public schools.

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.

A Swamp Full of Dollars: Pipelines and Paramilitaries at Nigeria's Oil Frontier


Michael Peel - 2009
    trading partner in sub-Saharan Africa, petroleum-rich Nigeria exports half its daily oil production to the United States. Like many African nations with natural resources coveted by the world's superpowers, the country has been shaped by foreign investment and intervention, conflicts among hundreds of ethnic and religious groups, and greed. Polio has boomed along with petroleum, small villages face off with giant oil companies, and scooter drivers run their own ministates. The oil-rich Niger Delta region at the heart of it all is a trouble spot as hot as the local pepper soup.Blending vivid reportage, history, and investigative journalism, in A Swamp Full of Dollars journalist Michael Peel tells the story of this extraordinary country, which grows ever more wild and lawless by the day as its refined petroleum pumps through our cities. Through a host of colorful characters--from the Area Boy gangsters of Lagos to a corrupt state governor who stashed money in his London penthouse, from the militants in their swamp forest hideouts to oil company executives--Peel makes the connection between Western energy consumption and the breakdown of the Nigerian state, where the corruption of the haves is matched only by the determination and ingenuity of the have-nots. What has happened to Nigeria is a stark warning to the United States and other economic powers as they grow increasingly frantic in their search for new oil sources: unbridled plunder eventually rebounds on those who have done the taking.A Swamp Full of Dollars--shortlisted for the Guardian First Book Award--shows that if the Arab world is the precarious eastern battle line in an intensifying world war for crude, then Nigeria has become the tumultuous western front.

The Careless Society: Community And Its Counterfeits


John McKnight - 1995
    John McKnight shows how competent communities have been invaded and colonized by professionalized services -- often with devastating results. Overwhelmed by these social services, the spirit of community falters: families collapse, schools fail, violence spreads, and medical systems spiral out of control. Instead of more or better services, the basis for resolving many of America's social problems is the community capacity of the local citizens.