Book picks similar to
The Power of Experiments: Decision Making in a Data-Driven World by Michael Luca
business
non-fiction
science
behavioral-science
Inside the Nudge Unit: How Small Changes Can Make a Big Difference
David Halpern - 2015
Behavioural scientist Dr David Halpern heads up Number 10’s ‘Nudge Unit’, the world’s first government institution that uses behavioural economics to examine and influence human behaviour, to ‘nudge’ us into making better decisions. Seemingly small and subtle solutions have led to huge improvements across tax, healthcare, pensions, employment, crime reduction, energy conservation and economic growth.Adding a crucial line to a tax reminder brought forward millions in extra revenue; refocusing the questions asked at the job centre helped an extra 10 per cent of people come off their benefits and back into work; prompting people to become organ donors while paying for their car tax added an extra 100,000 donors to the register in a single year. After two years and dozens of experiments in behavioural science, the results are undeniable. And now David Halpern and the Nudge Unit will help you to make better choices and improve your life.
For the Win
Kevin Werbach - 2012
The careful and skillful construction of these games is built on decades of research into human motivation and psychology: A well-designed game goes right to the motivational heart of the human psyche.In For the Win, authors Kevin Werbach and Dan Hunter argue persuasively that gamemakers need not be the only ones benefiting from game design. Werbach and Hunter are lawyers and World of Warcraft players who created the world’s first course on gamification at the Wharton School. In their book, they reveal how game thinking—addressing problems like a game designer—can motivate employees and customers and create engaging experiences that can transform your business.For the Win reveals how a wide range of companies are successfully using game thinking. It also offers an explanation of when gamifying makes the most sense and a 6-step framework for using games for marketing, productivity enhancement, innovation, employee motivation, customer engagement, and more.In this illuminating guide, Werbach and Hunter reveal how game thinking can yield winning solutions to real-world business problems. Let the games begin!
The Book of Why: The New Science of Cause and Effect
Judea Pearl - 2018
Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Upstream: The Quest to Solve Problems Before They Happen
Dan Heath - 2020
We put out fires. We deal with emergencies. We stay downstream, handling one problem after another, but we never make our way upstream to fix the systems that caused the problems ... [This book] probes the psychological forces that push us downstream--including 'problem blindness,' which can leave us oblivious to serious problems in our midst. And Heath introduces us to the thinkers who have overcome these obstacles and scored ... victories by switching to an upstream mindset.
Prediction Machines: The Simple Economics of Artificial Intelligence
Ajay Agrawal - 2018
But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear:
Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions.
Prediction tools increase productivity--operating machines, handling documents, communicating with customers.
Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete.
Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.
How Would You Move Mount Fuji? Microsoft's Cult of the Puzzle--How the World's Smartest Companies Select the Most Creative Thinkers
William Poundstone - 2003
For the first time, William Poundstone reveals the toughest questions used at Microsoft and other Fortune 500 companies -- and supplies the answers. He traces the rise and controversial fall of employer-mandated IQ tests, the peculiar obsessions of Bill Gates (who plays jigsaw puzzles as a competitive sport), the sadistic mind games of Wall Street (which reportedly led one job seeker to smash a forty-third-story window), and the bizarre excesses of today's hiring managers (who may start off your interview with a box of Legos or a game of virtual Russian roulette). How Would You Move Mount Fuji? is an indispensable book for anyone in business. Managers seeking the most talented employees will learn to incorporate puzzle interviews in their search for the top candidates. Job seekers will discover how to tackle even the most brain-busting questions, and gain the advantage that could win the job of a lifetime. And anyone who has ever dreamed of going up against the best minds in business may discover that these puzzles are simply a lot of fun. Why are beer cans tapered on the end, anyway?
Invisible Women: Data Bias in a World Designed for Men
Caroline Criado Pérez - 2019
From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.Celebrated feminist advocate Caroline Criado Perez investigates the shocking root cause of gender inequality and research in Invisible Women, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.
Humans Are Underrated: Proving Your Value in the Age of Brilliant Technology
Geoff Colvin - 2015
In a world like that, how will we and our children achieve a rising standard of living?The real issue is what we humans are hardwired to do for and with one another, arising from our deepest, most essentially human abilities—empathy, social sensitivity, storytelling, humor, forming relationships, creativity. These are how we create value that all people hunger for, that is unique and not easily quantified.Individuals and companies are already discovering that these high-value abilities create tremendous competitive advantage—more devoted customers, stronger cultures, breakthrough ideas, more effective teams. They’re discovering also that while many of us regard these abilities as innate traits—“he’s a real people person,” “she’s naturally creative”—it turns out they can all be developed and are being developed in far-sighted organizations from software firms to the U.S. Army to the Cleveland Clinic. To a far greater degree than most of us ever imagined, we already have what it takes.
The Cold Start Problem
Andrew Chen - 2021
Startups face daunting challenges entering the technology ecosystem, including stiff competition, copycats, and ineffective marketing channels. Teams launching new products must consider the advantages of “the network effect,” where a product or service’s value increases as more users engage with it. Apple, Google, Microsoft, and other tech giants utilize network effects, and most tech products incorporate them, whether they’re messaging apps, workplace collaboration tools, or marketplaces. Network effects provide a path for fledgling products to break through, attracting new users through viral growth and word of mouth.Yet most entrepreneurs lack the vocabulary and context to describe them—much less understand the fundamental principles that drive the effect. What exactly are network effects? How do teams create and build them into their products? How do products compete in a market where every player has them? Andrew Chen draws on his experience and on interviews with the CEOs and founding teams of LinkedIn, Twitch, Zoom, Dropbox, Tinder, Uber, Airbnb, Pinterest — to provide unique insights in answering these questions. Chen also provides practical frameworks and principles that can be applied across products and industries. The Cold Start Problem reveals what makes winning networks successful, why some startups fail to successfully scale, and most crucially, why products that create and compete using the network effect are vitally important today.
Do More Great Work: Stop the Busywork. Start the Work That Matters.
Michael Bungay Stanier - 2010
You put in the hours. Yet you feel like you are constantly treading water with "Good Work" that keeps you going but never quite moves you ahead. Or worse, you are mired in "Bad Work"—endless meetings and energy-draining bureaucratic traps.Do More Great Work gets to the heart of the problem: Even the best performers are spending less than a fraction of their time doing "Great Work"—the kind of innovative work that pushes us forward, stretches our creativity, and truly satisfies us. Michael Bungay Stanier, Canadian Coach of the Year in 2006, is a business consultant who’s found a way to move us away from bad work (and even good work), and toward more time spent doing great work.When you’re up to your eyeballs answering e-mail, returning phone calls, attending meetings and scrambling to get that project done, you can turn to this inspirational, motivating, and at times playful book for invaluable guidance. In fifteen exercises, Do More Great Work shows how you can finally do more of the work that engages and challenges you, that has a real impact, that plays to your strengths—and that matters.The exercises are "maps"—brilliantly simple visual tools that help you find, start and sustain Great Work, revealing how to:Find clues to your own Great Work—they’re all around youLocate the sweet spot between what you want to do and what your organization wants you to doGenerate new ideas and possibilities quicklyBest manage your overwhelming workloadDouble the likelihood that you’ll do what you want to doAll it takes is ten minutes a day, a pencil and a willingness to change. Do More Great Work will not only help you identify what the Great Work of your life is, it will tell you how to do it.
Scale: The Universal Laws of Growth, Innovation, Sustainability, and the Pace of Life in Organisms, Cities, Economies, and Companies
Geoffrey B. West - 2017
The term “complexity” can be misleading, however, because what makes West’s discoveries so beautiful is that he has found an underlying simplicity that unites the seemingly complex and diverse phenomena of living systems, including our bodies, our cities and our businesses. Fascinated by issues of aging and mortality, West applied the rigor of a physicist to the biological question of why we live as long as we do and no longer. The result was astonishing, and changed science, creating a new understanding of energy use and metabolism: West found that despite the riotous diversity in the sizes of mammals, they are all, to a large degree, scaled versions of each other. If you know the size of a mammal, you can use scaling laws to learn everything from how much food it eats per day, what its heart-rate is, how long it will take to mature, its lifespan, and so on. Furthermore, the efficiency of the mammal’s circulatory systems scales up precisely based on weight: if you compare a mouse, a human and an elephant on a logarithmic graph, you find with every doubling of average weight, a species gets 25% more efficient—and lives 25% longer. This speaks to everything from how long we can expect to live to how many hours of sleep we need. Fundamentally, he has proven, the issue has to do with the fractal geometry of the networks that supply energy and remove waste from the organism's body. West's work has been game-changing for biologists, but then he made the even bolder move of exploring his work's applicability to cities. Cities, too, are constellations of networks and laws of scalability relate with eerie precision to them. For every doubling in a city's size, the city needs 15% less road, electrical wire, and gas stations to support the same population. More amazingly, for every doubling in size, cities produce 15% more patents and more wealth, as well as 15% more crime and disease. This broad pattern lays the groundwork for a new science of cities. Recently, West has applied his revolutionary work on cities and biological life to the business world. This investigation has led to powerful insights into why some companies thrive while others fail. The implications of these discoveries are far-reaching, and are just beginning to be explored. Scale is a thrilling scientific adventure story about the elemental natural laws that bind us together in simple but profound ways. Through the brilliant mind of Geoffrey West, we can envision how cities, companies and biological life alike are dancing to the same simple, powerful tune, however diverse and unrelated they are to each other.From the Hardcover edition.
Thank You for Being Late: An Optimist's Guide to Thriving in the Age of Accelerations
Thomas L. Friedman - 2016
Friedman shows that we have entered an age of dizzying acceleration--and explains how to live in it. Due to an exponential increase in computing power, climbers atop Mount Everest enjoy excellent cell-phone service and self-driving cars are taking to the roads. A parallel explosion of economic interdependency has created new riches as well as spiraling debt burdens. Meanwhile, Mother Nature is also seeing dramatic changes as carbon levels rise and species go extinct, with compounding results.How do these changes interact, and how can we cope with them? To get a better purchase on the present, Friedman returns to his Minnesota childhood and sketches a world where politics worked and joining the middle class was an achievable goal. Today, by contrast, it is easier than ever to be a maker (try 3-D printing) or a breaker (the Islamic State excels at using Twitter), but harder than ever to be a leader or merely "average." Friedman concludes that nations and individuals must learn to be fast (innovative and quick to adapt), fair (prepared to help the casualties of change), and slow (adept at shutting out the noise and accessing their deepest values). With vision, authority, and wit, Thank You for Being Late establishes a blueprint for how to think about our times.
Irresistible: The Rise of Addictive Technology and the Business of Keeping Us Hooked
Adam Alter - 2017
We obsess over our emails, Instagram likes, and Facebook feeds; we binge on TV episodes and YouTube videos; we work longer hours each year; and we spend an average of three hours each day using our smartphones. Half of us would rather suffer a broken bone than a broken phone, and Millennial kids spend so much time in front of screens that they struggle to interact with real, live humans. In this revolutionary book, Adam Alter, a professor of psychology and marketing at NYU, tracks the rise of behavioral addiction, and explains why so many of today's products are irresistible. Though these miraculous products melt the miles that separate people across the globe, their extraordinary and sometimes damaging magnetism is no accident. The companies that design these products tweak them over time until they become almost impossible to resist. By reverse engineering behavioral addiction, Alter explains how we can harness addictive products for the good—to improve how we communicate with each other, spend and save our money, and set boundaries between work and play—and how we can mitigate their most damaging effects on our well-being, and the health and happiness of our children.
Radical Candor: Be a Kickass Boss Without Losing Your Humanity
Kim Malone Scott - 2017
While this advice may work for everyday life, it is, as Kim Scott has seen, a disaster when adopted by managers.Scott earned her stripes as a highly successful manager at Google and then decamped to Apple, where she developed a class on optimal management. She has earned growing fame in recent years with her vital new approach to effective management, the “radical candor” method.Radical candor is the sweet spot between managers who are obnoxiously aggressive on one side and ruinously empathetic on the other. It’s about providing guidance, which involves a mix of praise as well as criticism—delivered to produce better results and help employees achieve.Great bosses have strong relationships with their employees, and Scott has identified three simple principles for building better relationships with your employees: make it personal, get (sh)it done, and understand why it matters.Radical Candor offers a guide to those bewildered or exhausted by management, written for bosses and those who manage bosses. Taken from years of the author’s experience, and distilled clearly giving actionable lessons to the reader; it shows managers how to be successful while retaining their humanity, finding meaning in their job, and creating an environment where people both love their work and their colleagues.
This is Marketing: You Can't Be Seen Until You Learn To See
Seth Godin - 2018
He is the inventor of countless ideas and phrases that have made their way into mainstream business language, from Permission Marketing to Purple Cow to Tribes to The Dip. Now, for the first time, Godin offers the core of his marketing wisdom in one accessible, timeless package. At the heart of his approach is a big idea: Great marketers don't use consumers to solve their company's problem; they use marketing to solve other people's problems. They don't just make noise; they make the world better. Truly powerful marketing is grounded in empathy, generosity, and emotional labour.This book teaches you how to identify your smallest viable audience; draw on the right signals and signs to position your offering; build trust and permission with your target market; speak to the narratives your audience tells themselves about status, affiliation, and dominance; spot opportunities to create and release tension; and give people the tools to achieve their goals.It's time for marketers to stop lying, spamming, and feeling guilty about their work. It's time to stop confusing social media metrics with true connections. It's time to stop wasting money on stolen attention that won't pay off in the long run. This is Marketing offers a better approach that will still apply for decades to come, no matter how the tactics of marketing continue to evolve.