Superforecasting: The Art and Science of Prediction


Philip E. Tetlock - 2015
    Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts’ predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight, and Tetlock has spent the past decade trying to figure out why. What makes some people so good? And can this talent be taught?   In Superforecasting, Tetlock and coauthor Dan Gardner offer a masterwork on prediction, drawing on decades of research and the results of a massive, government-funded forecasting tournament. The Good Judgment Project involves tens of thousands of ordinary people—including a Brooklyn filmmaker, a retired pipe installer, and a former ballroom dancer—who set out to forecast global events. Some of the volunteers have turned out to be astonishingly good. They’ve beaten other benchmarks, competitors, and prediction markets. They’ve even beaten the collective judgment of intelligence analysts with access to classified information. They are "superforecasters."   In this groundbreaking and accessible book, Tetlock and Gardner show us how we can learn from this elite group. Weaving together stories of forecasting successes (the raid on Osama bin Laden’s compound) and failures (the Bay of Pigs) and interviews with a range of high-level decision makers, from David Petraeus to Robert Rubin, they show that good forecasting doesn’t require powerful computers or arcane methods. It involves gathering evidence from a variety of sources, thinking probabilistically, working in teams, keeping score, and being willing to admit error and change course. Superforecasting offers the first demonstrably effective way to improve our ability to predict the future—whether in business, finance, politics, international affairs, or daily life—and is destined to become a modern classic.

Treasure Hunt: Inside the Mind of the New Consumer


Michael J. Silverstein - 2006
    For instance, the average mall shopper will spend about $100, then leave when she hits that limit. She'll probably buy shoes rather than clothing, because she doesn't want to think about her dress size. And the store most likely to get her money isn't the one with the nicest display or the deepest discounts-it's the one closest to her parking spot.In his consulting with dozens of leading companies, Michael J. Silverstein has interviewed thousands of customers, extracting fascinating patterns about what really drives their purchase decisions. His first book, the acclaimed bestseller Trading Up, has taught a generation of marketers about the "new luxury" phenomenon, and why consumers will happily pay a steep premium for goods and services that are emotionally satisfying, from golf clubs to bathroom fixtures to beauty products.But Trading Up revealed only part of the story of the new consumer. The same middle-class people who are happily trading up at Victoria's Secret and Panera are going on treasure hunts at Costco and Home Depot. And they are often getting as much emotional satisfaction in the discount stores as in the luxury stores. TREASURE HUNT shows how even the most mundane shopping-for things like paper towels and pet food-has become an adventure rather than a tedious chore.In just about every category, both the high end and the low end are growing and innovation- rich. Many middle-class consumers gladly spend $5 a day for a Starbucks venti latte; others spend forty cents a day on home-brewed coffee, feel good about their frugality, and save up the difference to buy Apple's newest Nano. TREASURE HUNT explains the success of companies as diverse as Dollar General, H. E. Butt, eBay, Commerce Bank, and Tchibo.But beware: in our bifurcated global market, businesses need a clear strategy for aiming high or low, while avoiding the treacherous middle, where so many have recently stumbled. If your offering isn't exciting enough to inspire trading up, but not enough of a bargain to satisfy the treasure hunters, you'll have no emotional connection with your target audience. And then, as many fallen companies have discovered, your tried-and-true marketing strategies will go into a severe stall.TREASURE HUNT takes us into the homes of real people making real decisions, and into the CEO's offices of innovative companies finding new ways to accommodate them. Written with the same flair, empathy, and intelligence that made Trading Up an instant classic, this is an essential guide to the moods and habits of the constantly changing consumer.

Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are


Seth Stephens-Davidowitz - 2017
    This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.

The Wal-Mart Effect: How the World's Most Powerful Company Really Works - and How It's Transforming the American Economy


Charles Fishman - 2006
    But no book until this one has managed to penetrate its wall of silence or go beyond the usual polemics to analyze its actual effects on its customers, workers, and suppliers. Drawing on unprecedented interviews with former Wal-Mart executives and a wealth of staggering data (e.g., Americans spend $36 million an hour at Wal-Mart stores, and in 2004 its growth alone was bigger than the total revenue of 469 of the Fortune 500), The Wal-Mart Effect is an intimate look at a business that is dramatically reshaping our lives.

HBR's 10 Must Reads on Strategy (including featured article “What Is Strategy?” by Michael E. Porter)


Michael E. PorterRobert S. Kaplan - 2010
    Porter). We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you catalyze your organization's strategy development and execution.HBR's 10 Must Reads on Strategy will inspire you to:• Distinguish your company from rivals• Clarify what your company will and won't do• Craft a vision for an uncertain future• Create blue oceans of uncontested market space• Use the Balanced Scorecard to measure your strategy• Capture your strategy in a memorable phrase• Make priorities explicit• Allocate resources early• Clarify decision rights for faster decision making"This collection of best-selling articles includes: featured article "What Is Strategy?" by Michael E. Porter, "The Five Competitive Forces That Shape Strategy," "Building Your Company's Vision," "Reinventing Your Business Model," "Blue Ocean Strategy," "The Secrets to Successful Strategy Execution," "Using the Balanced Scorecard as a Strategic Management System," "Transforming Corner-Office Strategy into Frontline Action," "Turning Great Strategy into Great Performance," and "Who Has the D? How Clear Decision Roles Enhance Organizational Performance."

Analytics at Work: Smarter Decisions, Better Results


Thomas H. Davenport - 2010
    But a powerful new business tool - analytics - is enabling many firms to aggressively leverage their data in key business decisions and processes, with impressive results.In their previous book, Competing on Analytics, Thomas Davenport and Jeanne Harris showed how pioneering firms were building their entire strategies around their analytical capabilities. Rather than "going with the gut" when pricing products, maintaining inventory, or hiring talent, managers in these firms use data, analysis, and systematic reasoning to make decisions that improve efficiency, risk-management, and profits.Now, in Analytics at Work, Davenport, Harris, and coauthor Robert Morison reveal how any manager can effectively deploy analytics in day-to-day operations—one business decision at a time. They show how many types of analytical tools, from statistical analysis to qualitative measures like systematic behavior coding, can improve decisions about everything from what new product offering might interest customers to whether marketing dollars are being most effectively deployed.Based on all-new research and illustrated with examples from companies including Humana, Best Buy, Progressive Insurance, and Hotels.com, this implementation-focused guide outlines the five-step DELTA model for deploying and succeeding with analytical initiatives. You'll learn how to:· Use data more effectively and glean valuable analytical insights· Manage and coordinate data, people, and technology at an enterprise level· Understand and support what analytical leaders do· Evaluate and choose realistic targets for analytical activity· Recruit, hire, and manage analystsCombining the science of quantitative analysis with the art of sound reasoning, Analytics at Work provides a road map and tools for unleashing the potential buried in your company's data.

What Were They Thinking?: Unconventional Wisdom About Management


Jeffrey Pfeffer - 2007
    The book contains a series of short chapters filled with examples, data, and insights that challenge questionable assumptions and much conventional management wisdom. Each chapter also provides guidelines about how to think more deeply and intelligently about critical management issues. Covering topics ranging from managing people to leadership to measurement and strategy, it’s good organizational advice, delivered by Dr. Pfeffer himself.

Six Simple Rules: How to Manage Complexity without Getting Complicated


Yves Morieux - 2014
    And, all the while, organizational complicatedness—that is, the number of structures, processes, committees, decision-making forums, and systems—has increased by a whopping factor of thirty-five. In their attempt to respond to the increasingly complex performance requirements they face, company leaders have created an organizational labyrinth that makes it more and more difficult to improve productivity and to pursue innovation. It also disengages and demotivates the workforce.Clearly it’s time for leaders to stop trying to manage complexity with their traditional tools and instead better leverage employees' intelligence. This book shows you how and explains the implications for designing and leading organizations.The way to manage complexity, the authors argue, is neither with the hard solutions of another era nor with the soft solutions—such as team building and feel-good “people initiatives”—that often follow in their wake. Based on social sciences (notably economics, game theory, and organizational sociology) and The Boston Consulting Group’s work with more than five hundred companies in more than forty countries and in various industries, authors Yves Morieux and Peter Tollman recommend six simple rules to manage complexity without getting complicated.Showing why the rules work and how to put them into practice, Morieux and Tollman give managers a much-needed tool to reinvigorate people in the face of seemingly endless complexity. Included are detailed examples from companies that have achieved a multiplicative effect on performance by using them.It’s time to manage complexity better. Employ these six simple rules to foster autonomy and cooperation and to effectively handle business complexity. As a result, you will improve productivity, innovate more, reengage your workforce, and seize opportunities to create competitive advantage.

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.

Seeing What Others Don't: The Remarkable Ways We Gain Insights


Gary Klein - 2013
    We also need insights into the everyday things that frustrate and confuse us so that we can more effectively solve problems and get things done. Yet we know very little about when, why, or how insights are formed—or what blocks them. In Seeing What Others Don't, renowned cognitive psychologist Gary Klein unravels the mystery.Klein is a keen observer of people in their natural settings—scientists, businesspeople, firefighters, police officers, soldiers, family members, friends, himself—and uses a marvelous variety of stories to illuminate his research into what insights are and how they happen. What, for example, enabled Harry Markopolos to put the finger on Bernie Madoff? How did Dr. Michael Gottlieb make the connections between different patients that allowed him to publish the first announcement of the AIDS epidemic? What did Admiral Yamamoto see (and what did the Americans miss) in a 1940 British attack on the Italian fleet that enabled him to develop the strategy of attack at Pearl Harbor? How did a “smokejumper” see that setting another fire would save his life, while those who ignored his insight perished? How did Martin Chalfie come up with a million-dollar idea (and a Nobel Prize) for a natural flashlight that enabled researchers to look inside living organisms to watch biological processes in action?Klein also dissects impediments to insight, such as when organizations claim to value employee creativity and to encourage breakthroughs but in reality block disruptive ideas and prioritize avoidance of mistakes. Or when information technology systems are “dumb by design” and block potential discoveries. Both scientifically sophisticated and fun to read, Seeing What Others Don't shows that insight is not just a “eureka!” moment but a whole new way of understanding.

The Conversation Manager: The Power of the Modern Consumer/The End of the Traditional Advertiser


Steven Van Belleghem - 2010
    This book looks at how to deal with the changing consumer and the social media as a marketing specialist.

Brick by Brick: How LEGO Rewrote the Rules of Innovation and Conquered the Global Toy Industry


David C. Robertson - 2013
    By following the teams that are inventing some of the world's best-loved toys, it spotlights the company's disciplined approach to harnessing creativity and recounts one of the most remarkable business transformations in recent memory. Brick by Brick reveals how LEGO failed to keep pace with the revolutionary changes in kids' lives and began sliding into irrelevance. When the company's leaders implemented some of the business world's most widely espoused prescriptions for boosting innovation, they ironically pushed the iconic toymaker to the brink of bankruptcy. The company's near-collapse shows that what works in theory can fail spectacularly in the brutally competitive global economy. It took a new LEGO management team – faced with the growing rage for electronic toys, few barriers to entry, and ultra-demanding consumers (ten-year old boys) – to reinvent the innovation rule book and transform LEGO into one of the world's most profitable, fastest-growing companies.  Along the way, Brick by Brick reveals how LEGO:- Became truly customer-driven by co-creating with kids as well as its passionate adult fans- Looked beyond products and learned to leverage a full-spectrum approach to innovation- Opened its innovation process by using both the "wisdom of crowds" and the expertise of elite cliques- Discovered uncontested, "blue ocean" markets, even as it thrived in brutally competitive red oceans- Gave its world-class design teams enough space to create and direction to deliver built a culture where profitable innovation flourishes Sometimes radical yet always applicable, Brick by Brick abounds with real-world lessons for unleashing breakthrough innovation in your organization, just like LEGO. Whether you're a senior executive looking to make your company grow, an entrepreneur building a startup from scratch, or a fan who wants to instill some of that LEGO magic in your career, you'll learn how to build your own innovation advantage, brick by brick.

Marketing Metrics: 50+ Metrics Every Executive Should Master


Paul W. Farris - 2006
    In Marketing Metrics, four leading researchers and consultants systematically introduce today's most powerful marketing metrics. The authors show how to use a "dashboard" of metrics to view market dynamics from various perspectives, maximize accuracy, and "triangulate" to optimal solutions. Their comprehensive coverage includes measurements of promotional strategy, advertising, and distribution; customer perceptions; market share; competitors' power; margins and profits; products and portfolios; customer profitability; sales forces and channels; pricing strategies; and more. You'll learn how and when to apply each metric, and understand tradeoffs and nuances that are critical to using them successfully. The authors also demonstrate how to use marketing metrics as leading indicators, identifying crucial new opportunities and challenges. For clarity and simplicity all calculations can be performed by hand, or with basic spreadsheet techniques. In coming years, few marketers will rise to senior executive levels without deep fluency in marketing metrics. This book is the fastest, easiest way to gain that fluency.

Web Analytics 2.0: The Art of Online Accountability & Science of Customer Centricity [With CDROM]


Avinash Kaushik - 2009
    "Web Analytics 2.0" presents a new framework that will permanently change how you think about analytics. It provides specific recommendations for creating an actionable strategy, applying analytical techniques correctly, solving challenges such as measuring social media and multichannel campaigns, achieving optimal success by leveraging experimentation, and employing tactics for truly listening to your customers. The book will help your organization become more data driven while you become a super analysis ninja Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Managing Your Boss


John J. Gabarro - 2008
    In this handy guidebook, the authors contend that you manage your boss for a very good reason: to do your best on the job—and thereby benefit not only yourself but also your supervisor and your entire company. Your boss depends on you for cooperation, reliability, and honesty. And you depend on him or her for links to the rest of the organization, for setting priorities, and for obtaining critical resources. By managing your boss—clarifying your own and your supervisor's strengths, weaknesses, goals, work styles, and needs—you cultivate a relationship based on mutual respect and understanding. The result? A healthy, productive bond that enables you both to excel. Gabarro and Kotter provide valuable guidelines for building this essential relationship—including strategies for determining how your boss prefers to process information and make decisions, tips for communicating mutual expectations, and tactics for negotiating priorities. Thought provoking and practical, Managing Your Boss enables you to lay the groundwork for one of the most crucial working relationships you'll have in your career.