The Model Thinker

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The Model Thinker

Author : Scott E. Page
Publisher : Basic Books
ISBN 13 : 0465094635
Total Pages : 585 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis The Model Thinker by : Scott E. Page

Download or read book The Model Thinker written by Scott E. Page and published by Basic Books. This book was released on 2018-11-27 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

The Model Thinker

Author : Scott E. Page
Publisher :
ISBN 13 : 9781541675711
Total Pages : 480 pages
Book Rating : 4.6/5 (757 download)

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Book Synopsis The Model Thinker by : Scott E. Page

Download or read book The Model Thinker written by Scott E. Page and published by . This book was released on 2021-03-16 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: How anyone can become a data whiz From the stock market to COVID-19 charts, census figures to marketing email blasts, we are awash with data. But as anyone who's ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical and statistical models-from linear regression to random walks and beyond-that can turn anyone into a data genius. At the core of the book is Page's "many-model paradigm," which shows us how to organize data with multiple models, leading to wiser choices, more accurate predictions, and more robust designs. Whether you're a scientist, pollster, blogger, or business person, The Model Thinker offers a toolkit for becoming a better, clearer thinker, able to leverage data and information to your advantage.

The Model Thinker

Author : Scott E. Page
Publisher : Hachette UK
ISBN 13 : 0465094635
Total Pages : 585 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis The Model Thinker by : Scott E. Page

Download or read book The Model Thinker written by Scott E. Page and published by Hachette UK. This book was released on 2018-11-27 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

Thinking in Systems

Author : Donella Meadows
Publisher : Chelsea Green Publishing
ISBN 13 : 1603581480
Total Pages : 242 pages
Book Rating : 4.6/5 (35 download)

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Book Synopsis Thinking in Systems by : Donella Meadows

Download or read book Thinking in Systems written by Donella Meadows and published by Chelsea Green Publishing. This book was released on 2008-12-03 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: The classic book on systems thinking—with more than half a million copies sold worldwide! "This is a fabulous book... This book opened my mind and reshaped the way I think about investing."—Forbes "Thinking in Systems is required reading for anyone hoping to run a successful company, community, or country. Learning how to think in systems is now part of change-agent literacy. And this is the best book of its kind."—Hunter Lovins In the years following her role as the lead author of the international bestseller, Limits to Growth—the first book to show the consequences of unchecked growth on a finite planet—Donella Meadows remained a pioneer of environmental and social analysis until her untimely death in 2001. Thinking in Systems is a concise and crucial book offering insight for problem solving on scales ranging from the personal to the global. Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life. Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking. While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner. In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.

The Great Mental Models, Volume 1

Author : Shane Parrish
Publisher : Penguin
ISBN 13 : 0593719972
Total Pages : 0 pages
Book Rating : 4.5/5 (937 download)

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Book Synopsis The Great Mental Models, Volume 1 by : Shane Parrish

Download or read book The Great Mental Models, Volume 1 written by Shane Parrish and published by Penguin. This book was released on 2024-10-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the essential thinking tools you’ve been missing with The Great Mental Models series by Shane Parrish, New York Times bestselling author and the mind behind the acclaimed Farnam Street blog and “The Knowledge Project” podcast. This first book in the series is your guide to learning the crucial thinking tools nobody ever taught you. Time and time again, great thinkers such as Charlie Munger and Warren Buffett have credited their success to mental models–representations of how something works that can scale onto other fields. Mastering a small number of mental models enables you to rapidly grasp new information, identify patterns others miss, and avoid the common mistakes that hold people back. The Great Mental Models: Volume 1, General Thinking Concepts shows you how making a few tiny changes in the way you think can deliver big results. Drawing on examples from history, business, art, and science, this book details nine of the most versatile, all-purpose mental models you can use right away to improve your decision making and productivity. This book will teach you how to: Avoid blind spots when looking at problems. Find non-obvious solutions. Anticipate and achieve desired outcomes. Play to your strengths, avoid your weaknesses, … and more. The Great Mental Models series demystifies once elusive concepts and illuminates rich knowledge that traditional education overlooks. This series is the most comprehensive and accessible guide on using mental models to better understand our world, solve problems, and gain an advantage.

The Systems Thinker - Mental Models

Author : Albert Rutherford
Publisher :
ISBN 13 :
Total Pages : 262 pages
Book Rating : 4.6/5 (132 download)

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Book Synopsis The Systems Thinker - Mental Models by : Albert Rutherford

Download or read book The Systems Thinker - Mental Models written by Albert Rutherford and published by . This book was released on 2020-02-13 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Regain focus. Select relevant information. Make quick and clear decisions. We are dealing with too many options, too much information, conflicting advice on general choices like what diet to choose, or who to choose as a mate. It's hard to maintain focus and be confident in our decisions under such conditions. The Systems Thinker -Mental Models helps you make decisions based on your relevant thought patterns and true values. Finding the most relevant information to YOU, the best decision to YOU is a matter of exploring YOUR thoughts and wants. Mental models are cognitive frameworks that you can use to make order in your head, tune out the noise, and focus on what's important - without getting overwhelmed. Mental models provide transparency, order, deeper understanding, context, and most importantly, a clear solution or conclusion about problems. Using systems thinking as your leading cognitive tool will provide depth AND width to your mental analysis.Learn how corporate executives, economists, and policy makers analyze big data and make decisions based on it.-Discover 12 powerful thinking tools to facilitate your though processes-Understanding and model dynamic systems-Learn to use mental models through real-life examplesMental models are so much more than a cognitive tool; they help with productivity, enhance understanding, boost critical thinking, and analytical skills.-Understand how corporations make multidimensional decisions -Learn to design your own mental models to map out your real priorities-Learn to include soft variables such as emotions into your analysis -Shift your mindset from blaming to accountability and resolve conflicts easier.

The Thinker's Guide to Clinical Reasoning

Author : David Hawkins
Publisher : Rowman & Littlefield
ISBN 13 : 1538133873
Total Pages : 61 pages
Book Rating : 4.5/5 (381 download)

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Book Synopsis The Thinker's Guide to Clinical Reasoning by : David Hawkins

Download or read book The Thinker's Guide to Clinical Reasoning written by David Hawkins and published by Rowman & Littlefield. This book was released on 2019-06-01 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Thinker’s Guide to Clinical Reasoning introduces healthcare students and professionals to the foundations of critical thinking and offers examples of applications within clinical fields. It is not enough for healthcare workers to have access to data and research, they must also know how to analyze and process information to guide patients in making the best decisions about their health. This process requires critical thinking skills often ignored in healthcare curricula. As part of the Thinker’s Guide Library, this book advances the mission of the Foundation for Critical Thinking to promote fairminded critical societies through cultivating essential intellectual abilities and virtues across every field of study across world.

Thinking, Fast and Slow

Author : Daniel Kahneman
Publisher : Farrar, Straus and Giroux
ISBN 13 : 1429969350
Total Pages : 511 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Thinking, Fast and Slow by : Daniel Kahneman

Download or read book Thinking, Fast and Slow written by Daniel Kahneman and published by Farrar, Straus and Giroux. This book was released on 2011-10-25 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Major New York Times bestseller Winner of the National Academy of Sciences Best Book Award in 2012 Selected by the New York Times Book Review as one of the ten best books of 2011 A Globe and Mail Best Books of the Year 2011 Title One of The Economist's 2011 Books of the Year One of The Wall Street Journal's Best Nonfiction Books of the Year 2011 2013 Presidential Medal of Freedom Recipient Kahneman's work with Amos Tversky is the subject of Michael Lewis's The Undoing Project: A Friendship That Changed Our Minds In his mega bestseller, Thinking, Fast and Slow, Daniel Kahneman, the renowned psychologist and winner of the Nobel Prize in Economics, takes us on a groundbreaking tour of the mind and explains the two systems that drive the way we think. System 1 is fast, intuitive, and emotional; System 2 is slower, more deliberative, and more logical. The impact of overconfidence on corporate strategies, the difficulties of predicting what will make us happy in the future, the profound effect of cognitive biases on everything from playing the stock market to planning our next vacation—each of these can be understood only by knowing how the two systems shape our judgments and decisions. Engaging the reader in a lively conversation about how we think, Kahneman reveals where we can and cannot trust our intuitions and how we can tap into the benefits of slow thinking. He offers practical and enlightening insights into how choices are made in both our business and our personal lives—and how we can use different techniques to guard against the mental glitches that often get us into trouble. Winner of the National Academy of Sciences Best Book Award and the Los Angeles Times Book Prize and selected by The New York Times Book Review as one of the ten best books of 2011, Thinking, Fast and Slow is destined to be a classic.

The Thinker's Guide to Engineering Reasoning

Author : Richard Paul
Publisher : Rowman & Littlefield
ISBN 13 : 1538133792
Total Pages : 58 pages
Book Rating : 4.5/5 (381 download)

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Book Synopsis The Thinker's Guide to Engineering Reasoning by : Richard Paul

Download or read book The Thinker's Guide to Engineering Reasoning written by Richard Paul and published by Rowman & Littlefield. This book was released on 2019-06-01 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Thinker’s Guide to Engineering Reasoningapplies critical thinking concepts to the field of engineering. Students and professionals across engineering will find their analytical abilities enhanced by the engaging authoritative framework set forth by Richard Paul and Linda Elder. For engineers to properly reason through engineering projects requires strong analytic skills. The best engineers are clear about their purposes, gather sufficient information, and develop innovations. This requires critical reasoning and this guide offers tools essential to this process. As part of the Thinker’s Guide Library, this book advances the mission of the Foundation for Critical Thinking to promote fairminded critical societies through cultivating essential intellectual abilities and virtues within every field of study across the world.

The Great Mental Models

Author : Shane Parrish
Publisher :
ISBN 13 : 9781999449032
Total Pages : 397 pages
Book Rating : 4.4/5 (49 download)

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Book Synopsis The Great Mental Models by : Shane Parrish

Download or read book The Great Mental Models written by Shane Parrish and published by . This book was released on 2020-03-27 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second book in The Great Mental Models series and the highly anticipated follow up to the Wall Street Journal best seller, Volume 1: General Thinking Concepts. We tend to isolate the things we know in the domain we learned it. For example: What does the inertia of a rolling stone have to do with perseverance and being open minded? How can the ancient process of steel production make you a more creative and innovative thinker? What does the replication of our skin cells have to do with being a stronger and more effective leader? On the surface, these concepts may appear to be dissimilar and unrelated. But the surprising truth is the hard sciences (physics, chemistry, and biology) offer a wealth of useful tools you can use to develop critically important skills like: * Relationship building * Leadership * Communication * Creativity * Curiosity * Problem solving * Decision-making This second volume of the Great Mental Models series shows you how to make those connections. It explores the core ideas from the hard sciences and offers nearly two dozen models to add to your mental toolbox. You'll not only get a better understanding of the forces that influence the world around you, but you'll learn how to direct those forces to create outsized advantages in the areas of your life that matter most to you.

The Opposable Mind

Author : Roger L. Martin
Publisher : Harvard Business Press
ISBN 13 : 1422148106
Total Pages : 224 pages
Book Rating : 4.4/5 (221 download)

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Book Synopsis The Opposable Mind by : Roger L. Martin

Download or read book The Opposable Mind written by Roger L. Martin and published by Harvard Business Press. This book was released on 2009-07-07 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to be as successful as Jack Welch, Larry Bossidy, or Michael Dell, read their autobiographical advice books, right? Wrong, says Roger Martin in The Opposable Mind. Though following best practice can help in some ways, it also poses a danger: By emulating what a great leader did in a particular situation, you'll likely be terribly disappointed with your own results. Why? Your situation is different. Instead of focusing on what exceptional leaders do, we need to understand and emulate how they think. Successful businesspeople engage in what Martin calls integrative thinking creatively resolving the tension in opposing models by forming entirely new and superior ones. Drawing on stories of leaders as diverse as AG Lafley of Procter & Gamble, Meg Whitman of eBay, Victoria Hale of the Institute for One World Health, and Nandan Nilekani of Infosys, Martin shows how integrative thinkers are relentlessly diagnosing and synthesizing by asking probing questions including: What are the causal relationships at work here? and What are the implied trade-offs? Martin also presents a model for strengthening your integrative thinking skills by drawing on different kinds of knowledge including conceptual and experiential knowledge. Integrative thinking can be learned, and The Opposable Mind helps you master this vital skill.

Thinking in Systems and Mental Models

Author : Marcus P Dawson
Publisher :
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4.6/5 (751 download)

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Book Synopsis Thinking in Systems and Mental Models by : Marcus P Dawson

Download or read book Thinking in Systems and Mental Models written by Marcus P Dawson and published by . This book was released on 2020-08-13 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to understand the roles of thinking in systems and how they affect, hinder, or aid in the fulfillment of your life? Do you want to increase your thinking skills and build effective mental models? Just as every node on a network contributes to the final result, every action of a member of a particular organizational system contributes to the outcome. Without a broad view of interconnectedness, our problem-solving skills are limited and short-sighted, and our abilities to make long-term, beneficial decisions are hampered. If we only look to the immediate and the superficial, we forget that we are reliant on the smallest of parts. If we don't acknowledge the complexity of our interdependence, then we are doomed to replicate a system that will ultimately fail. Awareness of our interconnectedness is key to solving the biggest and most complex problems that we face in contemporary society. The real question is not whether we should use system thinking, but which of the many ideas, approaches, and techniques currently associated with the field of system thinking are most useful in specific settings. In the year of 1943, Kenneth Craik, a Scottish psychologist, explained that the human mind expects events and describes fundamentals by building small-scale models of the real world. A mental model is a way we represent and understand an event, phenomenon, or system in a compact manner. There is a mental model for everything that happens around you. In this book you will learn: - The key concepts of systems thinking - How to solve any problem with step by step method - Tips to improve your decision-making process - The role of Chaos Theory in systemic thinking - What is wrong with your current way of thinking and how you can improve it - Strategies for developing habits, mental toughness, and resilience to combat mental clutter - 40 mental models that you can use in your daily life - To identify the mental models you already use every day - How to expand your set of mental models, create new ones and use them effectively ... and much more! Systems thinking provides a framework for defining and solving problems. Start by paying attention to the questions you ask to practice thinking from a more systemic perspective. Extend your sense of what constitutes "the present." Try to think as "now" in terms of a longer block of time. Ask yourself what happened just a year ago. What is going on now? What happens next year? We can grasp interconnections that we may not have seen before by extending our sense of the "now." You are changing the way you think! It is not something easy and is an extremely challenging task. Just think about it. That is the way you have thought for all these years of your life. Your behavior and perception of things are influenced by mental models. You will be astonished as to how you start seeing the world in a different light the moment you expose yourself to a new mental model. Once you start using them in your life, your day-to-day life will start becoming so much easier. There is no end to the number of mental models that exist on this earth and you will learn about so many of them in this book. Right now. Ready to get started? But don't think too much about it. Click "Buy Now"!

Thinker, Faker, Spinner, Spy

Author : William Dinan
Publisher : Pluto Press (UK)
ISBN 13 :
Total Pages : 340 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Thinker, Faker, Spinner, Spy by : William Dinan

Download or read book Thinker, Faker, Spinner, Spy written by William Dinan and published by Pluto Press (UK). This book was released on 2007-06-20 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading writers expose the scandalous world of corporate spin and its impact on media freedom, democracy and the health of our planet

Mental Models

Author : Peter Hollins
Publisher : PublishDrive
ISBN 13 :
Total Pages : 137 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Mental Models by : Peter Hollins

Download or read book Mental Models written by Peter Hollins and published by PublishDrive. This book was released on 2019-06-27 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: 30 Practical and applicable guidelines to think smarter, faster, and with expert insight (even if you aren’t one). Mental models are like giving a treasure map to someone lost in the woods. They provide instant understanding, context, and most importantly, a path to the end destination. Now imagine having such a map for all problems and decisions in your life. Battle information overwhelm, focus on what really matters, and make complex decisions with speed and confidence. Mental Models: 30 Thinking Tools sheds light on true intelligence: it’s not about knowledge and knowing the capitals of all the countries in the world. It’s about how you think, and each mental model is a specific framework on how to think smart and with insight. You can approach the world by trying to analyze each piece of information separately, or you can learn mental models that do the work for you. Learn how billionaires/CEOs, Olympic athletes, and scientists think differently and avoid mistakes. Peter Hollins has studied psychology and peak human performance for over a dozen years and is a bestselling author. He has worked with a multitude of individuals to unlock their potential and path towards success. His writing draws on his academic, coaching, and research experience.

The Systems Thinker - Analytical Skills

Author : Albert Rutherford
Publisher :
ISBN 13 : 9781083162106
Total Pages : 192 pages
Book Rating : 4.1/5 (621 download)

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Book Synopsis The Systems Thinker - Analytical Skills by : Albert Rutherford

Download or read book The Systems Thinker - Analytical Skills written by Albert Rutherford and published by . This book was released on 2019-07-28 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your logic, reason, judgment, and wisdom. Increase your ability to create concise and reasoned arguments using data and evidence, to get a genuine conclusion.The Systems Thinker - Analytical Skills aims to raise the level of your mental performance by focusing on the fundamentals of how to use your mind effectively. This book will show you how to: -Increase your ability to analyze problems and to comprehend what you read, hear, experience in a logical manner. -Examine the logical structure of good and bad reasoning. -Look at what type of evidence are decisions commonly based on.-Detect common fallacies and rhetorical and psychological factors that can influence your thinking. The book presents the methods that good problem solvers use in understanding complex ideas. It provides practice in applying these methods to a variety of comprehension, analytical, and reasoning questions. It also includes a number of logical thinking problems to hone your logical thinking skills.Use these intellectual skills to analyze anything you might think about - questions, problems, disciplines.-The most widely used forms of analysis.-Guidance and practice to monitor your thoughts with the help of intellectual tools.-Learn to question purposes, problems, information, and concepts.-Interdisciplinary analytical tools to understand and assess your own reasoning, be it about a highly technical question or your everyday life. The Systems Thinker - Analytical Skills helps you to find the most fundamental logic of any discipline, problem, or thesis. Transfer your knowledge between and among subjects and fields of observation. -Learn four types of profound analysis.-Learn to read and create statistical charts.-Learn and correct the most frequent errors in reasoning.-Learn to complement your analytical thinking tools with synthetic, systemic, critical, and creative thinking tools.Good analytical thinking skills are deeply necessary if you are working in business, education, law, politics, and economics. Understanding the underlying structure of a problem can help you come up with the best solution. Adopt analytical thinking skills to make better decisions, assess situations more accurately, and persuade other people with more success to consider your point of view. This book serves as a springboard toward analytic proficiency.

Creating Great Choices

Author : Jennifer Riel
Publisher : Harvard Business Press
ISBN 13 : 1633692973
Total Pages : 272 pages
Book Rating : 4.6/5 (336 download)

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Book Synopsis Creating Great Choices by : Jennifer Riel

Download or read book Creating Great Choices written by Jennifer Riel and published by Harvard Business Press. This book was released on 2017-08-29 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Move Beyond Trade-Off Thinking When it comes to our hardest choices, it can seem as though making trade-offs is inevitable. But what about those crucial times when accepting the obvious trade-off just isn't good enough? What do we do when the choices in front of us don't get us what we need? In those cases, rather than choosing the least worst option, we can use the models in front of us to create a new and superior answer. This is integrative thinking. First introduced by world-renowned strategic thinker Roger Martin in The Opposable Mind, integrative thinking is an approach to problem solving that uses opposing ideas as the basis for innovation. Now, in Creating Great Choices, Martin and his longtime thinking partner Jennifer Riel vividly illustrate how integrative thinking works, and how to do it. The book includes fresh stories of successful integrative thinkers that will demystify the process of creative problem solving, as well as practical tools and exercises to help readers engage with the ideas. And it lays out the authors' four-step methodology for creating great choices, which can be applied in virtually any context. The result is a replicable, thoughtful approach to finding a "third and better way" to make important choices in the face of unacceptable trade‐offs. Insightful and instructive, Creating Great Choices blends storytelling, theory, and hands-on advice to help any leader or manager facing a tough choice.

Web Thinking

Author : Linda Seger
Publisher : Inner Ocean Publishing
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Web Thinking by : Linda Seger

Download or read book Web Thinking written by Linda Seger and published by Inner Ocean Publishing. This book was released on 2002 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author helps people shift from "rugged individualism" to a "relationship-oriented" outlook and presents a step-by-step process for rethinking linear thinking and using new images to visualize one's place in an interconnected world.