The author offers a pioneering roadmap to responsible macroeconomics and corporate growth."-Clayton Christensen, Professor of Business Administration, Harvard Business School and author of The Innovator's Dilemma"I hope this book will be able to influence the thought processes of corporations and motivate them to adapt to forthcoming business realities for the sake of their own long-term existence. Besides business leaders, this is a thought-provoking book for the readers who are looking for solutions to capitalism's problems."-Muhammad Yunus, Founder and Managing Director, Grameen Bank, Bangladesh and 2007 Nobel Peace Prize recipient"Capitalism at the Crossroads is a practical manifesto for business in the twenty-first century. Professor Stuart L. Hart provides a succinct framework for managers to harmonize concerns for the planet with wealth creation and unambiguously demonstrates the connection between the two. This book represents a turning point in the debate about the emerging role and responsibility of business in society."-C.K. Prahalad, Ross School of Business, University of Michigan, co-author of Competing for the Future and author of The Fortune at the Bottom of the Pyramid "Stuart Hart was there at the beginning. Years ago when the term 'sustainability' had not yet reached the business schools, Stuart Hart stood as a beacon glowing in the umbrage. It is clear commerce is the engine of change, design the first signal of human intention, and global capitalism is at the crossroads. Stuart Hart is there again; this time lighting up the intersection."-William McDonough, University of Virginia, co-author of Cradle to Cradle"Professor Hart is on the leading edge of making sustainability an understandable and useful framework for building business value. This book brings together much of his insights developed over the past decade. Through case studies and practical advice, he argues powerfully that unlimited opportunities for profitable business growth will flow to those companies that bring innovative technology and solutions to bear on some of the world's most intractable social and environmental problems."-Chad Holliday, Chairman and CEO, DuPont"Capitalism at the Crossroads clearly reveals the essence of what sustainability means to today's business world. Hart's analysis that businesses must increasingly adopt a business framework based on building sustainable value speaks to the entire sustainability movement's relevance. Sustainability is more than today's competitive edge; it is tomorrow's model for success."-Don Pether, President and CEO, Dofasco Inc."Stuart Hart has written a book full of big insights painted with bold strokes. He may make you mad. He will certainly make you think."-Jonathan Lash, President, The World Resources Institute"A must-read for every CEO--and every MBA."-John Elkington, Chairman, SustainAbility"This book provides us with a vast array of innovative and practical ideas to accelerate the transformation to global sustainability and the role businesses and corporations will have to play therein. Stuart Hart manages to contribute in an essential way to the growing intellectual capital that addresses this topic. But, beyond that, the book will also prove to be a pioneer in the literature on corporate strategy by adding this new dimension to the current thinking."-Jan Oosterveld, Professor, IESE Business School, Barcelona, Spain Member, Group Management Committee (Ret.), Royal Philips Electronics"Capitalism at the Crossroads captures a disturbing and descriptive picture of the global condition. Dr. Hart constructs a compelling new corporate business model that simultaneously merges the metric of profitability along with societal value and environmental integrity. He challenges the corporate sector to take the lead and to invoke this change so that the benefits of capitalism can be shared with the entire human community worldwide."-Mac Bridger, CEO of Tandus Group"Stuart L. Hart makes a very important contribution to the understanding of how enterprise can help save the world's environment. Crucial reading."-Hernando de Soto, President of The Institute for Liberty and Democracy and author of The Mystery of Capital"Stuart Hart's insights into the business sense of sustainability come through compellingly in Capitalism at the Crossroads. Any businessperson interested in the long view will find resonance with his wise reasoning."-Ray Anderson, Founder and Chairman, Interface, Inc."This stimulating book documents the central role that business will play in humanity's efforts to develop a sustainable global economy. Professor Hart presents an attractive vision of opportunity for those corporations that develop the new technologies, new business models, and new mental frames that are essential to a sustainable future."-Jeffrey Lehman, Former President of Cornell University"The people of the world are in desperate need of new ideas if global industrial development is ever to result in something other than the rich getting richer and the poor getting poorer, with nature (and potentially all of us) suffering the collateral damage. Few have contributed more to meeting this need over the past decade than Stuart Hart by helping to illuminate the potential role for business and new thinking in business strategy in the journey ahead. Capitalism at the Crossroads challenges, provokes, and no doubt will stimulate many debates--which is exactly what is needed."-Peter Senge, Massachusetts Institute of Technology, Chairperson of the Society for Organizational Learning, and author of The Fifth Discipline: The Art and Practice of The Learning OrganizationNew Foreword by Al Gore Brand-New Second Edition, Completely Revised with: Up-to-the-minute trends and lessons learned New and updated case studies The latest corporate responses to climate change, energy, and terrorism Global capitalism stands at a crossroads-facing terrorism, environmental destruction, and anti-globalization backlash. Today's global companies are at a crossroads, too-searching desperately for new sources of profitable growth. Stuart L. Hart's Capitalism at the Crossroads, Second Edition is about solving both of those problems at the same time.It's about igniting new growth by creating sustainable products that solve urgent societal problems. It's about using new technology to deliver profitable solutions that reduce poverty and protect the environment. It's about becoming truly indigenous to all your markets, and avoiding the pitfalls of first-generation "greening" and "sustainability" strategies.Hart has thoroughly revised this seminal book with new case studies, trends, and lessons learned-including the latest experiences of leaders like GE and Wal-Mart. You'll find new insights from the pioneering BoP Protocol initiative, in which multinationals are incubating new businesses in income-poor communities. You'll also discover creative new ways in which corporations are responding to global warming and terrorism. More than ever, this book points the way toward a capitalism that's more inclusive, more welcome, and far more successful-for both companies and communities, worldwide.Paths to profitable sustainability: Lessons from GE and Wal-Mart Shattering the "trade-off" myth New commercial strategies for serving the "base of the pyramid" What enterprises have learned about doing business in income-poor regions Becoming indigenous-for real, for good Codiscovering new opportunities, cocreating new businesses with the poor Learning from leaders: 20+ new and updated case studies Best practices from DuPont, HP, Unilever, SC Johnson, Tata, P&G, Cemex, and more About the Author xiiAcknowledgments xiiiForeword: Al Gore, Former Vice President of the U.S. xxivForeword: Fisk Johnson, Chairman and CEO, S.C. Johnson & Son, Inc. xxviiPrologue: Capitalism at the Crossroads xxxiPART ONE: MAPPING THE TERRAIN Chapter 1: From Obligation to Opportunity 3Chapter 2: Worlds in Collision 31Chapter 3: The Sustainable Value Portfolio 59PART TWO: BEYOND GREENING Chapter 4: Creative Destruction and Sustainability 87Chapter 5: The Great Leap Downward 111Chapter 6: Reaching the Base of the Pyramid 139PART THREE: BECOMING INDIGENOUS Chapter 7: Broadening the Corporate Bandwidth 169Chapter 8: Developing Native Capability 193Chapter 9: Toward a Sustainable Global Enterprise 223Epilogue 249Index 254

    But often their solutions fall far short of what they want to accomplish and what is truly needed. Moreover, the answers they propose and fund often produce the opposite of what they want over time. We end up with temporary shelters that increase homelessness, drug busts that increase drug-related crime, or food aid that increases starvation. How do these unintended consequences come about and how can we avoid them? By applying conventional thinking to complex social problems, we often perpetuate the very problems we try so hard to solve, but it is possible to think differently, and get different results. Systems Thinking for Social Change enables readers to contribute more effectively to society by helping them understand what systems thinking is and why it is so important in their work. It also gives concrete guidance on how to incorporate systems thinking in problem solving, decision making, and strategic planning without becoming a technical expert. Systems thinking leader David Stroh walks readers through techniques he has used to help people improve their efforts to end homelessness, improve public health, strengthen education, design a system for early childhood development, protect child welfare, develop rural economies, facilitate the reentry of formerly incarcerated people into society, resolve identity-based conflicts, and more. The result is a highly readable, effective guide to understanding systems and using that knowledge to get the results you want.

    A distinguished businesswoman and writer, she examines the phenomenon and traces its imprint in our private and working lives, and within governments and organizations, and asks: What makes us prefer ignorance? What are we so afraid of? Why do some people see more than others? And how can we change?We turn a blind eye in order to feel safe, to avoid conflict, to reduce anxiety, and to protect prestige. Greater understanding leads to solutions, and Heffernan shows how--by challenging our biases, encouraging debate, discouraging conformity, and not backing away from difficult or complicated problems--we can be more mindful of what's going on around us and be proactive instead of reactive.Covering everything from our choice of mates to the SEC, Bernard Madoff's investors, the embers of BP's refinery, the military in Afghanistan, and the dog-eat-dog world of subprime mortgage lenders, this provocative book demonstrates how failing to see--or admit to ourselves or our colleagues--the issues and problems in plain sight can ruin private lives and bring down corporations. Heffernan explains how willful blindness develops before exploring ways that institutions and individuals can combat it. In the tradition of Malcolm Gladwell and Nassim Nicholas Taleb, Margaret Heffernan's Willful Blindness, is a tour de force on human behavior that will open your eyes.

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    Engineering professor Barbara Oakley knows firsthand how it feels to struggle with math. She flunked her way through high school math and science courses, before enlisting in the army immediately after graduation. When she saw how her lack of mathematical and technical savvy severely limited her options—both to rise in the military and to explore other careers—she returned to school with a newfound determination to re-tool her brain to master the very subjects that had given her so much trouble throughout her entire life. In A Mind for Numbers, Dr. Oakley lets us in on the secrets to effectively learning math and science—secrets that even dedicated and successful students wish they’d known earlier. Contrary to popular belief, math requires creative, as well as analytical, thinking. Most people think that there’s only one way to do a problem, when in actuality, there are often a number of different solutions—you just need the creativity to see them. For example, there are more than three hundred different known proofs of the Pythagorean Theorem. In short, studying a problem in a laser-focused way until you reach a solution is not an effective way to learn math. Rather, it involves taking the time to step away from a problem and allow the more relaxed and creative part of the brain to take over. A Mind for Numbers shows us that we all have what it takes to excel in math, and learning it is not as painful as some might think!

    Blending both the practical and theoretical, the concrete and abstract, this book is both enjoyable to read and thoroughly researched. By clearly explaining different theories and the significance of cultural patterns and having readers practice what they learn via examples in the book, Intercultural Competence better prepares readers to interact in intercultural relationships. The book also provides a discussion of important ethical and social issues relating to intercultural communication. The authors cover U.S. cultures as well as global cultural issues.

    Brown advocates an approach to organizing the economy that embraces, rather than skirts, questions of values, sustainability, and inequality. Complementing the award-winning work of Paul Krugman and Jeffrey Sachs, and the paradigm-breaking spirit of Thomas Piketty and Amartya Sen, Brown incorporates the Buddhist emphasis on interconnectedness, capability, and happiness into her vision for a sustainable and compassionate world.Buddhist economics leads us to think mindfully as we go about our daily activities, and offers a way to appreciate how our actions affect the welfare of those around us. By replacing the endless cycle of desire with more positive collective priorities, our lives can become more meaningful as well as happier. Inspired by the popular seminar course Brown developed for UC Berkeley that has garnered international attention, Buddhist Economics represents an enlightened approach to our modern world infused with ancient wisdom, with benefits both personal and global, for generations to come.

    Sandel takes up one of the biggest ethical questions of our time: Isn't there something wrong with a world in which everything is for sale? If so, how can we prevent market values from reaching into spheres of life where they don't belong? What are the moral limits of markets?In recent decades, market values have crowded out nonmarket norms in almost every aspect of life. Without quite realizing it, Sandel argues, we have drifted from having a market economy to being a market society.In Justice, an international bestseller, Sandel showed himself to be a master at illuminating, with clarity and verve, the hard moral questions we confront in our everyday lives. Now, in What Money Can't Buy, he provokes a debate that's been missing in our market-driven age: What is the proper role of markets in a democratic society, and how can we protect the moral and civic goods that markets do not honor and money cannot buy?

    That is the scenario media guru Nicholas Negroponte predicted in the 1990s, with his hypothetical online newspaper The Daily Me—and it is one we experience now in daily ways. But, as media expert Joseph Turow shows, the customized media environment we inhabit today reflects diminished consumer power. Not only ads and discounts but even news and entertainment are being customized by newly powerful media agencies on the basis of data we don’t know they are collecting and individualized profiles we don’t know we have. Little is known about this new industry: how is this data being collected and analyzed? And how are our profiles created and used? How do you know if you have been identified as a “target” or “waste” or placed in one of the industry’s finer-grained marketing niches? Are you, for example, a Socially Liberal Organic Eater, a Diabetic Individual in the Household, or Single City Struggler? And, if so, how does that affect what you see and do online?Drawing on groundbreaking research, including interviews with industry insiders, this important book shows how advertisers have come to wield such power over individuals and media outlets—and what can be done to stop it.

    Information is provided on the fundamental concepts of table and graph design, the numbers and knowledge most suitable for display in a graphic form, the best tabular means to communicate certain ideas, and the component-level aspects of design. Analysts, technicians, and managers will appreciate the solid theory behind this outline for ensuring that tables and graphs present quantitative business information in a truthful, attractive format that facilitates better decision making.

    Instead of giving you the most broadly popular result, Google now tries to predict what you are most likely to click on. According to MoveOn.org board president Eli Pariser, Google's change in policy is symptomatic of the most significant shift to take place on the Web in recent years - the rise of personalization. In this groundbreaking investigation of the new hidden Web, Pariser uncovers how this growing trend threatens to control how we consume and share information as a society-and reveals what we can do about it.Though the phenomenon has gone largely undetected until now, personalized filters are sweeping the Web, creating individual universes of information for each of us. Facebook - the primary news source for an increasing number of Americans - prioritizes the links it believes will appeal to you so that if you are a liberal, you can expect to see only progressive links. Even an old-media bastion like "The Washington Post" devotes the top of its home page to a news feed with the links your Facebook friends are sharing. Behind the scenes a burgeoning industry of data companies is tracking your personal information to sell to advertisers, from your political leanings to the color you painted your living room to the hiking boots you just browsed on Zappos.In a personalized world, we will increasingly be typed and fed only news that is pleasant, familiar, and confirms our beliefs - and because these filters are invisible, we won't know what is being hidden from us. Our past interests will determine what we are exposed to in the future, leaving less room for the unexpected encounters that spark creativity, innovation, and the democratic exchange of ideas.While we all worry that the Internet is eroding privacy or shrinking our attention spans, Pariser uncovers a more pernicious and far-reaching trend on the Internet and shows how we can - and must - change course. With vivid detail and remarkable scope, The Filter Bubble reveals how personalization undermines the Internet's original purpose as an open platform for the spread of ideas and could leave us all in an isolated, echoing world.

    It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    Managerial decision making is the underlying theme, topics and applications are presented and organized in a manner that allow students to understand business research topics and functions.

    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.