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October 1 - October 8, 2018
“Correlation is enough,”2 then-Wired editor in chief Chris Anderson famously declared in 2008. We can, he implied, solve innovation problems by the sheer brute force of the data deluge. Ever since Michael Lewis chronicled the Oakland A’s unlikely success in Moneyball (who knew on-base percentage was a better indicator of offensive success than batting averages?), organizations have been trying to find the Moneyball equivalent of customer data that will lead to innovation success. Yet few have. Innovation processes in many companies are structured and disciplined, and the talent applying them
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other. As Nate Silver, author of The Signal and the Noise: Why So Many Predictions Fail—But Some Don’t, points out, “ice cream sales and forest fires are correlated because both occur more often in the summer heat. But there is no causation; you don’t light a patch of the Montana brush on fire when you buy a pint of Häagen-Dazs.” Of course, it’s no surprise that correlation isn’t the same as causality. But although most organizations know that, I don’t think they act as if there is a difference. They’re comfortable with correlation. It allows managers to sleep at night. But correlation does
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Who would have imagined that a service that makes travelers pay to stay in a stranger’s spare bedroom would be valued at more than Marriott, Starwood, or Wyndham Worldwide? Airbnb did it. The videos that Sal Khan made to teach math to his young cousin were, by his description, “cheaper and crappier” than many other educational videos already online, but they now enable millions of students all over the world to learn at their own pace.
The foundation of our thinking is the Theory of Jobs to Be Done, which focuses on deeply understanding your customers’ struggle for progress and then creating the right solution and attendant set of experiences to ensure you solve your customers’ jobs well, every time. “Theory” may conjure up images of ivory tower musings, but I assure you that it is the most practical and useful business tool we can offer you. Good theory helps us understand “how” and “why.” It helps us make sense of how the world works and predict the consequences of our decisions and our actions. Jobs Theory5, we believe,
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Why is success so hard to sustain? That question nagged at me for years. In the early years of my career, I had the opportunity to work closely with many companies that were in trouble, first as a consultant for Boston Consulting Group and then as the CEO of my own company, CPS Technologies, a company I founded with several MIT professors to make products out of a set of advanced materials they had developed. And I witnessed firsthand how a lot of smart people were unable to fix the problems of once-great companies. At that same time, I watched the rise of a local Boston company, Digital
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In the mid-1990s, two consultants from Detroit asked if they could visit my office at Harvard Business School to learn more about my then newly published theory of disruptive innovation. Bob Moesta and his partner at the time, Rick Pedi, were developing a niche business advising bakeries and snack-food companies on developing new products that people would predictably buy. As we discussed the theory of disruption, I could see that it predicted very clearly what the established companies in the market would do in the face of an impending disruption from small bakers and snack-food companies. In
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People hired milk shakes for two very different jobs during the day, in two very different circumstances. Each job has a very different set of competitors—in the morning it was bagels and protein bars and bottles of fresh juice, for example; in the afternoon, milk shakes are competing with a stop at the toy store or rushing home early to shoot a few hoops—and therefore was being evaluated as the best solution according to very different criteria. This implies there is likely not just one solution for the fast-food chain seeking to sell more milk shakes. There are two. A one-size-fits-all
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In fact, Unilever’s dilemma helped me understand why one of the most important principles in innovation—what causes customers to make the choices they do—doesn’t seem to get traction with most organizations. Here’s how it played out: Inspired by our milk shake insights, my daughter Ann and I sat in our kitchen thinking about what job we might hire margarine to do. In our case, it was often hired to wet the popcorn just enough for the salt to stick. But not nearly as well as the better-tasting butter. So we headed into the field to our local Star Market to see if we could learn more about why
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Most of the world’s most successful innovators see problems through a different lens from the rest of us. Why didn’t Hertz come up with a Zipcar-like product first? Kodak came close to creating a kind of Facebook product long before Mark Zuckerberg did. Major yogurt manufacturers understood that there might be a demand for Greek yogurt well before Chobani founder Hamdi Ulukaya launched what is now a $1 billion business. AT&T introduced a “picture phone” at the 1964 World’s Fair, decades before Apple’s iPhone. Instead of looking at the way the world is and assuming that’s the best predictor of
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To understand how revolutionary Pasteur’s contributions were, consider the previously popular ideas that attempted to explain why people got sick. For nearly two thousand years, the medical profession believed that four different bodily fluids—blood, phlegm, yellow bile, and black bile—dominated the health and moods of people. When they were in harmony, all was right with the world. When they were out of sync, people fell ill or into “bad humor.” The theory was known as humorism. Doctors were never quite certain what caused imbalance among these humors—ideas ranged from seasons to diet to evil
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Why was Pasteur so successful, after hundreds of years of searching for explanations for the mysteries of human disease? Put simply, it was because Pasteur’s work helped develop a theory—germ theory—that described the actual causal mechanisms of disease transfer. Before Pasteur, there were either crude and untestable guesses or statements of broad correlation without an underlying causal mechanism. Pasteur’s work demonstrated that germs were transmitted through a process: microorganisms, too small to see with the naked eye, that live in the air, in water, on objects, and on skin. They can
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When was the last time you got into your car and worried about whether it would start? The good news is that it’s probably been longer than you can remember since that prospect crossed your mind. But as recently as the 1980s, that wasn’t the case. There were, certainly, plenty of decent cars coming out of Detroit, but there were also a worrying number of lemons, cars that never quite seemed to work properly. No sooner had a technician repaired or replaced one component that had failed in a lemon, than another and then another seemed to follow suit. Multiple system failures conspired to make
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As long as Toyota is continually identifying “anomalies” in the manufacturing process, every single defect is seen as an opportunity to make the process better. There are, in effect, a set of rules that ensure that this happens. For example, an employee must never add value to a part until it is ready to be used in the next step of adding value. It must be done in the same way, every time. That way managers know, definitely, that the value-adding step worked with the next step in the process. That creates an environment of repeated scientific experimentation. Each time it’s done the same way
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Over the years, I’ve come to the conclusion that good theory is what has been missing in the discussions about how companies can create successful innovations. Is innovation truly a crapshoot? Or is innovation difficult because we don’t know what causes it to succeed? I’ve watched so many smart, capable managers wrestle with all kinds of innovation challenges and nagging questions, but seldom the most fundamental one: What causes a customer to purchase and use a particular product or service? We believe Jobs Theory, at last, provides an answer.
Second, the idea of a “circumstance” is intrinsic to the definition of a job. A job can only be defined—and a successful solution created—relative to the specific context in which it arises. There are dozens of questions that could be important to answer in defining the circumstance of a job. “Where are you?” “When is it?” “Who are you with?” “While doing what?” “What were you doing half an hour ago?” “What will you be doing next?” “What social or cultural or political pressures exert influence?” And so on. Our notion of a circumstance can extend to other contextual factors as well, such as
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Many wonderful inventions have been, unwittingly, built only around satisfying a very general “need.” Take, for example, the Segway, a two-wheeled, self-balancing electric vehicle invented by Dean Kamen. In spite of the media frenzy around the release of Kamen’s “top secret” invention that was supposed to change transportation forever, the Segway was, by most measures, a flop. It had been conceived around the need of more efficient personal transportation. But whose need? When? Why? In what circumstances? What else matters in the moment when somebody might be trying to get someplace more
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Helping me feel like a good dad is not a Job to Be Done. It’s important to me, but it’s not going to trigger me to pull one product over another into my life. The concept is too abstract. A company couldn’t create a product or service to help me feel like a good dad without knowing the particular circumstances in which I’m trying to achieve that. The jobs I am hiring for are those that help me overcome the obstacles that get in the way of making progress toward the themes of my life—in specific circumstances. The full set of Jobs to Be Done as I go through life may roll up, collectively, into
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Consider some of the most recent entrepreneurial success stories through the lens of a Job to Be Done. Take Airbnb, for example. Airbnb could be reduced to its function—providing a place to stay when traveling. On that level, it’s competing against hotels. And by traditional measures of quality in the hotel industry, Airbnb is a far inferior option. Who would pay to stay on an air mattress on the floor of a stranger’s apartment—or sleep in a stranger’s spare bed—rather than stay in the privacy of their own hotel room? It turns out, lots of people. People weren’t hiring Airbnb only because it’s
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Here’s one example to illustrate the point. When a smoker takes a cigarette break, on one level he’s simply seeking the nicotine his body craves. That’s the functional dimension. But that’s not all that’s going on. He’s hiring cigarettes for the emotional benefit of calming him down, relaxing him. And if he works in a typical office building, he’s forced to go outside to a designated smoking area. But that choice is social, too—he can take a break from work and hang around with his buddies. From this perspective, people hire Facebook for many of the same reasons. They log onto Facebook during
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Because Aristotle’s was the accepted lens on the universe, centuries of medieval scientists and thinkers went to great lengths to make epicycles work. It wasn’t until the sixteenth century, with one simple but profound observation, that Renaissance astronomer Nicolaus Copernicus reframed our view of the universe. The planets revolved not around the earth, but around the sun. Finally, understanding that provided a foundation for some of the most important advances in history and the foundation for modern astronomy and calculus. Of course, it took eighteen centuries for someone like Copernicus
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“We were frustrated and struggling with our inability to grow,” he says now, “and focusing on the Jobs to Be Done felt like a no-brainer.” What had to change at SNHU as a consequence? “Pretty much everything,” LeBlanc recalls, and on two different tracks corresponding to the two distinct jobs. Instead of the second-class-citizen status the online portion of the university had been given since its inception, LeBlanc and his leadership team made it their focus. They moved the small online recruitment and administration team two miles away to new offices in a former mill yard in Manchester—a
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That realization helped Moesta and his team begin to understand the struggle these potential home buyers faced. “I went in thinking we were in the business of new home construction,” recalls Moesta. “But I realized we were instead in the business of moving lives.” With this understanding of the Job to Be Done, dozens of small, but important, changes were made to the offering. For example, the architect managed to create space in the units for a classic dining room table by reducing the size of the second bedroom by 20 percent. The company also focused on helping buyers with the anxiety of the
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Walkman cassette player was temporarily put on hold when market research indicated that consumers would never buy a tape player that didn’t have the capacity to record and that customers would be irritated by the use of earphones. But Morita ignored his marketing department’s warning, trusting his own gut instead. The Walkman went on to sell over 330 million units and created a worldwide culture of personal music devices.
You’ve spotted potential customers—consumers who are so unhappy with the available solutions to a job they very deeply want to solve that they’re going to great lengths to create their own solution. Whenever you see a compensating behavior, pay very close attention, because it’s likely a clue that there is an innovation opportunity waiting to be seized—one on which customers would place a high value. But you won’t even see these anomalies—compensating behavior and cobbled-together workarounds—if you’re not fully immersed in the context of their struggle.
Harvard Business School alum Rick Krieger and some partners decided to start QuickMedx, the forerunner of CVS MinuteClinics, after Krieger spent a frustrating few hours waiting in an emergency room for his son to get a strep-throat test. CVS MinuteClinic can see walk-in patients instantly and nurse practitioners can prescribe medicines for routine ailments, such as conjunctivitis, ear infections, and strep throat. Because most people don’t want to go to the doctor if they don’t have to, there are now more than a thousand MinuteClinic locations inside CVS pharmacy stores in thirty-three states.
What are the important, unsatisfied jobs in your own life, and in the lives of those closest to you? Flesh out the circumstances of these jobs, and the functional, emotional, and social dimensions of the progress you are trying to make—what innovation opportunities do these suggest? If you are a consumer of your own company’s products, what jobs do you use them to get done? Where do you see them falling short of perfectly nailing your jobs, and why? Who is not consuming your products today? How do their jobs differ from those of your current customers? What’s getting in the way of these
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What are they really trying to accomplish and why isn’t what they’re doing now working? What is causing their desire for something new? One simple way to think about these questions is through storyboarding. Talk to consumers as if you’re capturing their struggle in order to storyboard it later. Pixar has this down to a science: as you piece together your customers’ struggle, you can literally sketch out their story: Once upon a time . . . Every day . . . One day . . . Because of that, we did this . . . Because of this, we did that . . . Finally I did . . . You’re building their story, because
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The moments of struggle, nagging tradeoffs, imperfect experiences, and frustrations in peoples’ lives—those are the what you’re looking for. You’re looking for recurring episodes in which consumers seek progress but are thwarted by the limitations of available solutions. You’re looking for surprises, unexpected behaviors, compensating habits, and unusual product uses. The how—and this is a place where many marketers trip up—are ground-level, granular, extended narratives with a sample size of one. Remember, the insights that lead to successful new products look more like a story than a
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As many of the executives we interviewed have told us, when you hit upon a job, it just makes intuitive sense. It feels true. A genuine insight, as neuromarketing expert Gerald Zaltman, a colleague at Harvard Business School, says, is a thought that is experienced as true on conception. When you have an insight, you don’t have to convince yourself that it’s important or powerful. You just know. The key to getting hired is to understand the narrative of the customer’s life in such rich detail that you are able to design a solution that far exceeds anything the customer themselves could have
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New products succeed not because of the features and functionality they offer but because of the experiences they enable. If you don’t have a preteen girl in your life, you may not understand how anyone can consider paying more than a hundred dollars for a doll. But I’ve done it. Multiple times. That doesn’t even count what we’ve spent on extra clothing and accessories. I think it would have been cheaper for me to buy clothing for myself. My daughter Katie, and many of her friends, coveted pricey American Girl dolls when they were growing up. Check out Craigslist ads right after the
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American Girl dolls are nice. But they aren’t amazing. In recent years Toys“R”Us, Walmart, and even Disney have all tried to challenge American Girl’s success with similar dolls (Journey Girls, My Life, and Princess & Me)—at a fraction of the price—but to date, no one has made a dent. American Girl is able to command a premium price because it’s not really selling dolls. It’s selling an experience. When you see a company that has a product or service that no one has successfully copied, like American Girl, rarely is it the product itself that is the source of the long-term competitive
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IKEA doesn’t focus on selling to any particular demographically defined group of consumers. IKEA is structured around jobs that lots of consumers share when they are trying to establish themselves and their families in new surroundings: “I’ve got to get this place furnished tomorrow, because the next day I have to show up at work.” Other furniture stores can copy IKEA’s products. They can even copy IKEA’s layout. But what has been difficult to copy are the experiences that IKEA provides its customers—and the way it has anticipated and helped its customers overcome the obstacles that get in
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With the lens of Jobs to Be Done, the Medtronic team and Innosight (including my coauthor David Duncan) started research afresh in India. The team visited hospitals and care facilities, interviewing more than a hundred physicians, nurses, hospital administrators, and patients across the country. The research turned up four key barriers preventing patients from receiving much-needed cardiac care: Lack of patient awareness of health and medical needs Lack of proper diagnostics Inability of patients to navigate the care pathway Affordability While there were competitors making some progress in
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So Medtronic adjusted not only its marketing efforts, but also the services it provided to directly target potential patients. For example, in conjunction with local cardiologists, Medtronic organized heart-health screening clinics across the country—providing prospective patients with free, direct access to specialists and high-tech equipment without having to go through an overwhelmed GP first. The question of paying for a pacemaker and the attendant medical services was no small concern. So Medtronic created a loan program to help patients pay for the pacemaker procedure. The company
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Making that possible involved creating relationships with several partners who helped Medtronic accomplish customers’ jobs. “Through the assessment of Healthy Heart for All, Medtronic understood the need for partners in different stages of the patient care pathway who can be a strong support in removing the barriers to treatment access,” says Dasgupta. “In this case, partners with capabilities in financing, administration of loans, screening and counselling of patients played a major role. With programs like Healthy Heart for All, Medtronic is delivering greater value to patients, healthcare
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By contrast, one company that clearly understands the stakes is Uber. In the last several years, few companies have captured the media’s attention like Uber. In my opinion, Uber has been successful because it’s perfectly nailed a Job to Be Done. Yes, Uber can often offer a nice car to take you from point A to point B, but that’s not where it’s built its competitive advantage. The experiences that come with hiring Uber to solve customers’ Jobs to Be Done are better than the existing alternatives. That’s the secret to its success. Everything about the experience of being a customer—including the
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There is a tool that helps you avoid leaving your product or service vulnerable to customers who hire it for the wrong reasons. Done perfectly, your brand can become synonymous with the job—what’s known as a purpose brand. When I list these brands, you will surely instantly know what job they’ve been hired to do: Uber TurboTax Disney Mayo Clinic OnStar Harvard Match.com OpenTable LinkedIn And one of my personal favorites, Jack Bauer. When you need to save the world in twenty-four hours, Jack Bauer is your man. A product that consistently creates the right experiences for resolving customers’
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On the surface, the Mayo Clinic is organized around the specialties of the doctors, like many other health organizations. But really, the main organizing principle is a process to get the right things in the right sequence to get the job done. When you think of the word “process” you might instantly conjure images of a manufacturing assembly line or a bureaucratic standard. But processes touch everything about the way an organization transforms its resources into value: the patterns of interaction, coordination, communication, and decision making through which they accomplish these
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Processes are invisible from a customer’s standpoint—but the results of those processes are not. Processes can profoundly affect whether a customer chooses your product or service in the long run. And they may be a company’s best bet to ensure that the customer’s job, and not efficiency or productivity, remains the focal point for innovation in the long run. Absence of a process, as is the case with most traditional hospitals, is actually still a process. Things are getting done, however chaotically. But that’s not a good sign. W. Edwards Deming, father of the quality movement, may have put it
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Toyota wasn’t really worried that it would give away its “secret sauce.” Toyota’s competitive advantage rested firmly in its proprietary, complex, and often unspoken processes. In hindsight, Ernie Schaefer, a longtime GM manager who toured the Toyota plant, told NPR’s This American Life that he realized that there were no special secrets to see on the manufacturing floors. “You know, they never prohibited us from walking through the plant, understanding, even asking questions of some of their key people,” Schaefer said. “I’ve often puzzled over that, why they did that. And I think they
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Intensive care medicine offers a perfect example. In 1952 surgical pioneer Dwight Harken (who also happens to be the grandfather of coauthor Taddy Hall) noted that, while patients were routinely surviving increasingly complex surgical procedures, alarming numbers were dying in post-op recovery because patients were simply transferred from the surgical theater back to the general wards. There simply was no set of processes to ensure that fragile patients in critical care would receive the array of interventions required for survival. In short, the critical-care job had no owner within any one
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There is a second very important lesson in the Amazon story: there is a degree of ambidextrousness that enables processes to be both highly efficient and flexible. Jobs are not flexible—they have existed for years and years, even centuries. But how we solve for jobs varies over time. The important thing is to be attached to the job, but not the way we solve it today. Processes must flex over time when a better understanding of customer jobs calls for a revised orientation. Otherwise you’ll risk changing the concept of the job to fit the process, rather than the other way around. Interestingly,
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In 2000 Ford announced a joint venture with Qualcomm to create Wingcast, a competitor to OnStar, with a promise to be in the market by 2003. Ford didn’t focus on the Job to Be Done as OnStar did, but rather suggested that Wingcast would be the next great thing in mobile connectivity. That never happened. Ford scrapped the project two years later. It simply couldn’t match the processes that GM had already developed to solve customers’ jobs through OnStar. Ford’s core mistake—of focusing on the product spec rather than the job spec—gets repeated all the time. In fact, the misstep is so common in
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People don’t want to buy a quarter-inch drill. They want a quarter-inch hole. It’s a profound insight—first popularized by legendary Harvard marketing professor Ted Levitt decades ago.1 Customers don’t want products, they want solutions to their problems. Peter Drucker, too, warned us that the customer rarely buys what the company thinks it sells him. There is, as these two sages pointed out, often a profound disconnect between the company and the customer. These are the two most important marketing insights of the last century—and I don’t know many marketers who would disagree. But the
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He explained that indeed the group had framed its task as differentiating Campbell’s product against all the other drinks and juices. But the concept inspired them instead to inquire whether there was a job that arises in people’s lives on occasion for which they might hire V8. They found one. Through the eyes of one of his customers, it went something like this: When I was old enough and moved away from home, I promised my mother that I would always eat my vegetables. But I am a busy man. As I peel this stupid carrot and boil that limp spinach and wonder why in the world Popeye likes it so
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By contrast, consider recent success stories like OpenTable, Salesforce.com, Airbnb, or enduring successes such as craigslist or IKEA. Each of these businesses is very clearly organized around a distinct Job to Be Done and each has enjoyed sustained success with minimal competition. It’s a totally different game. This is not a new phenomenon. As Ted Levitt pointed out in the pages of Harvard Business Review decades ago, the railroad industry did not decline because the need for passenger and freight transportation declined. That need actually grew, but cars, trucks, airplanes, and even
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As data about operations broadcasts itself loudly and clearly, it’s all too easy—especially as the filtering layers of an organization increase—for managers to start managing the numbers instead of the job.6 A great illustration of this is the way public schools in America teach so their students will pass the requisite tests because the government depends on schools hitting certain measured standards. Or in medicine, consider how doctors often treat symptoms, rather than getting to the cause of the problem. High blood pressure, for example, is a symptom of several different diseases. But most
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The New York Times offers a good illustration. There are two customers who matter to the Times: readers and advertisers. In the case of readers, there are lots of jobs that arise in their world—and the Times tries to do more and more jobs for the same set of customers. For example: Help readers unwind at the end of the day. Provide readers with up-to-date news. Help readers become informed. Help readers fill their time productively. But with each additional job that the Times solves, it finds itself up against a competitor who focuses only on that job—and does it very well. The Economist is a
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To describe this job, they borrowed an acronym from the publishers of the Dallas Morning News, PICA: “Perspective, Insight, Context, and Analysis.” Readers were looking for all these things after an event had already happened and been reported on. In other words, there was still a job focused on helping readers understand the meaning and relevance of a news event after it became known to the public. But that was only the functional part of the job. The emotional part of the job for the Deseret News then layered on top of the functional job and helped readers connect those issues to their
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Distributed decision making: Employees throughout the organization are empowered to make good decisions that align with the job, and to be autonomous and innovative. Resource optimization: The jobs focus shines a light on which resources are aligned against what matters most and which are not, and enables them to be rebalanced accordingly. Inspiration: Solving a customer’s job is inherently inspiring to individuals in an organization, as it enables them to see how their work enables real people to make progress in their lives. Better measurement: With a focus on the job, people will naturally
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