CHAPTER 2
Framing the Problem

If I had an hour to solve a problem, I'd spend 55 minutes thinking about the problem and 5 minutes thinking about solutions.

Albert Einstein

In the previous chapter, we emphasized the power of asking questions. In this chapter, we build on this notion by introducing a deceptively simple yet extremely powerful question: What do I wish I knew to make the best decision? This question generates a sequence of statements we refer to as IWIK™, “I wish I knew.” IWIKs will enable you to quickly focus on the essential question and prioritize your efforts to make efficient and effective decisions.

It's often impossible to tell why decision‐making seems to take forever. An ancient parable that likely dates back to the era of the Buddha, around 500 BCE, tells the tale of a group of blind men who encounter an elephant for the first time. As they approach the animal, each man stretches out his hands and comes into contact with a different part of its hulking body. The man who touches the elephant's tail asserts that an elephant must be a long skinny animal, not unlike a snake, but the man who touches the side disagrees vehemently. An elephant, he concludes, must be a large flat animal that stretches up into the sky like some kind of living wall. Others have different opinions entirely. The man who touches the ear has reason to believe that an elephant is flat and soft, like an eel. And why wouldn't he think that? He's basing his argument on real evidence that he has felt with his own fingers.

Of course, the meaning of the parable is that humans tend to claim they know the absolute truth about something without appreciating the whole picture. They rely heavily on their own subjective experience to draw generalized conclusions, and they ignore other people's limited subjective experience, even though combining their own experience with that of others would produce the most comprehensive and objectively accurate picture of something.

This story repeats itself every day in our teams and at work. Replace the elephant with data in this parable, and it shines a light on many issues in data‐driven decision‐making.

Imagine you work in the marketing department of ACME SNOW, a manufacturer of snow‐removal products. An email comes into your inbox celebrating the 8% sales growth of ACME's snow products in Europe. You are aware of the recent innovations in the scratch‐free snow brush and scraper and therefore conclude that, clearly, the innovations are paying off. What you don't realize, though, is that if you had woken up on the morning of February 4, 2012, in Rome, you would have stepped into a foot, or about 30 centimeters, of snow.

Out of sheer necessity, Rome's Civil Protection Agency purchased 4,000 shovels so its citizens could clear the streets before a nighttime freeze. As someone looking at only the 8% data, you may have been convinced the Europe division was on a wild growth trajectory. If you had taken the time to ask your colleagues what they were seeing, you would have learned that Gaspé, a leading Canadian competitor, saw a 12% increase in snow removal products in Italy. Your conclusion would therefore have been very different. Indeed, the growth that ACME SNOW recorded was four percentage points below its competitor's growth.

This story reflects something that occurs daily in business. People consider data without taking the time to ask for context. Data without context is dangerous; it leads to wrong conclusions and poor decisions. To put data in context, you must always triangulate it by looking at it in absolute terms, over time, and relative to what's going on elsewhere.

The reason we're elaborating on the importance of context, the big picture, partial information, and growth in context is that it amplifies the importance of the first step of making any sort of good decision: that first step is to ask ourselves one straightforward but extremely powerful question: What do I wish I knew to make the best decision possible? In the case of the blind men and the elephant, some answers to that question might include responses like this: I wish I knew how many other people have impressions of what an elephant is and looks like; I wish I knew more about how their impressions are different from, or similar to.

IWIK™: A Tool for Reasoning

IWIK, as we'll henceforth refer to the formula “I wish I knew,” has a particular goal: to identify the core fundamental issue that needs to be solved. IWIK accelerates your team's thinking to establish awareness of what you know and what knowledge is necessary to make an informed decision. By focusing on what matters, IWIK speeds up the decision‐making process.

Agile decision‐making is grounded in how you think, not how hard you work. Either through repetition or observation, we have all developed habits that undermine our ability to solve a problem. We jump into solution mode, accepting what is asked of us at face value, often confusing activity with impact. In our rush toward a solution, we neglect to frame the problem. We need to understand this crucial insight: The quality of your decision is directly proportional to the effort invested in framing the problem. The frame enables you to narrow what you need to solve.

IWIK is a tool—a thinking technique, if you will—that's designed to help you frame the problem. It clarifies priorities, uncovers the essential information needed, quickly identifies knowledge gaps, defines assumptions, and reveals biases that might threaten to influence, slow, or shape a decision.

So how does it work? Let's assume you work at a large company and are challenged to grow your business's streaming service. Instead of jumping directly into analyzing viewer data, it may be more productive to first answer the following questions:

  1. Can we grow revenue by adding incremental premium content?
  2. Are we looking for bottom‐line revenue or top‐line subscriber growth?
  3. Do we want to attract a different target customer, for example, GenZ?
  4. Do we have an attrition issue?
  5. Is our marketing, product offering, or media budget superior to competitors?
  6. Are we interested in educating people about the service or completing the sale?
  7. Do we have an awareness issue or a value proposition challenge?

While the request to increase growth might seem obvious at first, there are different ways of tackling it, and how you do so will lead you down very particular paths all the way from building the business case to shaping your recommendation to the size of the budget request, and the ultimate success of the company.

Interestingly, if you talk to various colleagues and they all define growth differently, you have just uncovered the root cause: lack of alignment. By doing this upfront, you save yourself time and effort, and set up the company for success.

Without pausing to truly understand the questions behind the question, you might well find yourself swirling. By applying IWIK, you'll quickly understand and appreciate the essential issue that your stakeholders or clients want to answer.

IWIK is a technique to unpack what is at the root of an issue, also known as the first cause or first principle, which Aristotle defined as “the first basis from which a thing is known.” IWIK uses first principle's reasoning to deconstruct a problem to its core. Once you understand the components of a decision, you can quickly start to solve it. IWIK ensures your data discovery, analysis, and effort are proportional and directed to what is needed.

First principle's reasoning is an especially smart approach to decision‐making, as teams desire to move faster, reduce rework, and navigate complexities.

The IWIK™ Process

IWIK is a simple but powerful technique that acts as a catalyst to bring clarity to an issue. We begin by asking “What do you wish you knew?” The output is a series of statements, all beginning with the reply “I wish I knew… .” The IWIK statements your colleagues or clients provide, reveal a deep understanding of their actual needs. IWIK goes beyond stating objectives to gathering a visceral understanding of essential needs. It is a fresh and unexpected way to learn what your colleagues really need to decide.

There are four parts to the IWIK process:

  1. Ask
  2. Brainstorm
  3. Capture
  4. Deliberate

Let's explore each in order.

Ask: Getting the Right People to Think about the Right Questions

The IWIK process begins as soon as you're asked to tackle an issue that requires conducting analysis, drawing conclusions, and making recommendations.

Before even considering the potential journey to the solution, ask yourself, your colleagues, or your client, who the key stakeholders are. Make a list of the individuals who have a role in implementing any decisions or recommendations you make. Who will care about its success and failure? Use this information to create a stakeholder map, which might look like an organogram, and then whittle this map down to the most important people. Make a shortlist of people who will have the most prominent role in execution and be most impacted by the outcome. Your chosen group should be as diverse as possible, with individuals of different seniority levels and with different tenures. Ideally, they should be from different backgrounds, too. Once you're confident with the group, and depending on your organizational culture, you may consider sending each person an email to request 20 minutes of their time to determine three initial things:

  1. The essential questions that they would wish to have answered to move forward with the project confidently.
  2. A shortlist of success or outcome metrics that matter to them.
  3. Any unknowns that they are curious to explore and that are related to the issue at hand.

This inquiry is all about them—their problems, their questions, their business, and their success.

The goal of the initial communication is to kick‐start the thinking process, to prime the brain pump, so to speak. You're not overwhelming them with sticky notes, whiteboards, or breakout sessions; you're just asking them to start considering and contemplating. As a result, by the time you meet in person or virtually for your session, each participant should be in the right mindset to think creatively.

Brainstorm: Optimizing the Discovery of Information

In a fast‐moving world, you need to gather information and think through a range of solutions. This has often been done by brainstorming. The term brainstorming was coined in 1953 by advertising executive Alex Osborn, who describes it in his book Applied Imagination. Osborn discusses the power of creative imagination “as the basic tool in the acquisition of knowledge.” For knowledge, Osborn reasons, “becomes more usable when imaginatively synthesized and dynamically extended.”4 He's spot‐on, yet few leaders take the time to build a culture to tap into this basic tool of imagination, and the typical brainstorming process today falls far from Osborn's ideal of keen synthesis and dynamic extension.

In today's reality, brainstorming is often a massive problem for time‐starved teams. In fact, when we hear the term brainstorming we usually think of colored sticky notes, long days of meetings, flip charts, whiteboards, random ideas, and loud participants dominating smart ones. These sessions are often hard to organize, challenging to lead, inefficient, and ineffective. The results are often a series of ideas that no one knows how to evaluate in a useful way. Virtual meetings add another layer of complexity, amplifying many of these problems.

IWIK is designed to eliminate these issues. IWIK sessions can be conducted as a group discussion; however, based on our extensive experience, we believe that the most productive IWIK sessions tend to be one‐on‐one or in small groups of no larger than three. To optimize the value of IWIK, you should plan to conduct successive rounds of sessions (see Figure 2.1) with various stakeholders. By its very nature, the goal of the exercise is to expose knowledge gaps, and it is essential, as a leader, to understand and appreciate that some people are more comfortable than others highlighting what they don't know and acknowledging the limits of their competencies. Small group discussions have the advantage of unlocking conversations that may not happen in other group settings because of fear or inhibition.

Schematic illustration of IWIK round robin.

FIGURE 2.1 IWIK round robin

A more intimate group is also likely to be sensitive to various personality types and communication styles. Introverts particularly might not feel comfortable contributing in larger groups. Finally—on an entirely practical level—smaller group meetings might be shorter in duration and easier to schedule. Fewer calendars have to be coordinated, and the time spent with a small number of stakeholders may also deepen critical professional relationships in a unique way.

Capture: Leading IWIK Discussions

Leading an IWIK session is simple, deceptively simple. Your role is that of a scribe. When you ask your colleagues or clients “What do you wish you knew?”, you're extending an invitation to them to think expansively without concern for existing data, time, resources, headwinds, budgets, or guard rails.

When you first do this, you might be met with blank stares and stony silence. But don't be taken aback. This reaction may occur because you have just opened a new portal to the imagination, and that takes some getting used to. Rationally, we're all aware of the power of imagination. It's just that the business world in which many of us operate has conditioned us to think within parameters and constraints. That environment has wired us to refrain from thinking creatively, or at least to be extremely cautious when doing so. IWIK can change that and help us become comfortable with thinking differently, challenging the status quo, and talking as honestly and openly as possible about the things we don't know but wish we did.

An interesting dynamic occurs after you pose the IWIK question: The mode slowly shifts from a quiet, awkward silence to one of high energy. Once the questions start flowing, your colleagues, liberated from the pressure to know and have answers, may actually feel unable to stop. Not unlike a series of dominos, once the first few IWIK statements begin to fall, the rest follow.

What's important to bear in mind at this stage is not to answer any of the questions that come up. The competitive environment nurtured by the world of work might create the temptation to do so, but it's crucial to resist: dedicate this phase to generating the IWIK statements rather than getting distracted by what the answers might be.

In the same vein, avoid editorializing on questions in real time. Refrain from commenting on the question or sharing what you have learned so far or what you expect. Commenting on a question can interfere with the openness or flow of the process. For example, if you respond to a colleague's IWIK statement by saying “Three other people in operations asked the same question you did. I am surprised you are raising similar issues in marketing.” you might unintentionally sidetrack your colleague's train of thought.

Particularly if you host several IWIK sessions, the IWIKs that arise will no doubt begin to duplicate. This isn't a bad thing. In fact, you can glean insights from these repetitions that might prove invaluable to your understanding of the problems at hand. In itself, that is a critical data point that will shape your data discovery step. Record every question in every session, even if it is a duplicate. During the process, resist the urge to share that you've heard something before, or the inverse, that you haven't. Be a neutral party. You will have plenty of opportunities to add your insights and synthesize your interpretation later on.

The key to effectively implementing IWIK is to make sure the process is not rushed and that all relevant stakeholders have the opportunity to provide their full input, including the things they know and the things they don't know, as well as the things they need to know and the things they don't need to know.

The output of an IWIK session will be a series of statements or questions highlighting what people want to know. Leading multiple sessions may result in numerous IWIKs being put forward, and while you might fear information overload, don't worry. At this stage, overload is perfectly fine. The IWIK process is designed to help us navigate this risk too. In the next part of IWIK, you will dedicate time and effort to thoroughly organizing all the captured information, so you won't feel like you're swimming in a disorganized swamp of data points. As you review the questions, they will reveal patterns around the essential needs as well as potential duplication of efforts across team members, conflicting requirements, and clarity on the outcomes and biases.

Once you have captured the IWIKs, it is time to categorize them.

Deliberate: Ordering, Aggregating, and Synthesizing IWIKs

When you've collected all the IWIKs, the questions will vastly outnumber the answers, meaning that your job now is to create order and aggregate. You may be sitting looking at 10, 20, 50, or more statements generated from your IWIK sessions. That might feel overwhelming, but you're actually on track.

You've successfully broken down the initial situation into its components. The goal of organizing the IWIKs is to identify patterns in the requests and look for duplicates and outliers. You're on the path to understanding the root of the issue, and this, in turn, will inform the essential data you need, guide the specific analysis required, and focus your efforts on what matters most to your stakeholders, leading to faster, more confident decisions.

Consider the following steps optional if you have a shortlist of statements, for example, fewer than 12. Depending on your knowledge of the underlying issue and mastery of existing data, you can quickly analyze the IWIK statements without formally applying steps 1–5. Like any new skill, the more you use IWIK, the higher your comfort level will be and the faster you'll be able to process things. Mastering IWIK is analogous to learning to drive: at first, you study the driver's manual and are conscious of every step. Over time, you become unconsciously competent; you promptly assess situations on the road and react quickly, with confidence.

Step 1. Create an inventory. Build a simple table (see Table 2.1). Consider using a spreadsheet (e.g., Google Sheets, Microsoft Excel, Apple Numbers) so that you can quickly sort and filter the list. A Microsoft Word document will also work, but the manipulation of the statements might prove harder.

Save this file as IWIK_Master_[project name]. Then open it and save a second copy under a different name, as you will be doing a fair bit of manipulation of the IWIKs. If you accidentally delete a statement, you will have the master file for reference. Alternatively, if you are using a spreadsheet, you can simply duplicate the tab as your backup.

Enter all of the IWIKs you captured into the table along with the person or team who provided each. At this stage in the process, do not dismiss any IWIKs; any single IWIK could point you to an essential piece of analysis or data. Enter all of them. Number them 1, 2, 3, and so on, in column 1, so you can quickly reference any statement later.

TABLE 2.1 IWIK inventory

Col 1:
Reference Number
Col 2:
Category (e.g., a, b, c)
Col 3:
IWIK statement
Col 4:
Person (or team)
Col 5:
Have Data (Y/N)
Col 6:
Urgent (must have/nice to have)

Step 2. Code the statements. As you read the statements, assign a letter, for example, A, B, C, in column 2. If you come across a similar statement, assign the same letter. In column 5, enter “Yes” or “No” if you already have the data or can easily find it to satisfy the statement. In column 6, assign an M or an N, denoting must‐haves or nice‐to‐haves. Don't worry about getting it perfect. This file is for your use only. You will have the opportunity to revise.

Step 3. Sort. Begin sorting the IWIKS by column 2. Look for patterns on how many statements have the same letter, which points to a significant knowledge gap and helps establish specific areas to explore. Next, sort by column 6, which will uncover priority needs.

Step 4. Analyze. A helpful tool to make sense of the IWIKs—the raw material you've collected—is to create a simple two‐by‐two matrix of four buckets. The x‐axis denotes the current information, while the y‐axis is divided into what you currently know and what you do not need to know to make the best possible decision. We call this your IWIK Knowledge Matrix™ (see Figure 2.2).

Schematic illustration of IWIK knowledge matrix.

FIGURE 2.2 IWIK Knowledge Matrix

This mapping of the IWIK statements to each bucket helps you frame the problem and will serve as a guide in your data discovery (see Figure 2.3). There's no right or wrong number of questions to have in each quadrant.

Step 5: Assess data needs. The matrix regulates the firehose of information as it paints a picture of your data needs. The bottom half reveals where you are collecting data that is not critical for the current decision you are tackling, so you can stop gathering or analyzing unnecessary data. The top is where you want to focus, as these are the essential questions your stakeholders identified as the must‐have IWIKs to move forward.

At this point, you are in a very good place as you have deconstructed the initial problem into its core elements. You can easily translate this map into a data discovery plan (see Table 2.2). By taking the questions plotted in the upper right quadrant, you can now assess the time, cost, and resources needed to answer this question. The Knowledge Matrix becomes a practical tool to prioritize work for your team: by guiding data discovery efforts, it ensures that your team is working on what matters.

Schematic illustration of an Example IWIK map.

FIGURE 2.3 Example Knowledge Matrix

TABLE 2.2 IWIK data discovery plan

IWIKSPriorityTimingAssess difficulty/cost to obtain data or to answer question?Identify existing, new sources or innovative methodsStatus /
Next Steps
Data
Analyst
SEEK
3. Who are our best prospects for growth—new customers (acquisition) or existing (organic)?HighS/TMediumPrimary researchDesign Q'nreLM
6. Is our value proposition superior, distinct, and ownable?HighS/TMediumSynthesis of competitive offerings
Assess internal transaction data
Harmonize dataAF
14. How can we get to market quickly and in a low‐cost, low‐risk, short‐term way? What is our minimal viable product?HighM/THighNew product designProduct portfolio analysisEM
MAINTAIN
2. How have our attrition, renewal and cancellation rates changed over time? Does it vary by tenure or demographic group?MedM/TLowSubscription fileInternal modelingLF

Framing the Decision

IWIK is the first of many workable tools or methods that we discuss in this book.

IWIK and the Knowledge Matrix are designed to prevent companies from the immense temptation to drown themselves in data. They won't help you answer every single question that might possibly be related to solving a greater problem, but they will help you determine what the most important and salient questions are for framing the problem at hand.

The beauty of IWIK is that it scales. It is a flexible technique that can be used in a single conversation or over a series of conversations. You do not need to complete the entire end‐to‐end process. With repetition, IWIK can be done one‐on‐one in less than 15 minutes or even asynchronously via mail. By asking stakeholders to answer a simple four‐word question “I Wish I Knew…,” you will start to discern the series of essential questions to answer. IWIK is easy to apply, does not require any preparation, and will quickly make you smarter about a new situation as well as engage your colleagues in a strategic conversation.

IWIK is also an unexpected technique that forces people to think differently. As they complete this four‐word statement, it serves as a key to unlock a new dialogue. It gives your clients or stakeholders permission to think differently, providing an alternate way to explore the situation by simply rattling off a wish list of questions. This fresh thinking uncovers new learning and a deep understanding of what matters to them. It opens the aperture.

For your teams, the IWIK process helps produce smart decisions that will inspire action. It sets up teams for success and enables them to understand what needs to be done to appreciate the whole metaphorical data elephant in all its mysterious glory.

If you're a manager within a team and decide to adopt IWIK as a technique, you should derive comfort from the fact that, even though it might feel like a cumbersome process at first, it becomes easier the more you do it. IWIK can become habitual. We have heard from teams that have embraced IWIK and now find it necessary before any strategic decision is made.

The IWIK technique is self‐perpetuating. The IWIKs used to frame the issue can even serve as the kick‐off slide when you present your recommendation: they link and label your analysis of essential needs. We discuss this further in Chapter 8.

Key Learnings ‐ Chapter 2

  • Improving the quality of your decision is directly proportional to the effort invested in framing the problem.
  • Applying the IWIK process is a four‐step approach—ask, brainstorm, capture, and deliberate.
  • Capturing a series of strategic questions quickly enables you to clarify priorities and identify knowledge gaps pointing to the critical information needed while exposing potential biases.
  • IWIKs leads to finding the essential questions that you wish to have answered, a shortlist of success or outcome metrics that matter, along with any unknowns that you are curious to explore related to the issue at hand.
  • Assessing IWIKs is easily done using the Knowledge Matrix to identify the salient questions.

Notes

  1. 1.  The Current and Future State of the Sharing Economy, Brookings India IMPACT Series NO. 032017, March 2017.
  2. 2.  Kaufman, Sarah M., and Jenny O'Connell. “Citi Bike: What Current Use and Activity Suggests for the Future of the Program.” NYU Rudin Center for Transportation, February 2017. Available at: link.
  3. 3.  Maizland, Lindsay. “A Chinese Company Tried Making Umbrella‐Sharing a Thing. It Didn't Go Well. Vox.com, July 11, 2017.
  4. 4.  Osborn, Alex F. (Author) and Lee Hastings Bristol (Foreword). Applied Imagination: Principles and Procedures of Creative Thinking. Scribner Book Company, Revised Edition, Paperback, April 1, 1979.
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