Problem solving — or sometimes even just stating the problem — usually entails discovery. After successful resolution, we can look back at our path, and we usually notice new techniques, new concepts and new perspectives. For difficult problems, the path includes several failed attempts, which perhaps we used to refine either the problem statement or our approach or both. Or we decide to solve a simpler problem first, and use that experience to re-examine the original problem. Or we decide that we can't solve the original problem, but we do address the parts that seem tractable.
These latter approaches are all elements of the incremental problem solving toolkit. Often, incremental problem solving produces useful results, but there is a risk that the results produced aren't optimal by any measure (see, for example, "Indicators of Lock-In: I," Point Lookout for March 23, 2011). And a string of promising results might lead not to the ultimate objective, but to a dead end.
That's why backtracking is so important in the incremental toolkit, but it can be difficult or impossible to use. Why?
Typically, increments produce useful capability, while they illuminate possible next steps. When customers use the capability so far delivered, more wants and needs become clear. All these lessons together help determine objectives for future increments. So it goes, iteration by iteration.
Although the solving helps illuminate the path, that path might or might not lead to the final objective. When it doesn't, we must backtrack, and therein lies risk. Here are some obstacles to backtracking in incremental problem solving.
- Once a particular approach is embedded in the consciousness, seeing new approaches can become difficult, even when we're looking for them.
- Sunk cost
- Whatever we've spent so far can sometimes prevent us from trying new approaches. We might lack the resources or time to rebuild what we've done, or we might lack the daring to ask for what we need.
- Seeing backtracking as failure
- Whether or not we have time or resources for backtracking, organizational culture might prohibit it. We push ahead because backtracking feels like failure, even when it's the only path to success.
- Short term cost bump
- Immediately after backtracking, the cost per unit of delivered capability jumps, because cost has risen, while capability hasn't. Capability might even decline. To some, that can seem more important than enabling future success.
- Backtracking costs real money
- Backtracking takes time and effort. Even when the cost is small,
the short-term return on
backtracking is negativeEven when the cost is small, short-term return is negative. We're paying to go backwards.
- Customer expectations
- Sometimes backtracking upsets customers, who have become accustomed to a steady stream of forward progress. It can be difficult to explain the need to redevelop something customers are already happy with.
With astonishing frequency, when we pause and ask, "How would we do this if we were starting over, knowing what we now know?" the answer is both novel and elegant. When we can find the resources and the will to backtrack enough to use what we've learned, our solutions are more durable, more effective and longer-lived. Top Next Issue
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More articles on Problem Solving and Creativity:
- Knowing Where You're Going
- Groups that can't even agree on what to do can often find themselves debating about how
to do it. Here are some simple things to remember to help you focus on defining the goal.
- How we deal with adversity can make the difference between happiness and something else. And how we
deal with adversity depends on how we see it.
- Comfortable Ignorance
- When we suddenly realize that what we've believed is wrong, or that what we've been doing won't work,
our fear and discomfort can cause us to persevere in our illusions. If we can get better at accepting
reality and dealing with it, we can make faster progress toward real achievement.
- Organizing a Barn Raising
- Once you find a task that you can tackle as a "barn raising," your work is just beginning.
Planning and organizing the work is in many ways the hard part.
- Managing Wishful Thinking Risk
- When things go wrong, and we look back at how we got there, we must sometimes admit to wishful thinking.
Here's a framework for managing the risk of wishful thinking.
Forthcoming issues of Point Lookout
- Coming August 21: Perfectionism and Avoidance
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- And on August 28: Playing at Work
- Eight hours a day — usually more — of meetings, phone calls, reading and writing email and text messages, briefing others or being briefed, is enough to drive anyone around the bend. To re-energize, to clarify one's perspective, and to restore creative capacity, play is essential. Play at work, I mean. Available here and by RSS on August 28.
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44017: November 7,
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