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:
- Make Space for Serendipity
- Serendipity in project management is rare, in part, because we're under too much pressure to see it.
If we can reduce the pressure, wonderful things happen.
- Unintended Consequences
- Sometimes, when we solve problems, the solutions create new problems that can be worse than the problems
we solve. Why does this happen? How can we limit this effect?
- New Ideas: Experimentation
- In collaborative problem solving, teams sometimes perform experiments to help choose a solution. These
experiments sometimes lead to trouble. What are the troubles and how can we avoid them?
- Wishful Significance: I
- When things don't work out, and we investigate why, we sometimes attribute our misfortune to "wishful
thinking." In this part of our exploration of wishful thinking we examine how we arrive at mistaken
assessments of the significance of what we see, hear, or learn.
- Conway's Law and Technical Debt
- Conway's Law is an observation that the structures of systems we design tend to replicate our communication
patterns. This tendency might also contribute to their tendency to accumulate what we now call technical debt.
Forthcoming issues of Point Lookout
- Coming February 1: The Big Power of Little Words
- Big, fancy words, like commensurate or obfuscation, tend to be more noticed than the little everyday words, like yet or best. That might be why the little words can be so much more powerful, steering conversations where their users want them to go. Available here and by RSS on February 1.
- And on February 8: Kerfuffles That Seem Like Something More
- Much of what we regard as political conflict is a series of squabbles commonly called kerfuffles. They captivate us while they're underway, but after a month or two they're forgotten. Why do they happen? Why do they persist? Available here and by RSS on February 8.
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