Why Reacting to Results Won’t Improve Your System
At one of his seminars, W. Edwards Deming would ask a simple question: What will it take to take an organization to unprecedented levels of quality?
Someone would inevitably answer, “By everyone doing their best.”
Deming’s response was immediate: “They already are—and that’s the problem.”
That exchange exposes a belief that still shapes how many schools are led today. When results fall short, the instinct is to push harder, respond faster, and demand more from people. It feels responsible, and it looks decisive. However, it rarely produces better outcomes.
Most Schools Are Managed by Results
In many schools, leadership revolves around reviewing outcomes. Teams examine test scores, attendance rates, discipline data, and other indicators, often comparing the most recent results to what came before. Meetings are filled with charts, explanations, and action steps.
Despite all of this attention, results often remain unchanged.
The issue is not a lack of effort. Leaders and educators are working hard, and in most cases they are already doing their best. The issue is that results are outputs. They are produced by the system, and they cannot be improved directly.
When leaders focus primarily on results, they end up reacting to what the system produces rather than changing how the system works.
Why Reacting to Results Falls Short
Reacting to results feels like action, but it does not change system performance.
Over the past several months, I’ve argued that leaders often respond too quickly when the numbers change, that most changes are routine variation, and that distinguishing signal from noise requires a method. Even when leaders apply these ideas, a common pattern remains: when results are not where they want them to be, they respond to the data itself.
They call meetings.
They ask for explanations.
They adjust expectations.
They introduce new initiatives.
None of these actions change what the system is capable of producing.
A system will continue to generate similar results until something about the system itself changes. That is why reacting to outcomes, whether they are surprising or stable, does not lead to improvement.
A Better Question to Ask
If reacting to results is ineffective, what should leaders do instead?
A more useful starting point is a different question:
Is the process that produced this observation the same as the process that produced the others?
This question shifts attention away from the most recent data point and toward the system that generated it.
If the process has not changed, then the result is likely consistent with what the system has been producing all along. In that case, asking for explanations or making immediate adjustments does not address the underlying issue.
If the process has changed, then there is something to investigate. The goal is not to explain the result, but to understand what is different in the system.
Either way, the focus moves from the data to the process.
Understanding Capability and the Gap
Every system has a level of performance it is capable of producing. That capability can be understood by looking at data over time and studying the pattern of results.
At the same time, every organization has expectations for what those results should be.
Improvement begins by comparing the two.
What is the system currently producing?
What do we want it to produce?
What is the gap between those two levels?
Many goals are set without considering this capability. Leaders establish targets based on aspiration, pressure, or external demands, without understanding what the current system can actually deliver. When results fall short, the response is often to push harder or react more quickly.
However, the gap between current and desired performance cannot be closed by reacting to outcomes. It can only be closed by changing the system that produces those outcomes.
Improvement Requires Changing the System
If better results require a better system, then improvement work must focus on how the system operates.
This includes examining processes, routines, structures, and inputs. It involves studying how work is done, identifying constraints, and testing changes in a disciplined way.
Rather than reacting to results, leaders can:
Study how the current system functions
Identify where the system is limiting performance
Test small changes to learn what improves outcomes
Build knowledge over time through repeated cycles of learning
This approach does not rely on urgency or pressure. It relies on understanding and experimentation.
The goal is not to force better results, but to design a system that produces them.
Putting It All Together
Most improvement efforts fall short because they focus on results instead of the systems that produce them.
Three ideas can help leaders take a different approach:
Big Idea 1: Results are produced by systems, not individual effort alone. Pushing harder on outcomes does not change system performance.
Big Idea 2: Reacting to results, whether they are surprising or stable, does not improve capability. It often creates more noise without addressing underlying causes.
Big Idea 3: Improvement requires understanding current system performance and redesigning the system through disciplined experimentation.
When leaders shift their focus from reacting to results to improving the system, they move from activity to learning and from effort to effectiveness.
Whenever you’re ready, here are three ways to continue the work:
1. EMAIL JOHN
Have a question, an improvement idea, or a situation where the results are not where you want them to be? I regularly exchange ideas and resources with educators across the country and beyond, and I’d welcome hearing what you’re working through.
2. IMPROVEMENT ADVISING
If you’re looking for a thought partner who understands the realities of leading complex school systems, I work with leaders to strengthen decision-making, interpret data wisely, and build systems that improve over time—without adding noise or unnecessary initiatives.
3. WIN-WIN: THE BOOK
Win-Win is an improvement science text written for education leaders. It equips readers with the concepts and habits of mind from W. Edwards Deming’s System of Profound Knowledge to help them improve systems, not just react to results.
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John A. Dues serves as the Chief Learning Officer for United Schools, a nonprofit charter management organization that supports four public charter school campuses in Columbus, Ohio. He is also the author of the award-winning book Win-Win: W. Edwards Deming, the System of Profound Knowledge, and the Science of Improving Schools. Send feedback to jdues@unitedschools.org.