Measurement Traps
When metrics become targets, they cease to be good measures
THE CORE INSIGHT
Your team just added six new metrics to the weekly dashboard. Someone spent three days building it.
Now you can track everything. And understand nothing.
What you measure shapes what you optimize for. But measurements are always proxies—simplified representations of complex reality. People optimize for the proxy, not the underlying reality. The proxy and reality diverge.
More measurement creates less clarity. The question isn't whether you're in a measurement trap—it's whether you recognize it.
START HERE
Data Casts Shadows
Every metric illuminates something. Every metric obscures something else. The shadow is where the trap lives.
This changes how you look at dashboards forever.
THE MECHANISM (CHOOSE YOUR ANGLE)
"What are we actually measuring when we measure?"
Analytics Measures Choices
"Why do we measure the things we don't understand?"
We Measure Our Mysteries
"What if less data meant better decisions?"
Less Data, Better Focus
Dashboards create the illusion of control. These notes explore what metrics actually tell us—and what they hide.
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CONNECTED PATTERNS
Measurement Traps connects to Data Leverage (using data without falling into traps) and Emergent Loops (metrics create feedback loops that change what's measured).