3
20% weight

ERROR CORRECTION.

Time for identifying and fixing mistakes. How fast can your organization recognize something isn't working and course correct?

FAST LOOPXDAYSSLOW LOOPXHIDEDENYBLAMEXSTILLBROKENYEARS

ERROR → DETECT → CORRECT

1510
FieldTransitionParticle

THE SCALE

SCORE 1-3

Self-Correcting

Errors are detected in hours, fixed in days. Systems have built-in feedback loops. Failure is data, not disgrace. Post-mortems lead to actual changes.

SCORE 7-10

Generational

Errors persist until someone retires or gets fired. Systemic problems become "how we do things." The same mistakes recur decade after decade.

WHY 20% WEIGHT?

Error Correction determines learning velocity. Organizations that can't fix mistakes can't improve.

The cost of an error isn't the error itself. It's how long it compounds. A mistake caught in a day costs a day. The same mistake persisting for five years costs five years of compounded dysfunction.

THE BLAME DYNAMIC

In high-error-correction organizations, mistakes are learning opportunities. In low-error-correction organizations, mistakes are career-ending events. When failure is punished, people hide failures. Hidden failures compound.

EXAMPLES

FAST CORRECTION (Score 1-3)

Netflix

A/B testing everything. Failed experiments killed in days, not years.

2
Amazon

Two-pizza teams can reverse decisions. Bias toward action over analysis.

2.2

SLOW CORRECTION (Score 7-10)

Healthcare

Medical errors persist for decades. Systemic issues require regulatory intervention.

8.5
Education

Curriculum changes take years. Bad teaching practices protected by tenure.

7.5

DIAGNOSTIC QUESTIONS

1How long does it take to identify a mistake after it happens?
2Can bad decisions be reversed without career consequences?
3Are there blame-free post-mortems?
4How quickly can a failed initiative be killed?
5Do the same mistakes recur across teams/years?