Correlation Implies Causation
Treating two things that move together as one causing the other.
"Ice cream sales correlate with drownings. Outlaw ice cream."
What is Correlation Implies Causation? Treating two things that move together as one causing the other. Performance management built on confounded variables.
'Top performers all use this tool, so the tool produces top performance.'
Performance management built on confounded variables.
Ice cream sales and drowning deaths are tightly correlated. The honest interpretation:
What does the correlation tell you?
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The full taxonomy entry
Every concept in the Atlas uses the same structure — so Correlation Implies Causation can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would Correlation Implies Causation most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Correlation Implies Causation?
- If we removed every payoff for Correlation Implies Causation, what behavior would replace it?
- Who benefits when Correlation Implies Causation persists — and who pays the cost?
- People defend the status quo using the language of correlation implies causation.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
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When you encounter Correlation Implies Causation, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.
Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.
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If A then B; B happened; therefore A.
Reasoning backward from outcomes to motives.
With this, therefore because of this.
If A then B; not A; therefore not B.
Stacking so many tenuous links that the conclusion sounds clever.
B followed A, therefore A caused B.
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More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Mind latches onto the first plausible explanation and resists alternatives.
Below visible events sit patterns, structures, and mental models — each layer more leveraged than the last.
Contingency-fee structures shape which cases get filed.
Designed for collaboration; produces measurable productivity decline.
Scarcity (of money, time, bandwidth) narrows attention and degrades decision quality.
Employees using unauthorized AI tools to get work done.
Modeling what others think, want, and will do.
Free products monetize attention, structurally aligning incentives against user time well spent.
Augment when judgment matters. Automate when scale matters.
Every unnecessary element in a story must be removed, or it will be expected to matter.
Stress hormone with cognitive and immune-system consequences.
We value outcomes more when we worked hard for them.