Correlation vs Causation
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CyberTRIZ analysis · CognitiveBias contradiction J017 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Business Context
Organizations may incorrectly assume that two related events share a cause-and-effect relationship, resulting in ineffective corrective actions or misguided strategies.
CognitiveTRIZ Resolution
Apply root cause analysis, controlled testing, and statistical validation before establishing causal relationships.
Recommended Principles
Principle 11 -Root Cause Analysis
Principle 17 -Probability Assessment
Principle 19 -Independent Verification
Expected Outcome
More accurate analysis
Better strategic decisions
Reduced false conclusions
Improved organizational learning
Contradiction J018
Short-Term Success vs Long-Term Effectiveness
Business Context
Successful short-term results may encourage organizations to continue strategies that are unsustainable or ineffective over longer periods.
CognitiveTRIZ Resolution
Evaluate decisions using both immediate performance indicators and long-term strategic objectives.
Recommended Principles
Principle 9 -Hierarchical Analysis
Principle 16 -System Thinking
Principle 21 -Decision Metrics
Expected Outcome
Better strategic balance
Improved sustainability
Stronger long-term performance
Reduced short-term optimization