How Goodhart's Law Breaks Metrics
When a measure becomes a target, it ceases to be a good measure. People optimize for metrics, not goals, creating distortion and gaming.
All articles tagged with "Incentives"
When a measure becomes a target, it ceases to be a good measure. People optimize for metrics, not goals, creating distortion and gaming.
Diminishing returns means more input yields less output over time. Supply and demand set prices.
Organizational alignment problems: unclear strategy where teams don't know priorities, misaligned incentives rewarding wrong behaviors,...
Soviet nail factory paid by weight produced useless heavy nails. Cobra breeding bounty in India increased cobras. Metrics drive unintended gaming.
Incentives direct attention and effort toward rewarded behaviors. They signal importance and create competition.
Metrics create visibility making performance transparent. Accountability follows visibility.
Map what's rewarded with bonuses and recognition. Identify what's punished with penalties and criticism. Compare stated versus actual incentives.
The cobra effect occurs when an incentive designed to fix a problem makes it worse. Learn the origin story, Goodhart's Law connection, and how to...
Moral hazard occurs when protection from consequences encourages riskier behavior. Learn its origins, real-world examples, and how to design...
Education incentives often backfire. Learn how teaching to the test, grade inflation, and teacher performance pay undermine learning — and what...