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The Cobra Effect: why managing by metrics backfires

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Why This Matters

This article highlights the pitfalls of managing by metrics, illustrating how setting specific targets can lead to unintended consequences, such as organizations focusing solely on hitting numerical goals rather than genuine progress. For the tech industry and consumers, it underscores the importance of nuanced measurement approaches to ensure meaningful outcomes rather than superficial metrics.

Key Takeaways

When a measure becomes a target, it ceases to be a good measure. With the growing momentum of the “No Kings” protests, activists have increasingly turned to the 3.5% rule—Erica Chenoweth’s observation, based on over a century of historical data, that once a protest movement mobilizes 3.5% of the population, it achieves its goals within a year. As a result, many have begun to treat the 3.5% threshold as a primary objective.