Tag: Gaming the Numbers

Gaming the Numbers: Why Bad Metrics Drive Bad Behavior

“Gaming the numbers” happens when people respond rationally to poorly designed targets, incentives, and performance metrics. These posts explore how fear, quotas, and simplistic scorecards lead people to manipulate data, hide problems, or optimize appearances instead of improving the system.

Drawing on examples from healthcare, government, finance, sports, and everyday work, this archive reflects a core Lean lesson: when metrics are misused, the system teaches people to game the numbers rather than fix the work. Real improvement requires better measures, better leadership, and less blame.

Gaming the Numbers in the UK, Again

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Blundering hospitals 'kill 40,000 a year' - Britain - Times Online:Ah, gaming the numbers... everyone's favorite pastime. It certainly is here in the State,...

NUMMI Employee Says Plant Hides Defects

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Whistleblower says defects hidden at Toyota-GM Calif. plant Ironically enough, while on the topic of not counting defects (the TSA), this disturbing story was in...

Making the Numbers

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Freedom from Command & Control: Rethinking Management for Lean Service Here is a fascinating post from John Seddon at his website www.lean-service.com (link is dead)...

Freakonomics and Lean

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Freakonomics: Official SiteI know this wouldn't count as "leisure reading" for many folks, but I'm reading (and very much enjoying) the book Freakonomics: A...

Another Sad Example of Gaming the System: Validation Engineering

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Back to my original post about gaming the system, there are three ways people can respond to pressure to improve: They can work to improve...

How Fear-Based Leadership at GM Led to Faked Production Numbers

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GM Got Gamed (Or, How to Fudge Your Production Numbers to Keep the Boss Happy) TL;DR: At a GM engine plant, fear-based leadership pushed supervisors...

We Got Gamed (Lab Specimen Batch Sizes)

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A somewhat recent experience prompted me to re-read portions of Donald Wheeler's outstanding book, Understanding Variation: The Key to Managing Chaos, with its section...
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