One of the cornerstones of quality and lean Six Sigma is data: “We insist on it.” “Don’t tell us what you think the situation is; let the data do the talking.” “In God we trust—all others bring data.” You get the idea.
ADVERTISEMENT |
An unfortunate side effect of this emphasis is the proliferation of useless data. If the useless data weren’t used, then collecting the data would merely be a waste of time. But if a person’s performance is being measured by these data, you can bet your last euro that the measurements will get a lot of attention, and it will drive a lot of behavior. And if the system doesn’t change, there’s still one way to make the measurements look better: cheat.
…
Comments
Good Article
You hit the nail on the head, Tom! Are we going to use the data to whack people with, or are we going to use the numbers to help people improve and succeed? Gee, which one stands the better chance of getting us the outcomes we want? (Correct answer is: "Duh!")
I spent more than 30 years of
Gaming
I always cite Brian Joiner who wrote in Fourth Generation Management that there are three things you can do to hit your numbers:
1) Improve the system
2) Distort the system
3) Distort the numbers
#2 and #3 are easiest in the short term, sadly. I've seen a lot of it in my career.
Another side effect of the data talk is the unfortunate quote "If you can't measure it, you can't manage it." That's often wrongly attributed to Dr. Deming, when he taught the exact opposite - that some of the most important things in a business can't be measured.
Exaggerating
I was NOT exaggerating. I documented FACTS. I learned use of 6 Sigma at Motorola where I worked 1989 to 2002. I presented the FACTS to managers in the quarterly quality presentations. As a safety professional I KNOW facts from fiction
Add new comment