Dangers of Forgetting the Proxy Nature of Data

Posted on August 29, 2004  Comments (7)

Written in relation to a thread (Staff Attitude) on the Deming Electronic Network (but the DEN archive seems to indicate I never posted this message).

We use data to act as a proxy for some results of the system. Often people forget that the desired end result is not for the number to be improved but for the situation to be improved. We hope, if the measure improves the situation will have improved. But there are many reasons this may not be the case (one number improving at the expense of other parts of the system, the failure of the number to accurately serve as a proxy, distorting numbers, etc.).

I find something I learned from Brian Joiner an excellent summary – which I remember as:

Data (measuring a system) can be improved by

1) distorting the system

2) distorting the data

or 3) improving the system (which tends to be more difficult though likely what is desired)
Brian Joiner’s book, 4th Generation Management is a great book for managers. Read more

Six Sigma and Deming Philosophies

Posted on August 27, 2004  Comments (0)

Post of 23 Oct 2003 message to the Deming Electronic Network to this blog. View DEN thread

My oversimplified view is that the Deming philosophy aims to improve the system and Six Sigma is about improving within the current system. I think several Six Sigma efforts over the past 10 years have improved upon what many organizations tried with TQM, in large part by

1) putting substantial effort (significant training and application) into using statistical tools to improve

and 2) more focus on results (especially short term results) Read more

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