Knowledge is Power - Francis Bacon
Before you can improve anything you must know where you're
starting from and develop a baseline. Next, you use this baseline data to create
a plan to define where you want to end up. Check out our page on
Strategy Deployment.
If what you know is
allowing you to see opportunities for improvement and moving your organization
ahead of your competitors, then you're business is growing and increasing it's
market share.
If what you don't
know is hiding the opportunities for improvement and dragging your organization
back to always be behind your competitors, then you're business is shrinking and
loosing market share.
One of the best
systems to help your organization develop knowledge to determine where you are
now and create a better understanding of how and where your business needs to go
next is called "Six Sigma."
What is Six Sigma?
Six Sigma was
introduced by Motorola in the late 1980's and then developed into what it is
today by General Electric. Several major companies including General Motors,
Ford, Bank of America are using the Six Sigma process as a business improvement
tool which has resulted in savings of billions of dollars by uncovering waste
and the costs associated with it.
Six Sigma is a method
for understanding and then controlling variation in order to improve the
capability of a process. The term "sigma" is derived from a statistical measure
of variation known as "standard deviation."
Most companies operate in
between 3 to 4 sigma and as you can see in the table below this range has more
variation because of the reduced yield and increased number of potential
defects. When you follow this through to the bottom line, companies are loosing
money because hidden waste has become deeply rooted inside their processes. This
ultimately results in lower yields, increased variation creating inconsistent
quality, poor customer satisfaction and reduced profits.
In their book, Mikel Harry and
Richard Schroeder make a statement: "At three sigma, the cost of
quality is roughly 25 to 40 percent of sales revenue." (from Six
Sigma, The Breakthrough Management Strategy, Published by Doubleday, a division
of Random House in 2000).
The impact of cost of quality
to the bottom line is huge, yet most companies accept it as a necessary evil.
|
Sigma
|
DPMO
|
Yield
|
|
6.0
|
3.4
|
99.99966
|
|
5.0
|
230
|
99.977
|
|
4.0
|
6210
|
99.379
|
|
3.0
|
66800
|
99.329
|
|
2.0
|
308000
|
69.2
|
|
1.0
|
690000
|
31
|
If an organization can perform at 6 sigma, they have a yield of
99.9997% with only 3.4 defects per million opportunities (DPMO). This means they
can operate at 0.0003% less than perfection which is why many companies are now
implementing programs with a goal of achieving 6 sigma as a standard for their
business operations.
Six Sigma has a specific process of application known as the
DMAIC model and this is why it is very different from any other quality
program. DMAIC is an acronym for:
Define - Measure - Analyze
- Improve - Control
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Define:
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Identify the symptom of process variation.
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Measure:
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Collect data about process variation.
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Analyze:
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Study data to determine the root cause of process variation.
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Improve:
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Implement changes to minimize process variation.
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Control:
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Monitor changes to maintain process variation improvements.
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