By and large, customers don’t
judge a product by averages like performance but by what they actually get out
of each product. Overall customer satisfaction rests heavily on the consistency
with which the products are delivered.
This is a result of the combination of reduced process variation and
improved process capability.
The Core Concept Of Six Sigma
Today Six Sigma core concepts
concentrate around defects and process variations. Defects are measured
by metrics known as DPMO, defects per million opportunities. We can think of
defects as offsets from the standard. Nothing is subjective, as all parameters
are quantifiable. Basic measurable dimensions include time/delivery,
cost/price, quality etc. In industry jargon these are called Critical to
Delivery (CTD), Critical to Price (CTP) and Critical to Quality (CTQ),
respectively. Each of these has a different significance to different
industries, which needs to be identified before embarking on Six Sigma
implementation.
What comes under the microscope
next is the measurement system. Common sense tells us that a little element of
subjectivity is present in all man-made measurements. For example, the some
singers may be marginally better than others.
A group of observers will score each singer a little differently, even
if standards for performance have been established. Thus the criteria for an
individual’s passing or failing is purely subjective, exposing the chinks in
the measurement system. It is this way
with companies’ relationships with customers as well.
Process Variability is the
second Six Sigma core concept. The more variability in a process the
larger the probability for a defect somewhere. At the heart of this
concept is elimination of variation of process for defect removal. For example,
if a carriage takes 40 minutes to transport a 5-ton load a distance of 10 miles
at 99.9997% defect free Six Sigma, a four sigma will take 45 minutes to cover
the same distance per same load but at 99.94% defect free. It might appear that
99.94% is quite good – if this is your conclusion, you will need to think
again. Taking Six Sigma concepts into
account, this equals a 20% defect in the product, which passes on to the
customer.
The concept of Six Sigma is to
improve the existing methodology or create a new, defect- free methodology for
production. This is achieved through a methodology known as DMAIC, which is an
acronym for Define opportunities, Measure
performance, Analyze opportunity, Improve
performance, Control performance. DFSS is the design for Six Sigma principles.
Black and green belts evaluate the whole system and various fixes are chosen to
be implemented.