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I would like to dedicate this article to Dr.Joseph M
Juran who passed away recently on the 28th of Feb 2008; he was 103 years old and was
physically and mentally active until his death. He has made great contributions
to company wide quality and he was the one who gave the name "Pareto" to the
principle of "vital few and trivial many".
As most readers would know that the concept is very
simple, that is, a "vital few" contributes to a problem account for most of the
total size of the problem. The remaining contributors (the "trivial many")
account for a small part of the total problem. Simple though, I find this a
very powerful and extensively used tool in manufacturing industries for problem
solving and in six sigma projects. Many times it is useful to do a first level
pareto and then dig deeper by a second level pareto for each of the vital
contributors from the first.
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Dr.Joseph M Juran
gave the name "Pareto" to the principle of "vital few and trivial many".
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Dr. Juran says in one of his books that he was forced to
confess that he had mistakenly applied the wrong name to the principle. In the
mid 1920s he observed that when a long list of products was arranged in the
order of frequency, a relative few of the defects accounted for the bulk of the
defectiveness. Later when he moved into quality management work in the late
1920s and the 1930, he observed that a similar phenomenon existed with respect
to employee absenteeism, causes of accidents, etc; many other people also had
observed this. Mr.Merle Hale, who presided over the executive salary program of
General Motors, showed Juran a research he had conducted by comparing the
salary pattern prevailing in General Motors with one of the mathematical model
which Paerto had once constructed. Vilfredo Pareto, a distinguished Italian
economist, had made extensive studies of the unequal distribution of wealth,
and had in addition formulated mathematical models to quantify this
maldistribution.
In 1940 when Juran brought out the "Quality Control
Handbook",he addressed this principle under the heading "Maldistribution of
Quality Losses" and he put a caption, which read "Pareto's principle of unequal
distribution applied to distribution of wealth and to distribution of quality
losses" Though Pareto's contribution specialized in the study of wealth, it was
Juran who generalized the principal of unequal distribution into a universal;
and also coined the phrase "vital few and trivial many". He could have also
called it "Juran Principle". It is to be noted that numerous people , over the
centuries, observed the existence of the phenomenon of vital few and trivial
many to their local sphere of activity; and it was Lorenz who developed the
cumulative cure to depict the distribution of wealth graphically, but Juran
applied the curve to depict the universal in graphic form.
For readers who are not familiar with the Pareto
principle, let me give a small example on the practical application. Let's
consider defects in washing machines sold in a city, as listed in the table
below. If we arrange all the defects in a descending order, and calculate the
contribution of each defect as a percentage of the total defects, then the
cumulative percentage will help draw the cumulative curve as shown in the
graph. We could obtain this using Microsoft Excel or using statistical software
like Minitab. In the Minitab graph below you will notice that all defects are
organized in a descending order using a bar graph and looking at the cumulative
percentage we notice that the first three defects contributes to 85% of the
problem; which indeed are the vital few causes.
Defect Quantity
No Pumping Action 73
Defective Motor 274
Filter Blocked 19
Leaky Gasket 40
Crack on door 8
Body vibration 12
Defective Hose 10
Noisy 4
Poor wash quality 15
Pradeep
Kumar E.T. A Master Black Belt in Six Sigma , is the Country Manager- Operational Excellence with Tyco Electronics Corporation India
Pvt Ltd. Feedback can be e- mailed to pradeep@ businessgyan.com
Issue
BG84 Mar 08
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