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The Pareto
Chart (Page 2 of 3)
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A pareto
chart offers the following
benefits:
1) it helps the team focus on the problems or causes of problems that
have the greatest impact; 2) it displays the relative significance of
problems or problem causes in a simple, quick-to-interpret, visual
format; and 3) it can be used repeatedly in cycles to produce continuous
improvements systematically (for each succeeding cycle, the major pareto
bars are actually minor bars in the previous cycle).
To
construct
a pareto chart, the following
steps
are
recommended:
1)
choose a problem that needs to be addressed;
2)
identify the causes of the problem based on existing data and through
brainstorming;
3)
decide on how these problem causes will be monitored for the data
collection for the pareto chart, e.g., frequency of occurrence?, cost?,
etc.;
4)
define the duration and time frame of the data collection - it should be
long enough to provide meaningful information about the real situation;
5)
conduct the data gathering according to the defined time frame, e.g.,
monitor the frequency of occurrence or cost impact of each problem cause
encountered, ensuring that causes not identified earlier for monitoring
must still be counted in a catch-all bin ('Others' category);
6)
tabulate the problem causes in order of decreasing frequency, and assign
a column each for: a) the frequency of occurrence (or cost impact); b)
the percentage share of the cause; and c) the cumulative percentage
corresponding to each problem cause (see
Table 1);
7)
construct the pareto chart using the tabulated data and following the
pareto chart format discussed earlier (see
Figure 1);
8)
interpret the pareto chart and select the 'vital few' that need to be
addressed immediately.
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See Also:
Ishikawa Diagram
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