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Quality knowledge base - article QA-0054
Updated on 05-01-2017

Pareto Analysis

Introduction
At the end of the nineteenth century in 1897, Vilfredo Pareto, and Italian economist published his "80-20 theory" about uneven wealth distribution, showing that 80% of the global wealth is in the hands of 20% of the population.
The Pareto principle states that in any population that contributes to a common effect, a relative few of the contributors — the vital few — account for the bulk of the effect – Juran's Quality Handbook. Using the principle of Pareto probability distribution, Joseph Moses Juran derived the rule to quality management, by stating: 80% of the defects are originated from 20% of the causes.
The phenomena itself is true, and the mathematics behind is widely used not only in quality management, but also in economics, sales, marketing, and in many other business fields.
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Key Features
In quality management, Pareto analysis is an easy to use, yet transparent and efficient tool to decide what failure causes to concentrate on. The system behind is logical: we should first focus on 20% of our top failure causes, and by eliminating them we can get rid of 80% of the defects.
The Pareto chart (or also called Pareto diagram) properly visualize out data set, by using bar graph and line graph in one chart (see below). We use the bars to show the frequency of each defect cause, while the line graph is being used to cumulate the frequency values, reaching a sum of 100%. It can be seen in the example chart that two processes (mounting and screwing) are causing 78% of the defects, while the rest is only responsible for the remaining 22%.
Quality Management
The Pareto chart (Source: qMindset.com)
Source: qMindset.com
Hints
Pareto analysis can be linked to other quality tools and methodologies. It can be a major basis of defining Statistical Process Control, but it can also give hints where to start your new process improvement program.
Pareto is also used by many organizations for reporting major quality claims (failure statistics) to the management.
Source: qMindset.com
Summary
  • Vilfredo Pareto, and Italian economist published his "80-20 theory" about uneven wealth distribution.
  • The Pareto principle states that in any population that contributes to a common effect, a relative few of the contributors — the vital few — account for the bulk of the effect.
  • Joseph Moses Juran derived the rule to quality management, by stating: 80% of the defects are originated from 20% of the causes.
  • In quality management, Pareto analysis is an easy to use, yet transparent and efficient tool to decide what failure causes to concentrate on. The system behind is logical: we should first focus on 20% of our top failure causes, and by eliminating them we can get rid of 80% of the defects.
  • The Pareto chart (or also called Pareto diagram) properly visualize out data set, by using bar graph and line graph in one chart.
Source: qMindset.com
Relevant Topics
Process Improvement and Problem Solving
Problem Solving
Process Improvement and Problem Solving
Plan Do Check Act (PDCA)
Process Improvement and Problem Solving
6 Sigma / DMAIC
Process Improvement and Problem Solving
Global 8D
Process Improvement and Problem Solving
Quality Claim Management
Process Improvement and Problem Solving
Root Cause
Process Improvement and Problem Solving
5 Whys
Process Improvement and Problem Solving
Failure Tree Analysis (FTA)
Process Improvement and Problem Solving
Fish-Bone Diagram (Ishikawa)
Process Improvement and Problem Solving
Containment Action
Process Improvement and Problem Solving
Corrective And Preventive Action (CAPA)
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Poka-Yoke (Error Proofing)
Process Improvement and Problem Solving
Failure Statistics
Fact sheet
Information about using Pareto analysis to concentrate on major root-causes.

Topic / Article: Pareto Analysis
Term Category: Process Improvement and Problem Solving
Business Sector: All
Timing: Any time it's needed
Files, Attachments: None
Term Up-to-date
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