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Each month, Tom Mochal, President of TenStep, Inc. presents project management tips and techniques for planning and managing a project. TenStep, Inc. has a comprehensive, scalable project management process called TenStep (www.TenStep.com), as well as a project lifecycle process called LifecycleStep (www.LifecycleStep.com). Tom has also published a popular book called Lessons in Project Management that can be purchased at www.TenStep.com. Pipeline readers receive 20% off any TenStep or LifecycleStep purchase by entering the coupon code of "Pipeline" in their purchase.
Pareto Analysis can be used when you encounter multiple related problems or a common problem with multiple causes. In this technique you are also need to be able to collect metrics on how many times each problem or cause occurs. The purpose of Pareto Analysis is to observe the problems and determine their frequency of occurrence. This, in turn, gives you the information you need to prioritize your effort to ensure you are spending your time where it will have the most positive impact.
Pareto Analysis is based on the classical 80/20 rule. That is, 20% of the instances cause 80% of the problem. For example, let's say you have a problem with a product failure, based on a number of causes. Through observation and collecting metrics, you determine there are eight causes. Rather than attacking the causes randomly, a Pareto Analysis might show that 80% of the problems are caused by the top three causes. This gives you information to know which causes to solve first.
The tool associated with this problem solving technique is the Pareto Diagram. It is a chart, graph or histogram showing each problem and the frequency of occurrence. It is created as follows:
Create a table listing all observed problems or causes.
For each problem, identify the number of occurrences over a fixed period of time.
Problem 1 115 Problem 2 25 Problem 3 50 Problem 4 5 Problem 5 5 Problem 6 15
Arrange the problems from highest to lowest, based on the number of occurrences.
Create a new column for the cumulative total.
Problem 1 115 53% Problem 2 50 77% Problem 3 25 88% Problem 6 15 95% Problem 4 5 98% Problem 5 5 100%
Notice that this gives you important information. Even though there are six total problems identified, you need to resolve problems #1 and #3 first. That is where you will get the most impact. If you decided to work on problems #4 and #5 instead, the result of your effort would be almost meaningless. This does not mean that you do not want to resolve the other problems. However, this Pareto Analysis gives you information to know the priority that the problems should be resolved. It also provides a sense as to the relative value you receive for resolving each problem. You definitely do not want to spend the same amount of effort resolving problem #5 as you do for problem #1. They payback just isn't there.
Many times, you will see the results of the Pareto Diagram displayed as a histogram or bar chart. This provides more visual emphasis to the data you have observed.
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