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FIGURE 10.2 Fishbone diagram


     Pareto Chart

     You have probably heard of the 80/20 rule. Vilfredo Pareto, an Italian economist and
     sociologist, is credited with discovering this rule. He observed that 80 percent of the
     wealth and land ownership in Italy was held by 20 percent of the population. Over the
     years, others have shown that the 80/20 rule applies across many disciplines and

     areas. As an example, generally speaking, 80 percent of the deposits of any given
     financial institution are held by 20 percent of its customer base.

     The 80/20 rule as it applies to issues says that a small number of causes (20 percent)
     create the majority of the problems (80 percent). Have you ever noticed this with your
     project or department staff? It always seems that just a few people cause the biggest
     headaches. But I’m getting off-track.

     Pareto charts are displayed as histograms that rank-order the most important factors
     —such as delays, costs, and defects, for example—by their frequency over time. Pareto’s

     theory is that you get the most benefit if you spend the majority of your time fixing the
     most important problems. The information shown in Table 10.1 is plotted on an
     example Pareto chart shown in Figure 10.3.

     TABLE 10.1 Frequency of failures


              Item Defect Frequency Percent of Defects Cumulative Percent

              A        800                         33                           33

              B        700                         29                           62
              C        400                         17                           79





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