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Median Loss and Duration by Detection Method



               Our data also shows that some fraud detection   amination or surveillance/monitoring. Our data shows
               methods are more effective than others in the sense   that schemes discovered through one of these active
               that they correlate with lower fraud losses. Figure 11   methods were shorter and had lower median losses
               shows the relationship between detection method   than those detected passively. The purple bars could
               and the associated fraud scheme duration and loss.   potentially be passive or active, including tips and
               In this chart, the red bars indicate schemes that were   external audit.
               detected by passive methods, meaning the fraud came   What we can learn from this data is that when fraud
               to the victim’s attention through no effort of their own,   is detected proactively, it tends to be detected more
               including notification by police, by accident, or confes-  quickly and thus causes lower losses, while passive
               sion. Passively detected schemes tended to last longer   detection results in lengthier schemes and increased
               and were associated with the highest median losses   financial harm to the victim. Anti-fraud controls such
               relative to all other detection methods. The blue bars   as account reconciliation, internal audit departments,
               indicate detection methods that are active, meaning   involved management review, and active cultivation of
               they involved a process or effort designed (at least in   tips are all tools that can lead to more effective detec-
               part) to proactively detect fraud, such as document ex-  tion of occupational fraud.



                FIG. 11  How does detection method relate to fraud loss and duration?

                                   MEDIAN L OSS                                     MEDIAN DURATION

              $900,000                                       Notified by police                     24 months


                                        $225,000               Confession                    17 months


                                          $200,000             By accident                         24 months


                                           $150,000           External audit                      24 months


                                            $145,000             Tip                      14 months


                                              $101,000     Document examination              18 months


                                             $100,000       Management review                17 months


                                             $100,000         Internal audit            12 months


                                               $81,000     Account reconciliation   7 months


                                               $80,000         IT controls         6 months
           Passive detection method
           Potentially active or passive detection method
           Active detection method             $44,000     Surveillance/monitoring  7 months



    20    Detection  Report to the Nations
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