Personalized Statistical Fraud Risk Report

The objective of the report is to provide a tool for management to adequately create a strategy to mitigate, avoid, accept, or transfer fraud risk. A detailed set of analysis is performed so as to be a roadmap for management to take action to address the risk for fraud by providing:

* Visibility into the organization’s fraud risk;

* An understanding of fraud risk by department and scheme;

* Prioritization of antifraud efforts;

* Ability to quantify impact and likelihood for COSO Enterprise Risk Management (ERM); and

* Benchmark for Key Risk Indicators (KRIs).

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New Benford’s Law Model

We have developed a new model for Benford’s Law analysis. You can analyze naturally occurring numbers (e.g. transaction level data) to see if the actual distributions conform to Benford’s Law. Under certain conditions, deviations from Benford’s could indicate the possibility of human manipulation, i.e. fraud. Therefore, those results would require additional scrutiny. This analysis provides a direction of inquiry. This is a model for Benford’s Law analysis built in MS Excel which calculates graphical and tabular results for the following tests:

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Training in Tanzania, Africa

I had the pleasure of teaching a three and a half day antifraud seminar at the Serena resort in Dar es Salaam, Tanzania, Africa. Participants included C-Suite, management from Legal, Banking Services, Internal Controls, and Global Corporate Audit departments from many countries across the continent. Topics included:

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Thanksgiving in Afghanistan

As I prepare the menu for the Thanksgiving holiday, I am reminded that last year at this time I was in Afghanistan.  This was the first time I had ever been in that country.  I had mentally prepared myself to just “suffer through” it.  I imagined that as an American, I would not be very popular.  I imagined that as a woman, I would be treated “less than.”  However, after being in Afghanistan for almost a month spending time at the capital in Kabul, in the west at Herat and in the north at Mazar, I can honestly say that none of my fears were founded.  By dressing more conservatively than… Read More

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Step Up

Many years ago, I was in a meeting that had a surprising outcome. The effect has stayed with me all these years. In my company at the time, we had the luxury of attending one of the first meetings held in our brand new office building. It was beautiful. The design took full advantage of natural lighting, open spaces, and everyone loved the neutral color scheme. You could still smell the wet paint in the air as we found our way to our seats. On this particular day, the CEO was leading a discussion and we were thrilled just to have the privilege of hearing him speak. He was a… Read More

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Hospital Analogy for the Global Antifraud Program

I created this short video for a company to illustrate both the components and status of the Global Antifraud Program.  It was shown at the beginning of the meeting to facilitate the conversation about the program. (2013 Copyright Fraud-Doctor.com) [wpvideo 5jxBReaH] (4:42)   Global Antifraud Program OBJECTIVE: To manage the fraud risk. GOALS: Prevention, Detection and Deterrence. COMPONENTS: Governance, Fraud Awareness Training, Fraud Risk Assessment, Investigations, and Continuous Monitoring.

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Digital Lies

Digital Lies Jeff Hancock was one of my professors at Cornell University. I had the privilege of taking a class with him called “Deception Detection.” It was by far one of my favorite classes during my undergrad experience in New York. His research was not only intriguing back then, it is still relevant today. I use those very same concepts during investigations every time I conduct a forensic interview. While watching an in-flight movie recently, I came across a segment of Ted Talks featuring Jeff speaking about lies in the digital era. If detecting lies is important in your job or if you simply want a different take on the… Read More

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