ACFE India Chapter

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Data Analysis Techniques for Fraud Examiners

Description

Data analysis is a powerful tool for fraud examiners. By searching for patterns, anomalies, trends and outliers, you might discover a cleverly hidden scheme. A skillful fraudster is adept at covering his tracks. However, data analytics empowers you to uncover even the most thoroughly hidden fraud. Furthermore, data analytics can be used to continuously monitor an organization so that red flags of fraud are discovered and investigated as soon as they occur.

This course explores the basics of using data analysis to uncover fraud. You will work through several interactive examples to illustrate simple analysis techniques. With these examples, you will learn how to perform a variety of tests and interpret the results to identify common red flags of fraud.

Key Takeaways:

  • Advantages and challenges of using data analytics to detect fraud
  • Phases of the data analysis process
  • Data analysis techniques for specific fraud schemes
  • Red flags for suspicious or fraudulent data
  • Basic analytical procedures

Prerequisites

None

Table of Contents

Part IData Analytics
Lesson 1What is Data Analysis?
Lesson 2Why Do We Use Data Analytics to Detect Fraud?
Lesson 3Advantages of Using Data Analytics to Detect Fraud
Lesson 4Challenges of Using Data Analytics to Detect Fraud
Part IIThe Data Analysis Process
Lesson 5The Planning Phase
Lesson 6The Preparation Phase
Lesson 7The Testing and Interpretation Phase
Lesson 8The Post-Analysis Phase
Part IIIData Analysis Techniques
Lesson 9Basic Analytical Procedures
Lesson 10Data Analytics and Scheme-Specific Frauds
Lesson 11Billing Schemes
Lesson 12Check Tampering Schemes
Lesson 13Payroll Schemes
Lesson 14Expense Reimbursement Schemes
Lesson 15Theft of Cash Receipts Schemes
Lesson 16Noncash Asset Schemes
Lesson 17Corruption Schemes
Lesson 18Financial Statement Fraud Schemes
Lesson 19Financial Statement Analysis
Lesson 20Benford’s Law
Lesson 21Textual Analytics
Lesson 22Conclusion

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