In our last group assignment,we started by determining our red flags and eventually ended up modifying the red flags multiple times; each iteration bringing us closer to the fraudster. As research, I decided to study red flags in more detail, as they have proved vital in process mining for fraud detection.
Main types of red flags are:
Structural: Red flags that catch fraud due to the way the company is set up and the policies/procedures that are in place. An example is the type of fraud that happens when an employee realises what size of transaction creates added scrutiny. This kind of fraud can be discouraged if Management leads by example, with ethical behavior exhibited at all times
Operational: Red flags that highlight how the company business is managed each day. Are they minimizing the chance for employee errors and having checks in place? Key concerns for management should be segregation of duties so that no employee has too much control over one area.
Accounting: Red flags that refer to the level of internal controls that are in place. The company cannot have secure accounting free from error without such controls built into their FIS. Some of the basic red flags that might be noted in a company’s accounting records include frequency of transactions. Every company has its own operating patterns, and the transactions should be booked accordingly.
Financial performance: Red flags include aggressive goals and performance measures.Companies whose financial performance suggests the possibility of fraud have signs like outstanding results when the rest of the industry has suffered a downturn.
I feel that learning to classify flags properly might help students look for each type of flag in different areas in the project, and systematically track fraudsters.
Reference:
Essentials of Corporate Fraud by Tracie L. Coenen