CIG CIG Fraud Detection & Prevention 2 — Questions and Answers
Question 1: Which data analytics technique is commonly used to detect anomalies in large financial datasets by examining the frequency distribution of leading digits?
- Regression analysis
- Benford's Law analysis (Correct answer)
- Stratification
- Gap testing
Correct answer: Benford's Law analysis
Benford's Law predicts the expected frequency of leading digits in naturally occurring datasets, and deviations from this pattern can indicate manipulation or fraud.
Question 2: An Inspector General reviewing purchase card (P-card) transactions discovers multiple purchases just below the approval threshold. This pattern most likely indicates:
- Efficient procurement practices
- Splitting transactions to avoid oversight (Correct answer)
- A budget surplus being used strategically
- Vendor-negotiated pricing tiers
Correct answer: Splitting transactions to avoid oversight
Repeated purchases just below an approval threshold is a classic 'structuring' red flag, suggesting intentional splitting of transactions to circumvent required oversight.
Question 3: Which of the following best describes 'procurement fraud'?
- Misuse of travel reimbursement policies
- Corruption or manipulation in the contracting and purchasing process (Correct answer)
- Theft of government property after delivery
- Falsification of employee time records
Correct answer: Corruption or manipulation in the contracting and purchasing process
Procurement fraud involves corrupt or dishonest manipulation of the government contracting and purchasing process, including bid rigging, kickbacks, and collusion.
Question 4: A conflict of interest in contracting most commonly occurs when:
- A contractor submits a late bid
- An agency employee has a financial interest in an awarded vendor (Correct answer)
- Two contractors submit identical pricing
- A vendor requests a contract extension
Correct answer: An agency employee has a financial interest in an awarded vendor
A conflict of interest arises when a government employee has a personal financial or personal relationship with a vendor that could impair impartial decision-making in the contracting process.
Question 5: What is the purpose of a 'continuous monitoring' program in fraud prevention?
- To replace annual audits entirely
- To provide real-time or ongoing automated review of transactions for anomalies (Correct answer)
- To monitor employee social media activity
- To conduct unannounced physical inspections of facilities
Correct answer: To provide real-time or ongoing automated review of transactions for anomalies
Continuous monitoring uses automated tools to review transactions on an ongoing basis, enabling early detection of fraud, waste, and abuse rather than waiting for periodic audits.
Question 6: Under the Federal Acquisition Regulation (FAR), which clause is specifically designed to protect the government against contractor fraud involving false cost or pricing data?
- Truth in Negotiations Act (TINA) (Correct answer)
- Prompt Payment Act
- Anti-Kickback Act
- Service Contract Act
Correct answer: Truth in Negotiations Act (TINA)
The Truth in Negotiations Act (TINA), implemented through FAR 15.403, requires contractors to submit certified cost or pricing data and protects the government from fraud involving inflated or false pricing submissions.
CIG CIG Fraud Detection & Prevention 2
Which data analytics technique is commonly used to detect anomalies in large financial datasets by examining the frequency distribution of leading digits?