Risk Assessment, Detection, and Reporting
Risk Assessment
A risk assessment identifies, ranks, and prioritizes compliance risks so resources go where exposure is greatest. Typical steps: inventory risks, rate likelihood and impact, consider regulatory change and prior findings, and produce a documented ranking that drives the work plan. Traps include treating the assessment as a one-time exercise or ignoring emerging risks and known industry enforcement trends.
Detection
Detection uses data and controls: audits, monitoring, data analytics (e.g., billing outliers), hotlines, and employee reporting. The goal is to find problems early. A common trap is relying on a single detection method; layered detection is stronger.
Reporting and Non-Retaliation
Reporting channels must be accessible, trusted, and free of retaliation. Non-retaliation is both ethical and legal. Questions test whether a program encourages good-faith reporting and protects reporters even when a report turns out unfounded.
Worked Example
A risk assessment ranks billing for a high-volume service as high likelihood/high impact. The best next step is to direct monitoring and audit resources there and document the rationale - not to spread effort evenly across all risks. Rule of thumb: risk assessment should visibly drive where the work plan spends its time.
Common Traps
- Rating risk without linking it to the work plan.
- Ignoring prior audit findings and enforcement trends.
- Detection relying on one channel only.
- Failing to protect or follow up with reporters.