Upon completing this unit, learners: Demonstrate understanding of the compliance frameworks and ethical principles governing risk adjustment. Identify common regulatory violations, reporting errors, and risk score manipulation practices. Evaluate the financial and reputational risks associated with noncompliance. Apply compliance auditing techniques to detect and prevent inaccurate or unethical coding practices. Recommend corrective measures and internal controls that support legal and ethical reimbursement integrity. Integrate compliance monitoring and staff training into organizational governance structures.

Completion of Unit Course: Monitoring and Improving Financial Performance is recommended. Learners should have foundational knowledge of financial reporting, risk scoring, and reimbursement performance prior to studying compliance and ethical governance.

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This unit benefits compliance officers, auditors, risk adjustment analysts, coding professionals, and healthcare administrators responsible for oversight of reimbursement integrity. It is especially valuable for professionals managing Medicare Advantage, ACOs, or population-based payment systems who must ensure compliance with CMS and OIG regulations. Learners gain practical and ethical frameworks to identify noncompliance, prevent fraud, and sustain a transparent, accountable approach to healthcare reimbursement.