Medicaid Managed Care: CMS’s Accuracy Check Process For State-Submitted Medical Loss Ratio Data Has Limitations
Learn how the AI-generated research projects were createdOverall Conclusion
The OIG identified limitations in CMS's process to verify State-submitted Medicaid MLR data and recommended procedures to address inaccuracies, with CMS concurring.
Source Document
Audit Scope
Evaluation of CMS's process to verify the accuracy of State-submitted Medicaid Medical Loss Ratio data, including the limited accuracy checks, follow-up actions, and cross-staff communication, as described in the report text.
Key Findings Summary
CMS performed only limited accuracy checks on the four required MLR data elements, and those checks showed that some State-submitted MLR data may be inaccurate.
CMS did not follow up with States that submitted potentially inaccurate MLR data.
Results of MLR accuracy checks were not shared across CMS staff, limiting the ability to inform capitation-rate reviews.
AI-Assisted
AI Scope Summary
This audit evaluated CMS's verification of State-submitted Medicaid Medical Loss Ratio data, identified limitations in accuracy checks and follow-up, and recommended improvements to data sharing across CMS, to support more reliable capitation-rate decisions in future audits.
AI-Generated Insight
The report highlights data quality risks in Medicaid Managed Care MLR reporting and shows how gaps in internal communication can undermine oversight; strengthening data governance and cross-functional collaboration is critical to reliable capitation-rate setting.
Audit Objectives
Assess CMS's procedures for verifying the accuracy of State-submitted Medicaid Medical Loss Ratio data.
Determine whether CMS follows up on potentially inaccurate State-submitted MLR data.
Evaluate whether CMS shares insights from its reviews of State-submitted Medicaid MLR data with CMS staff responsible for reviewing capitation rates.
Audit Findings (3)
CMS performed only limited accuracy checks on the four required MLR data elements, and those checks showed that some State-submitted MLR data may be inaccurate.
CMS did not follow up with States that submitted potentially inaccurate MLR data.
Results of MLR accuracy checks were not shared across CMS staff, limiting the ability to inform capitation-rate reviews.
Recommendations (3)
CMS should establish procedures that outline the steps to be taken to address potentially inaccurate Medicaid MLR data submitted by States and follow up with States, as needed.
CMS should ensure that insights from its reviews of State-submitted Medicaid MLR data are communicated to CMS staff responsible for reviewing plans’ capitation rates.
CMS should improve the efficiency and effectiveness of its oversight of the accuracy of State-submitted Medicaid MLR data.