Tag Archives: Hierarchical Condition Category

The “Rxisk” of adjustments in 2018 ACA risk adjustment

The Centers for Medicare and Medicaid Services (CMS) is adding a new prescription drug category classification system to the 2018 risk adjustment model. Starting in 2018, a condition will be identified through a Hierarchical Condition Category with associated medical diagnosis codes, a prescribed medication, or both—each one affecting the final risk member score differently. This paper by Milliman consultants approximates the likely CMS mapping based on the publicly available information to date.

Milliman risk score trend analysis consistent with Advanced Notice

The 2.1% Medicare fee-for-service (FFS) 2016 medical risk score trend was the primary driver behind the increase in the Part C FFS normalization factor proposed in the 2018 Advance Notice.

Milliman’s Darcy Allen, Karin Cross, and Robert Pipich conducted a risk score trend analysis, which is consistent with the trend in the Advance Notice. They also identified the six Hierarchical Condition Category (HCC) contributors shown in Figure 2 as the key drivers of the 2016 risk score trend. For more perspective, read their article “What’s driving the high risk score trend in the 2018 Advance Notice?