Risk Adjustment Vs Care Gap Detection
A precise buyer's guide for choosing between these two intelligence assets. Both solve real operational problems — but for different buyers, different workflows, and different financial objectives. Use this comparison to identify which dataset fits your specific need, then go directly to the purchase or sample page.
How to Think About This Comparison
Medicare Advantage Risk Adjustment Dataset (MARAD)
Choose MARAD when the primary MA revenue driver is HCC coding completeness and RAF score accuracy. MARAD identifies missed chronic disease diagnoses and suspect conditions that should be coded to accurately reflect member clinical complexity in CMS risk adjustment calculations.
Care Gap Detection Dataset (CGDD)
Choose CGDD when the primary MA quality driver is HEDIS measure performance and Stars rating improvement. CGDD identifies open preventive care and chronic disease management gaps — the measures CMS uses to rate MA plan quality and calculate Quality Bonus Payments.
Recommended Dataset Purchase Paths
Medicare Advantage Risk Adjustment Dataset (MARAD)
Use MARAD when the objective is maximizing CMS risk adjustment payments through comprehensive HCC documentation and coding. Best for VP Risk Adjustment and Medical Directors.
Care Gap Detection Dataset (CGDD)
Use CGDD when the objective is improving Stars ratings and capturing CMS Quality Bonus Payments through HEDIS measure performance. Best for VP Stars, VP Quality, and Population Health leaders.
Buyer Decision Matrix
| Dataset | When It Fits | Next Step |
|---|---|---|
| Medicare Advantage Risk Adjustment Dataset (MARAD) | Risk-based revenue: HCC gap analysis, RAF score improvement, prospective coding, RADV readiness. | Purchase Page |
| Care Gap Detection Dataset (CGDD) | Quality-based revenue: HEDIS measure performance, Stars cut-point optimization, gap closure prioritization, Quality Bonus Payment capture. | Purchase Page |
Commercial Recommendation
MA plans compete on both risk adjustment revenue (MARAD) and quality bonus revenue (CGDD). High-performing MA plans optimize both simultaneously. The populations overlap significantly — members with HCC gaps often have open care gaps — making combined deployment more efficient.