Processes

Estimate risk-score related adjustments

How estimate risk-score related adjustments are reshaped as AGI capability advances.

ProcessesEstimate risk-score related adjustments
Estimate risk-score related adjustments — illustrated

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How the work flows

Trigger: A financial reporting period ends or new member diagnosis data is consolidated for risk adjustment evaluation.

  1. Extract member enrollment, demographic, and claims diagnosis data
  2. Apply regulatory risk-scoring models to calculate individual member risk scores
  3. Aggregate scores to determine the plan-level average risk profile
  4. Estimate state and market-average risk scores and premiums
  5. Calculate the estimated risk adjustment transfer amount
  6. Compare estimates against historical trends and benchmarks
  7. Record the estimated financial adjustment as a reserve or receivable

Outcome: An estimated risk adjustment payable or receivable is calculated and recorded in the financial ledger.

Measured by

Estimate Variance To Final SettlementRisk Score Calculation Cycle TimeMember Data Completeness Rate