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downside risk

dnsde_rsk_ind
quality·Updated Jun 23, 2026

Definition

ISO-11179 Definition

A boolean indicator identifying that a value based care contract requires the provider organization to repay a portion of losses when total cost of care for the attributed population exceeds the established benchmark expenditure. Accepting downside risk is a fundamental differentiator between basic shared savings arrangements and advanced value based payment models. CMS requires MSSP ACOs to accept downside risk after an initial savings-only participation period, with downside risk exposure increasing as organizations progress through more advanced participation tracks.

Provider organizations that accept downside risk typically receive higher shared savings rates in return for bearing the financial exposure. The decision to accept downside risk requires careful financial modeling of potential loss scenarios, assessment of care management capabilities to prevent excess utilization, and evaluation of the organization financial reserves available to cover potential settlement obligations. Healthcare data teams model downside risk exposure by calculating the probability distribution of total cost of care outcomes, estimating maximum potential loss amounts, and projecting the care management investments needed to keep actual costs below the benchmark.

Standard Abbreviation

dnsde_rsk_ind

Category

quality

Production DDL — FACT_QUALITY_MEASURE

FACT_QUALITY_MEASURE.sql
CREATE OR REPLACE TABLE FACT_QUALITY_MEASURE (
    qlty_key        INTEGER        NOT NULL  -- surrogate key,
    mbr_key         INTEGER        NOT NULL  -- FK to DIM_MEMBER,
    plan_key        INTEGER        NOT NULL  -- FK to DIM_PLAN,
    meas_yr         SMALLINT                 -- measurement year,
    hedis_meas_cd   VARCHAR(20)              -- HEDIS measure code,
    denom_ind       CHAR(1)                  -- denominator eligible,
    numer_ind       CHAR(1)                  -- numerator met,
    excl_ind        CHAR(1)                  -- exclusion indicator,
    gap_open_ind    CHAR(1)                  -- care gap open,
    star_rtg_nbr    DECIMAL(3,1)             -- star rating,
    qlty_scr        DECIMAL(5,2)             -- quality score,
    perf_thrsh_pct  DECIMAL(5,2)             -- performance threshold,
    raf_scr         DECIMAL(10,3)            -- risk adjustment factor,
    outreach_cnt    SMALLINT                 -- outreach attempts,
    load_dt         TIMESTAMP_NTZ  NOT NULL  -- load timestamp
);

Standard Snowflake DDL for the canonical quality table. Convert to BigQuery or Databricks →

Why This Term Matters

Quality measure data determines how payers and providers are rated and reimbursed under CMS Stars, HEDIS, and value-based care contracts. Data engineers who understand quality terminology build measure calculation pipelines that correctly attribute patients, apply denominator exclusions, and flag documentation gaps before submission deadlines. Incorrect quality data directly affects star ratings, pay-for-performance bonuses, and Medicare Advantage plan bids.

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