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value based payment

vbc_pmt
quality·Updated Jun 23, 2026

Definition

ISO-11179 Definition

A healthcare reimbursement model that ties provider and health plan payment to the quality and efficiency of care delivered rather than the volume of services performed. Value based payment models shift financial incentives away from fee-for-service toward outcomes that matter to patients and payers — reduced hospitalizations, better chronic disease control, higher HEDIS quality rates, and lower total cost of care. CMS has set aggressive targets for moving Medicare spending into value based arrangements, including Medicare Advantage quality bonuses, Medicare Shared Savings Program ACO contracts, and Bundled Payments for Care Improvement initiatives.

Commercial payers have followed with pay-for-performance programs, shared savings contracts, and tiered network designs that reward high-value providers. Healthcare data teams build value based payment analytics that measure provider performance against quality benchmarks, calculate shared savings distributions, track total cost of care against risk-adjusted expenditure benchmarks, and produce provider-level scorecards used in contract performance evaluation and payment reconciliation.

Standard Abbreviation

vbc_pmt

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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