direct contracting entity
dceDefinition
ISO-11179 Definition
A CMS innovation model participant that entered into a direct financial relationship with CMS to manage the total cost and quality of care for attributed Medicare fee-for-service beneficiaries under the Global and Professional Direct Contracting model, which was subsequently renamed the ACO Realizing Equity Access and Community Health model. Direct Contracting Entities included a broader range of organization types than traditional ACOs, encompassing health plans, provider-led entities, and other risk-bearing entities capable of managing population health. DCEs accepted either professional risk sharing a smaller portion of savings and losses or global risk accepting full capitated payment for all Medicare services.
The model emphasized health equity by requiring DCEs to develop strategies for engaging underserved populations. Healthcare data teams built DCE performance analytics that calculated per capita expenditure benchmarks, tracked actual spending against capitation amounts, measured quality performance across required domains, and produced financial reconciliation reports for CMS quarterly settlement processes.
Standard Abbreviation
dce
Category
Production DDL — FACT_QUALITY_MEASURE
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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