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net collection rate

net_coll_rt
finance·Updated Jun 13, 2026

Definition

ISO-11179 Definition

A key revenue cycle performance metric measuring the percentage of net collectible revenue actually collected by a healthcare organization, calculated by dividing collections by net charges after subtracting contractual adjustments. Net collection rate measures how effectively a revenue cycle captures the revenue it is entitled to receive and is considered one of the most important indicators of overall revenue cycle performance. A net collection rate of 96 percent or above is generally considered best practice, meaning the organization collects 96 cents of every dollar it is contractually owed.

Lower net collection rates indicate revenue leakage from uncollected patient balances, unresolved denials, missed filing deadlines, or ineffective collection processes. Healthcare data teams calculate net_coll_rt at the organization, payer, service line, and facility level to benchmark performance against industry standards, identify revenue cycle improvement priorities, and measure the financial impact of revenue cycle optimization initiatives over time.

Standard Abbreviation

net_coll_rt

Category

finance

Production DDL — FACT_CLAIM_TRANSACTION

FACT_CLAIM_TRANSACTION.sql
CREATE OR REPLACE TABLE FACT_CLAIM_TRANSACTION (
    clm_txn_key     INTEGER        NOT NULL  -- surrogate key,
    clm_id          VARCHAR(50)    NOT NULL  -- claim identifier,
    mbr_key         INTEGER        NOT NULL  -- FK to DIM_MEMBER,
    prvdr_key       INTEGER        NOT NULL  -- FK to DIM_PROVIDER,
    clm_typ_cd      VARCHAR(10)              -- claim type code,
    tot_chrg_amt    DECIMAL(18,2)            -- total charged amount,
    tot_alwd_amt    DECIMAL(18,2)            -- total allowed amount,
    tot_pd_amt      DECIMAL(18,2)            -- total paid amount,
    cntrct_adj_amt  DECIMAL(18,2)            -- contractual adjustment,
    denial_ind      CHAR(1)                  -- denial indicator,
    denial_rsn_cd   VARCHAR(10)              -- denial reason code,
    prior_auth_nbr  VARCHAR(30)              -- authorization number,
    clm_lag_days    SMALLINT                 -- claim lag days,
    days_ar         SMALLINT                 -- days in AR,
    load_dt         TIMESTAMP_NTZ  NOT NULL  -- load timestamp
);

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

Why This Term Matters

Healthcare data terminology is foundational for any data engineer working in this industry. Precise understanding of standard terms enables accurate schema design, reduces downstream data quality issues, and ensures pipelines meet the regulatory and interoperability requirements imposed by HIPAA, HL7 FHIR, and CMS reporting frameworks. Without this foundation, even technically well-built pipelines produce data that fails validation when it reaches payers or regulators.

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