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cash collection rate

cash_coll_rt
finance·Updated Jun 13, 2026

Definition

ISO-11179 Definition

The percentage of billed charges that a healthcare organization actually collects as cash receipts during a specific time period, representing the real-world cash conversion efficiency of the revenue cycle. Cash collection rate differs from net collection rate in that it measures actual cash receipts against gross charges rather than against net collectible revenue after contractual adjustments. Cash collection rate is used in short-term cash flow management and forecasting, helping healthcare organizations project actual cash receipts from current billing activity.

Industry average cash collection rates vary significantly by payer mix and provider type, typically ranging from 20 to 40 percent of gross charges when contractual adjustments are considered. Healthcare data teams calculate cash_coll_rt by period, payer category, and service line to support treasury management cash flow forecasting, evaluate collection trend changes that may signal revenue cycle performance shifts, and model cash receipt projections under different payer mix and volume scenarios.

Standard Abbreviation

cash_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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