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transaction balance

txn_bal
clinical
Updated 5/16/2026

Definition

The remaining financial amount owed or credited after payments, adjustments, and reversals are applied to a healthcare transaction in claims or member billing systems. Data engineers use this field to reconcile accounts receivable, track member cost-sharing liabilities, and validate payment posting accuracy in revenue cycle pipelines.

Standard Abbreviation

txn_bal

Category

clinical

Database Usage

-- Example column naming
CREATE TABLE claims (
  clm_id VARCHAR(50),
  txn_bal VARCHAR(100),  -- transaction balance (max 100 chars)
  ...
);

-- Example in SELECT
SELECT
  clm_id,
  txn_bal as transaction_balance
FROM claims;

Common uses in healthcare data

  • Risk stratification and population health analytics
  • CMS-HCC risk adjustment and RAF score calculation
  • Quality measure attribution and HEDIS reporting
  • Clinical data warehouse schema design
  • Value-based care contract performance tracking

Example database column name

ISO-11179 snake_case standard

-- Recommended column name
txn_bal

-- Example DDL
CREATE TABLE healthcare_data (
  record_id   VARCHAR(50)   NOT NULL,
  txn_bal      VARCHAR(100),  -- transaction balance (max 100 chars)
  created_dt  TIMESTAMP     NOT NULL DEFAULT NOW()
);

Column names follow the ISO-11179 naming convention: lowercase, underscore-separated, using the standard abbreviation as a prefix where applicable.

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