Operations

The specific time of day at which a validation process, automated check, or review activity is planned to execute. Used in claims batch processing, eligibility verification, and data quality workflows to sequence validation runs within system processing windows and avoid conflicts with other scheduled transactions.

A numeric value calculated to represent the overall result or confidence level of a validation process applied to a data record, claim, or clinical entry. Used in claims auditing, risk adjustment, and data quality workflows to quantify compliance with business rules and prioritize records that fall below acceptable accuracy thresholds for manual intervention.

A numeric value indicating the positional order in which a specific validation rule or check is executed within a series of validation steps. Used in claims adjudication and data processing workflows to ensure dependent validations run in the correct logical order, preventing downstream errors caused by out-of-sequence rule application.

Indicates the priority level assigned to a data validation rule failure, such as critical, warning, or informational. Used in data quality workflows to triage and remediate errors in claims, enrollment, or clinical data before processing or submission.

Captures the biological sex value being validated against expected values or reference data in a healthcare record. Used in eligibility, claims, and clinical data quality checks to ensure sex codes align with standard code sets such as HL7 or X12 definitions.

Identifies the originating system, file, or dataset from which the data being validated was received. Used in data quality and interoperability workflows to trace validation failures back to upstream feeds such as claims clearinghouses, enrollment systems, or EHR interfaces.

Records the calendar date on which a validation rule, process, or period becomes effective. Used in data governance and quality management workflows to establish when specific validation criteria are applied to incoming claims, member enrollment, or clinical data records.

Records the specific time of day at which a validation process or rule execution begins. Used in data pipeline and quality management workflows to track processing windows, sequence validation runs, and audit the timing of data quality checks on claims or enrollment feeds.

Captures the U.S. state or territory value being validated within a healthcare record, such as on a claim or enrollment file. Used in data quality checks to confirm that state codes conform to USPS two-letter abbreviation standards and match expected geographic references.

Indicates the current outcome or processing state of a validation check, such as passed, failed, pending, or waived. Used in data quality management workflows to track and report the disposition of validation rules applied to claims, eligibility, or clinical data records.

Captures the street address value being validated within a healthcare record, such as member or facility address on enrollment or claims files. Used in data quality workflows to verify address completeness, format compliance, and alignment with postal standards for accurate correspondence and adjudication.

Represents a partial sum calculated across a subset of validated records or data elements within a validation batch. Used in data quality reporting to measure intermediate financial or count totals, such as partial claim amounts or grouped error tallies, before computing the final validation aggregate.

Identifies the specific data element, field, table, or system that a validation rule is applied against. Used in data governance and quality workflows to document which part of a claims, enrollment, or clinical dataset is being evaluated for accuracy, completeness, or conformance.

Captures the NUCC Health Care Provider Taxonomy code value being validated on a claim or credentialing record. Used in claims adjudication and provider data quality workflows to confirm that the submitted specialty classification code is valid, active, and appropriate for the services billed.

Captures a body temperature measurement being validated within a clinical or patient monitoring record. Used in clinical data quality workflows to verify that temperature values fall within physiologically plausible ranges and conform to expected units of measure such as Fahrenheit or Celsius.

Records the calendar date on which a validation rule, process, or coverage period ceases to be effective. Used in data governance and quality management workflows to enforce date-bounded validation logic on claims, member eligibility spans, or contract-driven data quality rules.

Records the specific time of day associated with a validation event or the time value being validated within a healthcare record. Used in data quality and audit workflows to sequence validation activities, identify processing gaps, and confirm time fields on clinical or claims transactions meet required formats.

Records the precise date and time at which a validation rule was executed or a validation event occurred. Used in data quality audit trails for claims, enrollment, and clinical data pipelines to establish a chronological record of when records were evaluated and outcomes were determined.

Stores the descriptive name or label assigned to a validation rule or validation process. Used in data governance workflows to identify and communicate specific quality checks applied to claims, enrollment, or clinical datasets, supporting documentation, reporting, and stakeholder review of data quality standards.

Represents the aggregate sum of all values or records within a validation batch or dataset. Used in data quality and reconciliation workflows to verify that total claim amounts, member counts, or transaction values match expected control totals from source systems before further processing.