Quality

The standardized classification value assigned to a care quality standard measure in EHR, claims, or PBM systems. Data engineers use this code to map quality measures to industry nomenclatures such as HEDIS measure IDs, CMS quality codes, or payer-defined identifiers in quality reporting and analytics pipelines.

Patient's share of costs for a quality measure-related service after deductibles are met, calculated as a percentage of the allowed amount. Used in member cost-sharing analysis and to assess financial barriers to completing quality measure-eligible preventive or chronic care services.

The free-text notation field attached to a care quality standard measure record in EHR or quality reporting systems. Used by data engineers to capture supplemental context, exception documentation, or auditor remarks that accompany structured quality measure data in clinical and administrative data pipelines.

Date on which a quality measure service or care activity was fully completed and documented. Used to determine whether a patient satisfied a measure within the required measurement period, supporting accurate quality performance reporting and care gap closure tracking.

Flag designating that a quality measure record contains sensitive information requiring restricted access, such as behavioral health or substance use data. Governs data visibility in quality reporting systems to ensure compliance with HIPAA and 42 CFR Part 2 privacy regulations.

The designated communication point associated with a care quality standard measure in EHR, provider, or payer data systems. Data engineers use this field to link quality measure records to responsible provider, care coordinator, or administrative contacts for outreach tracking and care gap closure workflows.

Fixed out-of-pocket dollar amount a member pays at the time of a quality measure-related service. Used in benefit design analysis and to evaluate how cost-sharing structures influence member adherence to preventive care and chronic disease management quality measures.

Total financial cost associated with delivering or administering a quality measure-related service or program. Used in value-based care analytics to evaluate the cost-efficiency of quality improvement initiatives and benchmark spending against clinical outcomes and performance scores.

The numeric occurrence total for a care quality standard measure in EHR, claims, or quality reporting systems. Data engineers use this field to tally eligible members, completed screenings, or measure events when calculating HEDIS numerators, denominators, and compliance rates in value-based care analytics pipelines.

Country associated with a patient, provider, or facility linked to a quality measure record. Used in quality data stratification for populations spanning international coverage, supporting global health program reporting and cross-border care coordination quality tracking.

Identifies the user or system that originally created a quality measure record in the clinical data repository. Used in audit trails to establish accountability and support compliance tracking for care standard performance metrics and HEDIS or Stars reporting workflows.

Timestamp recorded in EHR, claims, and quality reporting systems marking when a care standard measure record was first created. Used by data engineers to audit record lineage, detect duplicate entries, and validate ETL pipeline integrity across HEDIS and CMS quality programs.

The exact timestamp when a quality measure record was first written to the clinical data system. Supports audit logging, data lineage tracking, and ensures accurate sequencing of care standard metric entries used in quality performance reporting and regulatory submissions.

The serum creatinine lab value captured as part of a clinical quality measure, commonly used to assess kidney function in patients with chronic kidney disease or diabetes. Supports HEDIS and Stars measure calculations requiring laboratory result thresholds for member compliance determination.

A conceptual model developed by NCQA defining the standard data elements and relationships used to express electronic clinical quality measure logic, describing patient characteristics, diagnoses, procedures, medications, laboratory results, and encounters in a structured format that can be implemented in EHR systems and analytical tools. QDM provides the common language for translating clinical measure concepts into computable logic that can be executed against structured EHR data for eCQM reporting.

Calendar date field associated with a specific care standard measure event in EHR, claims, or quality reporting systems. Used by data engineers to align measure compliance windows, perform date-range filtering, and support HEDIS, Stars, and CMS quality program reporting logic.

Combined date and time timestamp tied to a care standard measure event in EHR and quality reporting systems. Enables precise sequencing of clinical quality events, supports audit trail construction, and facilitates time-sensitive gap closure workflows in HEDIS and CMS Stars programs.

The Drug Enforcement Administration registration number associated with a prescribing clinician or pharmacy within a quality measure record. Used to validate controlled substance prescribing compliance and support pharmacy quality audits in clinical and claims-based reporting systems.

Date of member death recorded within a care standard measure dataset in EHR, claims, or quality reporting systems. Used by data engineers to exclude deceased members from active quality measure denominators, ensuring accurate HEDIS, Stars, and CMS program compliance calculations.

The dollar amount of a member's deductible applied within a quality measure financial context, reflecting cost-sharing thresholds that may influence care utilization patterns. Relevant in value-based care analyses examining financial barriers to completing required quality measure interventions.