Quality

The current state of a regulatory or clinical adherence record, typically coded as compliant, non-compliant, pending, or excluded. Used in HEDIS reporting, Medicare Star Rating programs, and payer quality management systems to drive outreach, gap closure, and performance reporting workflows.

The defined benchmark or goal value that a provider, health plan, or member must achieve to satisfy a regulatory or quality adherence requirement. Used in CMS Star Ratings, NCQA accreditation programs, and payer performance contracts to set measurable compliance expectations.

The specific time-of-day value associated with a regulatory adherence event or activity within healthcare data systems. Used in EHR audit logs, medication administration records, and claims processing timestamps to ensure precise chronological documentation for compliance reporting and regulatory review.

The combined date and time value recording when a regulatory adherence event was captured, updated, or processed in a healthcare data system. Used in EHR audit trails, claims adjudication logs, and quality reporting platforms to enforce data integrity and regulatory traceability requirements.

The aggregated sum of compliant events, measures, or activities for a defined population, provider, or reporting period. Used in HEDIS denominator and numerator calculations, CMS quality dashboards, and health plan performance analytics to quantify overall regulatory adherence across programs.

A categorical classification identifying the specific regulatory, clinical, or contractual adherence domain a compliance record belongs to, such as medication, preventive care, or credentialing. Used in EHR quality modules, payer audit systems, and CMS reporting frameworks to segment compliance data.

The unit of measurement associated with a compliance metric or adherence value, such as days, percentage points, or number of encounters. Used in HEDIS measure specifications, CMS quality program calculations, and health plan analytics platforms to ensure consistent data interpretation and reporting.

The specific measured data point captured for a regulatory adherence metric, such as a lab result, fill count, or screening frequency. Used in HEDIS measure evaluation, EHR clinical quality modules, and payer claims analytics to determine whether a defined compliance threshold has been satisfied.

A flag indicating that a documented post-procedure or post-admission adverse condition has been designated as confidential, restricting access within clinical systems. Protects sensitive complication data in compliance with privacy regulations while preserving the record for authorized clinical and quality review.

A flag indicating that a previously documented adverse condition or post-procedure complication record has been logically removed from active clinical views. Used in EHR and quality reporting systems to retain historical data integrity while excluding voided complication records from active patient documentation.

A flag designating that an adverse condition is the principal complication associated with a clinical encounter or procedure. Used in clinical coding and quality reporting to differentiate the primary complication driving diagnoses, care decisions, or reimbursement classification from secondary adverse events.

A set of HEDIS measures assessing the quality of care provided to members 18-75 years old with Type 1 or Type 2 diabetes, including HbA1c testing, HbA1c control at various thresholds, blood pressure control, eye exam for diabetic retinopathy, kidney health evaluation, and statin therapy use. CDC measures are collectively among the most impactful in CMS Star Ratings, and diabetes care gap programs targeting HbA1c testing and control represent high-volume quality improvement interventions in most health plans.

A HEDIS measure assessing the percentage of members 18 years and older who received prescriptions for opioids and benzodiazepines concurrently for 30 or more days during the measurement year. Concurrent use of opioids and benzodiazepines substantially increases the risk of respiratory depression and overdose death. This measure is an inverse measure where lower rates indicate better performance, reflecting opioid safety guidelines recommending against concurrent prescribing of these drug classes.

A data element capturing the specific content, type, or status of a patient's documented authorization for treatment, data sharing, or a specific clinical procedure. Used in EHR and consent management systems to verify informed consent compliance and support legal and regulatory documentation requirements.

A quantitative measurement associated with a single-use medical supply item, such as quantity dispensed, unit cost, or utilization count. Used in healthcare supply chain and charge capture systems to track inventory consumption, support cost accounting, and enable accurate patient billing for disposable clinical supplies.

A HEDIS measure specification criterion requiring that a member be continuously enrolled in the health plan for a defined period, typically the entire measurement year or a specified lookback window, with an allowed gap in coverage not exceeding 45 days to be included in the measure denominator. Continuous enrollment requirements ensure that members have had sufficient coverage for the health plan to have had opportunity to provide the measured service and are the most common denominator exclusion in HEDIS measure calculations.

A HEDIS measure assessing the percentage of members 18-85 years old who had a diagnosis of hypertension and whose most recent blood pressure reading during the measurement year was adequately controlled below 140/90 mmHg. CBP is consistently one of the highest-weighted measures in CMS Star Ratings and commercial HEDIS reporting, with blood pressure control directly linked to reduced risk of stroke, myocardial infarction, and chronic kidney disease progression in the hypertensive population.

A composite measure comparing a provider or health plan total cost of care for an attributed patient population against a risk-adjusted benchmark representing expected efficient spending, used to identify high-value providers and calculate performance-based payment adjustments in value based contracts. Cost efficiency scores typically express actual spending as a percentage of expected spending — scores below 100 percent indicate spending below the benchmark representing efficient care while scores above 100 percent indicate excess spending above benchmark. Cost efficiency is measured at multiple granularity levels including total cost of care, service category costs, and episode-specific costs to identify specific utilization patterns driving overall efficiency. Healthcare data teams calculate cst_eff_scr by applying risk adjustment models to normalize population complexity, comparing risk-adjusted actual costs against expected benchmark costs, decomposing efficiency variance into service category drivers, and producing provider-level efficiency scorecards used in value based payment performance reviews and tiered network placement decisions.

A data element representing a specific attribute, identifier, or metric associated with a licensed counselor or behavioral health professional involved in patient care. Used in mental health and care coordination systems to link counselor-specific activity to patient records, caseload tracking, and clinical outcomes reporting.

A flag designating that a specific Current Procedural Terminology code associated with a clinical service has been marked confidential, restricting visibility in standard reporting views. Used to protect sensitive procedure information, such as behavioral health or substance use services, in compliance with privacy regulations.