Quality

The time-of-day value recorded when a specific action or event occurred during a clinical or administrative record review process. Captured in EHR audit log tables and compliance systems to enable precise chronological sequencing of audit events for investigation and regulatory reporting purposes.

The combined date and time value recorded when a clinical, administrative, or system-level audit event occurred during a record review process. Stored in EHR audit trail tables, claims platforms, and PBM systems to provide precise event sequencing for compliance investigations and HIPAA accountability reporting.

The formal name or descriptive label assigned to an audit project or review engagement within a healthcare compliance system. Used to identify the type, scope, and purpose of the audit, such as a coding compliance review, RAC audit, or HEDIS medical record review, for reporting and tracking purposes.

The aggregated sum value calculated across all findings, units, or dollar amounts identified during a clinical or administrative record review process. Referenced in claims audit and EHR compliance reporting systems to quantify overpayments, documentation gaps, or coding discrepancies discovered across reviewed records.

The total number of records reviewed or actions logged during a compliance or quality audit cycle. Used in healthcare data governance to measure audit scope, track review completeness, and support regulatory reporting across clinical and administrative systems.

The category classification identifying the nature of a record review process, such as clinical quality, coding accuracy, claims overpayment, or HIPAA compliance. Used in EHR audit management and payer systems to route findings to appropriate review workflows and apply type-specific regulatory reporting requirements.

The standardized measurement unit applied to quantify findings within a clinical or administrative record review process, such as claims count, procedure units, or dollar amounts. Referenced in EHR audit platforms and claims compliance systems to normalize findings for benchmarking and regulatory reporting across audit cycles.

The most recent date on which an audit record was modified, corrected, or supplemented during a compliance or quality review process. Tracks the chronological progression of audit activity and supports version control in clinical data governance workflows.

The priority or time-sensitivity classification assigned to an audit record, indicating how quickly a compliance review or quality correction must be addressed. Used to triage outstanding audit findings in clinical and administrative healthcare data management workflows.

The specific measured data point captured for a clinical, coding, or financial finding during a record review process. Stored in EHR audit management and claims compliance systems to document the quantified result of each reviewed element, supporting overpayment calculation, quality scoring, and regulatory submission workflows.

The sequential version number assigned to an audit record each time it is revised during a compliance or quality review cycle. Supports tracking of incremental changes, corrections, and approvals in clinical data governance and regulatory reporting systems.

The postal ZIP code associated with the location relevant to an audit record, such as a facility, department, or care site under review. Used to geographically segment audit findings for compliance reporting and quality improvement initiatives across healthcare operations.

A discrete measured data point captured within a prior authorization record representing an approved quantity, cost, or service metric in utilization management or claims systems. Data engineers use this field to enforce authorization limits during claims adjudication and to support reporting on resource utilization and cost containment outcomes.

The outstanding monetary amount remaining on a patient account after payments, adjustments, and credits have been applied. Used in healthcare revenue cycle management to track unpaid claim balances, patient responsibility amounts, and accounts receivable across billing and financial systems.

The expected total cost of care for an attributed patient population established at the beginning of a value based contract period, representing the spending target against which actual expenditures are compared to determine shared savings or shared losses at contract settlement. Benchmark expenditure is calculated from historical claims data for the attributed population adjusted for risk score changes, regional trend factors, and quality performance. CMS calculates Medicare Shared Savings Program benchmarks using three years of historical Medicare expenditure data for each ACO participant population, updated annually with national trend adjustments. Performing below the benchmark generates shared savings distributed to ACO participants while performing above the benchmark in two-sided risk models triggers shared losses. Healthcare data teams model benchmark expenditure calculations to project in-year performance, identify utilization patterns driving variance from benchmark, and estimate final settlement amounts to support provider financial planning and care management investment decisions.

The total monetary amount charged to a patient or payer for healthcare services rendered, as reflected on an itemized statement or claim. Used in revenue cycle management to capture billed charges before adjudication, adjustments, or contractual discounts are applied.

A healthcare reimbursement model in which a single payment covers all services delivered by multiple providers across an entire episode of care — from initial service through post-acute recovery — replacing separate fee-for-service payments to each individual provider. Bundled payments create financial incentives for providers to coordinate care efficiently, eliminate unnecessary services, and reduce costly complications and readmissions because all providers share a fixed payment regardless of total services rendered. CMS Bundled Payments for Care Improvement initiatives have tested bundled payment models for joint replacement, cardiac care, and oncology episodes. Providers who deliver care within the bundle price keep the difference as shared savings while those who exceed the target price owe the difference back to CMS. Healthcare data teams build bundled payment analytics that define episode boundaries, aggregate all service payments within each episode, compare episode costs against the bundle price, identify cost drivers within high-cost episodes, and calculate net financial performance by episode type and surgeon or facility.

The Consumer Assessment of Healthcare Providers and Systems survey administered to health plan members to measure patient experience with care access, communication with providers, care coordination, and overall health plan service quality, producing standardized scores used in CMS Star Ratings and NCQA accreditation. CAHPS surveys are fielded annually by approved vendors using standardized question batteries that enable national benchmarking across health plans. Key CAHPS composites include getting needed care measuring access, getting care quickly measuring timely access to appointments, how well doctors communicate measuring interpersonal quality, and rating of health care and health plan measuring overall satisfaction. CMS weights CAHPS composite scores heavily in Medicare Advantage Star Ratings calculations. Healthcare data teams analyze cahps_scr results by demographic segment to identify member populations with systematically lower experience scores, correlate CAHPS responses with operational metrics like call center wait times and claims turnaround, track score trends over multiple survey years, and model the star ratings impact of CAHPS improvement initiatives.

The maximum volume or throughput limit for a healthcare resource, such as available beds, appointment slots, or procedure room availability. Used in operational planning and capacity management systems to monitor utilization, prevent overbooking, and optimize care delivery workflows.

A healthcare payment model in which a provider or health plan receives a fixed monthly payment per enrolled member to cover all covered healthcare services regardless of the actual volume of services delivered, transferring utilization risk from the payer to the provider. Capitation aligns provider financial incentives with preventive care and care coordination because providers profit by keeping patients healthy and avoiding unnecessary services rather than by increasing service volume. Medicare Advantage capitation payments from CMS to health plans are calculated by multiplying the county-level benchmark rate by the member RAF score, adjusted for quality bonus payments based on CMS Star Ratings. Provider capitation arrangements may be global covering all services or partial covering specific service categories such as primary care or specialty care. Healthcare data teams track capitation payment amounts by member, calculate per-member-per-month capitation yield by plan and service category, reconcile capitation receipts against expected amounts based on attributed member RAF scores, and model capitation adequacy relative to actual claims costs to assess financial performance under full-risk contracts.