Finance

The unique account identifier assigned to a precertification or prior authorization request submitted before a planned service or procedure. Used in utilization management systems to track approval status, link authorizations to claims, and ensure services rendered align with payer-approved clinical criteria and coverage terms.

The total expense associated with administering precertification and prior authorization processes, including staff, systems, and review activities. Captured in operational and claims data to analyze the financial impact of utilization management workflows on overall healthcare delivery and administrative cost efficiency.

The total income received by a health insurance plan from policyholder premium payments during a defined accounting period, representing the primary revenue source for health plans and the denominator for medical loss ratio calculations. Premium revenue is recognized monthly as coverage is provided and must be tracked separately by market segment including commercial individual, small group, large group, Medicare Advantage, and Medicaid managed care to support regulatory reporting and profitability analysis by line of business.

A refundable federal tax credit available to eligible individuals and families with incomes between 100% and 400% of the federal poverty level who purchase health insurance through ACA marketplace exchanges, calculated as the difference between the benchmark plan premium and the maximum contribution percentage of household income. Premium tax credits are advance-paid monthly to health plans on behalf of enrolled members and reconciled on annual tax returns, creating complex financial flows between CMS, tax filers, and marketplace plans.

Federal and state regulations requiring health plans and hospitals to disclose the prices of healthcare services to enable consumer price shopping and employer purchasing decisions, including the Hospital Price Transparency Rule requiring hospitals to publish machine-readable files of standard charges, the Transparency in Coverage Rule requiring health plans to publish negotiated rates with in-network providers, and the No Surprises Act good faith estimate requirements for uninsured and self-pay patients.

The process by which a healthcare provider obtains advance approval from a health insurance payer before delivering specific medical services, procedures, or prescription drugs to ensure the payer will cover the cost of the service. Prior authorization is required by most health plans for elective surgeries, specialty medications, advanced imaging studies, inpatient admissions, and certain outpatient procedures. The prior authorization process involves submitting clinical documentation supporting medical necessity to the payer for review by clinical staff who approve, deny, or request additional information. CMS and state regulators have increased scrutiny of prior authorization burdens and timelines, with new interoperability rules requiring payers to implement electronic prior authorization APIs. Healthcare data teams build prior authorization tracking systems that monitor authorization status, expiration dates, authorized versus billed services, and authorization denial rates by payer and service type to support clinical workflow efficiency and prevent authorization-related claim denials.

The unique account identifier linked to a documented active health condition or diagnosis on a patient's problem list. Used in clinical and billing systems to associate ongoing conditions with encounters, care plans, and claims, supporting chronic disease management tracking and longitudinal patient record continuity.

The total expense attributed to managing and treating a specific active health condition documented on a patient's problem list. Captured in claims and cost accounting systems to support disease management analytics, population health cost modeling, and value-based care performance measurement across chronic conditions.

The percentage of clean healthcare claims paid within the timeframe required by state prompt payment laws, typically 30 calendar days for electronic claims and 45 days for paper claims, used as a regulatory compliance metric and provider relations performance indicator. Failure to meet prompt payment standards results in penalty interest payments to providers, state regulatory fines, and potential contract termination. Prompt payment compliance rates are reported to state insurance departments and monitored in provider contract performance scorecards.

The unique account identifier assigned to a prosthetic device claim or order within durable medical equipment and claims billing systems. Used to track prescriptions, fittings, replacements, and insurance reimbursements for artificial limbs and body part replacements across DME suppliers and healthcare payers.

The total expense incurred for prosthetic devices, including artificial limbs and body part replacements, fabrication, fitting, and ongoing adjustments. Captured in claims and DME billing systems to support reimbursement reconciliation, prior authorization tracking, and cost analysis for rehabilitative care programs.

The unique account identifier associated with a standardized clinical or administrative protocol used to guide care delivery or operational workflows. Used in clinical systems and cost centers to link treatment pathways, research studies, or care bundles to financial transactions and outcome tracking for protocol adherence reporting.

The total expense associated with implementing and executing a standardized clinical treatment protocol or care pathway. Captured in clinical and financial systems to evaluate cost-effectiveness of evidence-based care bundles, support clinical trial budgeting, and measure resource utilization against defined protocol benchmarks.

The process of identifying and recovering payments made to providers in excess of the contracted amount, due to billing errors, duplicate claims, coordination of benefits failures, or medical necessity determinations. Provider overpayment recovery programs generate significant revenue recovery for health plans and are subject to regulatory requirements specifying notice periods, appeal rights, and offset procedures for recovering identified overpayments through future claim payment adjustments.

The unique account identifier assigned to psychiatric specialty services and mental health encounters within clinical and billing systems. Used to track inpatient psychiatric admissions, outpatient therapy sessions, and behavioral health claims, supporting mental health parity compliance reporting and specialty care financial reconciliation.

The total expense associated with mental health and psychiatric specialty services, including inpatient psychiatric admissions, outpatient behavioral health visits, and crisis intervention. Used in claims adjudication and healthcare cost analytics to track behavioral health spending across payers and benefit plans.

The unique account identifier assigned to pulmonology specialty services, including respiratory disease management, lung function diagnostics, and critical care encounters. Used in claims processing and patient financial systems to link billing records to respiratory specialty care episodes across payers and facilities.

The total expense attributed to pulmonology specialty services, encompassing respiratory diagnostics, bronchoscopy procedures, sleep studies, and chronic lung disease management. Used in claims analytics and care management reporting to evaluate pulmonary care spending trends across member populations and benefit periods.

Additional reimbursement received by a healthcare provider or health plan above the base contracted rate as a financial incentive for achieving defined quality performance thresholds in value-based care contracts, pay-for-performance programs, or CMS quality reporting initiatives. Quality bonus payments are a core component of value-based payment models designed to align provider financial incentives with high-quality, cost-effective care delivery. Medicare Advantage plans earning four or more stars in the CMS Star Ratings program receive quality bonus payments that increase their benchmark rates and enable enhanced benefits for members. Provider quality bonuses in commercial contracts are typically tied to HEDIS measure performance, patient experience scores, and total cost of care metrics. Healthcare data teams calculate qlty_bonus_amt by tracking performance against quality measure thresholds throughout the measurement year, projecting bonus payment eligibility under contract terms, and measuring the net revenue impact of quality performance improvement initiatives across value-based contract portfolios.

The percentage of reviewed inpatient cases in which a clinical documentation improvement specialist issues a physician query requesting clarification, additional specificity, or additional documentation to support accurate and complete medical record coding. Query rate is a key CDI program performance metric that reflects the frequency of documentation opportunities identified during concurrent record review. Appropriate query rates vary by specialty, facility type, and CDI program maturity, typically ranging from 15 to 35 percent of reviewed cases in established programs. Very high query rates may indicate insufficient clinical documentation habits among medical staff while very low rates may suggest CDI specialists are not identifying all documentation opportunities. Healthcare data teams calculate qry_rt by CDI specialist, physician, service line, and diagnosis category to evaluate CDI program effectiveness, identify physician documentation education priorities, and measure query rate trends over time as documentation improvement initiatives take effect.