Finance

The unique account identifier assigned to a specific healthcare record, such as a medical chart, claim file, or encounter document, within a health information system. Used in medical records management and revenue cycle systems to track, retrieve, and audit individual patient or claim records across administrative and clinical workflows.

The total expense associated with creating, storing, retrieving, or transmitting healthcare records, including medical chart maintenance, medical records request processing, and document management operations. Used in health information management and administrative cost reporting to track record-keeping expenditures across facilities and health systems.

The process by which a health insurance payer or government program recovers previously paid claim amounts determined to have been overpaid, typically by offsetting future claim payments to the provider rather than requiring a direct refund check. Medicare and Medicaid recoupments are common following RAC audit findings, MAC post-payment reviews, and RADV audit settlements where CMS has determined that prior payments exceeded the correct amount. Providers have the right to request an extended repayment schedule for large recoupment amounts and may suspend recoupment by filing a timely appeal. Commercial payer recoupments are governed by provider contract terms and applicable state prompt payment and recoupment regulations. Healthcare data teams track recoup_amt in accounts receivable systems as a reduction to expected cash receipts, monitor recoupment activity by payer and audit type, manage cash flow projections that account for pending recoupment offsets, and ensure appeal rights are exercised before recoupment deadlines to preserve the ability to challenge disputed findings.

A boolean indicator identifying that a healthcare claim has been selected for review by a CMS Recovery Audit Contractor, a private company contracted by CMS to identify and recover Medicare and Medicaid improper payments through retrospective claims review. RAC auditors review claims for incorrect payments resulting from non-covered services, incorrect coding, duplicate billing, and medically unnecessary services, retaining a contingency fee percentage of improper payments identified and recovered. Providers have the right to appeal RAC determinations through the Medicare claims appeals process with multiple administrative and judicial levels available. RAC audits focus on high-risk billing areas identified through data analysis and prior audit experience. Healthcare data teams maintain rac_audit_ind tracking systems that monitor audit request volumes by claim type, track appeal status and outcomes through the multi-level appeals process, calculate financial exposure from pending RAC determinations, and analyze RAC audit patterns to identify and remediate systemic billing issues before they generate additional audit activity.

The unique account identifier assigned to a specific provider-to-provider referral transaction, linking the referring clinician, receiving specialist, and associated patient encounter. Used in referral management systems and claims processing to track authorization status, care coordination activity, and specialist utilization across managed care and network programs.

The total expense attributed to provider-to-provider referral services, including specialist consultation fees, care coordination costs, and downstream specialty encounter expenditures generated by referral activity. Used in managed care and utilization management analytics to evaluate referral-driven spend patterns across specialties and member populations.

The unique account identifier assigned to a prescription refill transaction in pharmacy management systems, linking the dispensing event to the original prescription, prescriber, and member record. Used in pharmacy claims processing and medication adherence programs to track refill history, fill intervals, and dispensing patterns across benefit periods.

The total expense incurred for a prescription refill dispensing event, including drug ingredient cost, dispensing fees, and applicable copay or plan liability amounts. Used in pharmacy claims analytics and formulary management to track medication refill expenditures, assess adherence-related costs, and evaluate drug spending trends across therapeutic classes.

A document sent by a health insurance payer to a healthcare provider explaining how a claim was processed, including the amount paid, any adjustments applied, denial reasons for unpaid services, and member cost-sharing amounts. The HIPAA standard electronic remittance advice is the 835 transaction set which enables automated payment posting in provider billing systems. Remittance advice contains Claim Adjustment Reason Codes and Remittance Advice Remark Codes that explain payment decisions at the claim and service line level. Accurate and timely remittance advice processing is essential for revenue cycle efficiency — automated 835 posting eliminates manual payment entry, accelerates cash posting, and enables systematic denial tracking. Healthcare data teams build remittance processing pipelines that parse 835 transactions, map CARC and RARC codes to denial categories, automate payment posting, and generate denial work queues prioritized by recovery opportunity and payer appeal deadlines.

The unique account identifier assigned to a structured clinical or administrative report, such as a diagnostic summary, discharge report, or utilization review document, within a health information system. Used in clinical data management and compliance workflows to track report generation, distribution, and association with specific patient encounters or review cycles.

The total expense associated with generating, distributing, or storing a structured clinical or administrative report. Captures costs tied to report production workflows, including data extraction, formatting, and delivery across health information systems or analytics platforms.

The unique account identifier linked to a specific regulatory, clinical, or operational requirement within a healthcare system. Used to track compliance obligations, prior authorization mandates, or contractual requirements across payers, providers, and health plan administrative records.

The remaining financial obligation associated with a healthcare requirement, such as an unfulfilled prior authorization cost, compliance penalty, or contractual payment. Reflects the unpaid portion after any credits or payments have been applied to the total requirement amount.

The total dollar amount invoiced in connection with a healthcare requirement, such as a mandated service, compliance activity, or prior authorization process. Represents the gross charge submitted before adjustments, denials, or payments are applied in claims or billing systems.

The total expense incurred to fulfill a healthcare requirement, such as a mandatory screening, regulatory compliance activity, or contractually obligated service. Used in financial and operational reporting to track costs associated with meeting clinical or administrative mandates.

The rate or interval at which a mandated healthcare activity, such as a required screening, compliance check, or contracted service, must be performed. Used in care management and utilization tracking to ensure adherence to clinical guidelines, regulatory mandates, or health plan benefit requirements.

The unique account identifier associated with a diagnostic or laboratory test result in a healthcare system. Used to link test outcomes to the correct patient account, encounter, or billing record across laboratory information systems, EHR platforms, and claims data.

The total expense associated with producing, processing, or interpreting a diagnostic or laboratory test result. Includes costs related to specimen analysis, result reporting, and associated professional interpretation fees captured in laboratory billing or claims systems.

A four-digit code used on institutional (UB-04) claims submitted by hospitals and other facility providers to classify the type of service or accommodation provided during a patient encounter for reimbursement purposes. Revenue codes are maintained by the National Uniform Billing Committee and identify broad service categories such as room and board, operating room services, laboratory, radiology, pharmacy, physical therapy, and medical-surgical supplies. Revenue codes appear in Form Locator 42 of the UB-04 claim form and are required for all institutional claims submitted to Medicare, Medicaid, and commercial payers. Each revenue code is paired with HCPCS or CPT procedure codes to provide both the service category and the specific procedure performed. Healthcare data teams use rev_cd in claims analytics to segment revenue by service line, analyze department-level utilization patterns, and validate that revenue code and procedure code combinations comply with payer billing guidelines.

The complete administrative and clinical functions that contribute to the capture, management, and collection of patient service revenue in a healthcare organization. The revenue cycle begins when a patient schedules an appointment and ends when all payments for that encounter are collected in full. Key revenue cycle stages include patient registration and eligibility verification, charge capture, medical coding, claim submission, payment posting, denial management, and accounts receivable follow-up. Efficient revenue cycle management is critical to healthcare organization financial sustainability — even small improvements in clean claim rates or denial resolution can generate millions in recovered revenue annually. Healthcare data teams build revenue cycle analytics pipelines that track key performance indicators including days in accounts receivable, first-pass claim acceptance rates, denial rates by payer and reason code, and net collection rates to identify bottlenecks and measure revenue cycle performance improvements over time.