Operations

Any information in a medical record that can be used to identify an individual and that was created, used, or disclosed in the course of providing a health care service.

A defined life circumstance such as marriage, birth, or loss of coverage that triggers a Special Enrollment Period in member enrollment and benefits administration systems. QLE data is captured in HR, payer, and exchange platforms to update eligibility records, adjust coverage dates, and ensure accurate premium billing.

A specialized healthcare IT platform managing radiology workflows including order scheduling, image tracking, reporting, and billing. RIS integrates with EHR, PACS, and claims systems to exchange HL7 messages, procedure codes, and diagnostic results, supporting radiology department operations and revenue cycle management.

A contractual payment remitted by a pharmaceutical manufacturer to a PBM or health plan based on negotiated drug utilization volumes. Rebate data flows through PBM adjudication and financial systems, impacting net drug cost calculations, formulary management, and plan-level reporting in healthcare analytics.

The HL7 Reference Information Model (RIM) is the foundational object model defining the structure and semantics of all HL7 v3 and CDA messages. Data engineers use RIM to map clinical concepts across EHR and health information exchange systems, ensuring interoperability in healthcare data integration projects.

Abbreviated ref_stnd, defines the benchmark or normative value against which clinical measurements, claims data, or coding practices are compared within healthcare data systems. Used in EHR analytics, quality measure reporting, and HEDIS calculations to establish thresholds for data validation and clinical outcome assessments.

The organizational function responsible for ensuring healthcare products, data practices, and systems comply with government regulations such as HIPAA, FDA, and CMS requirements. Data engineers interact with Regulatory Affairs when designing data governance frameworks, privacy controls, and audit trail capabilities in EHR and claims systems.

A Remittance Advice Remark Code (RARC) providing additional non-financial explanation for claim adjudication decisions on 835 transactions. Used in claims and EHR systems alongside Claim Adjustment Reason Codes (CARCs) to communicate payer decisions, enabling data engineers to build denial management and payment reconciliation pipelines.

The organizational function driving innovation in healthcare products, clinical protocols, and data systems. Data engineers supporting R&D environments manage clinical trial data pipelines, de-identification workflows under HIPAA Safe Harbor, and integration between EHR systems and research databases such as REDCap or clinical data warehouses.

Process in pharmacy and PBM systems where medications are returned from dispensing locations back through the supply chain for credit, disposal, or repackaging. Data engineers track reverse distribution records to reconcile inventory, process manufacturer credits, and ensure DEA compliance for controlled substances in pharmacy management systems.

The body temperature value for a physical patient space. Used in healthcare data management and clinical workflows. This field is commonly used in electronic health records (EHR), healthcare information systems (HIS), and clinical data warehouses for room management and reporting.

A structured problem-solving methodology used in healthcare data systems to identify underlying causes of data quality issues, claim denials, EHR discrepancies, or process failures. Data engineers apply RCA frameworks to trace ETL pipeline errors, payer rejection patterns, and member enrollment anomalies to their systemic origins.

A DEA drug classification for substances with high abuse potential and accepted medical use, such as opioids and stimulants. In pharmacy and PBM systems, Schedule II drugs require special handling rules, override logic, and audit trail fields distinct from other drug schedules.

DEA-classified drugs (e.g., oxycodone, fentanyl, Adderall) flagged in pharmacy, PBM, and EHR formulary datasets as CII. Data engineers use this flag to apply quantity limits, enforce refill restrictions, trigger prior authorization workflows, and support state PDMP reporting requirements.

A DEA drug classification for substances with moderate abuse potential, such as buprenorphine and anabolic steroids. Pharmacy and PBM systems use this schedule code to apply refill rules allowing up to five refills in six months, distinct from Schedule II restrictions in claims adjudication logic.

DEA-classified drugs (e.g., buprenorphine, ketamine combinations) flagged as CIII in pharmacy benefit and EHR systems. Data engineers use this classification to enforce refill limits, apply state-specific dispensing rules, and feed PDMP reporting pipelines with controlled substance transaction records.

A DEA drug classification for substances with lower abuse potential than Schedule III, including benzodiazepines and sleep aids. In PBM and pharmacy claims systems, Schedule IV drives specific refill authorization rules, quantity limit edits, and mandatory inclusion in state prescription drug monitoring program submissions.

DEA-classified drugs (e.g., alprazolam, zolpidem, tramadol) flagged as CIV in pharmacy and PBM platforms. Data engineers reference this field to enforce formulary restrictions, apply utilization management edits, and route transactions to state PDMP reporting systems with required dispenser and patient identifiers.

A DEA drug classification for substances with the lowest abuse potential among controlled substances, including cough preparations with small amounts of codeine. Pharmacy and PBM systems use this schedule to apply the most permissive controlled substance dispensing rules while still requiring PDMP transaction reporting.

DEA-classified drugs (e.g., pregabalin, low-dose codeine syrups) flagged as CV in pharmacy claims and EHR systems. Data engineers use this classification in formulary logic, quantity limit configurations, and state PDMP feed construction, where CV substances may have OTC dispensing rules varying by state jurisdiction.