Table 1.
Commonly used commercially available real-world data sources
| Data source | Type of data |
|---|---|
| Optum© de-identified EHR Dataset (PANTHER) | Integrated claims, EHR data |
| Optum© de-Identified Clinformatics® Data Mart | Claims, lab results, confinement data, provider data |
| IBM® MarketScan® Commercial Claims and Encounters (CCAE) | Commercial insurance claims |
| IBM® MarketScan® Multi-State Medicaid Database (MDCD) | Medicaid claims |
| IBM® MarketScan® Medicare Supplemental Database (MDCR) | Medicare claims |
| IQVIA® Longitudinal Patient-Level Prescriptions (LRx) and Medical Claims (Dx) | Pre-adjudicated claims |
| IQVIA® Hospital Charge Data Master (CDM) | Hospital charge data from short-term, acute care, and non-federal hospitals |
| IQVIA® Real World Data Adjudicated Claims US (formerly known as PharMetrics Plus) | Adjudicated claims |
| IQVIA® Oncology EMR | EMRs data from community-based, oncology practices |
| IQVIA® Ambulatory Electronical Medical Records (AEMR) | EMR data from over 70,000 physicians (50% primary care) |
| Quest Diagnostics | Lab data from over 2,200+ centers that perform 3,500 tests |
| Cerner® HealthFacts Data Warehouse | De-identified EHR data |