Real-World Evidence Services

Veradigm Real-World Evidence (RWE) Services provides data and platform-enabled research services for life sciences organizations seeking to generate insights from real-world data (RWD). The offering supports the full spectrum of RWE generation, drawing on data from the Veradigm Network — including electronic health records (EHR), claims, and registries — as well as third-party data sources brought by clients.

The Veradigm RWE team is composed of researchers from diverse scientific backgrounds who work alongside clients or independently on their behalf, covering the full research lifecycle from initial study concept through final reporting and publication. The team's published work spans drug safety and effectiveness studies, health economic evaluations, and disease trend analyses.

Veradigm Network EHR Data

• Access to a broad and diverse patient population
• High-quality, current data intended to reduce time spent on data management
• Support for both Veradigm-sourced data and client-provided third-party datasets

Retrospective Study Capabilities

• Custom Dashboards: Web-based access to Veradigm Real-World Data designed for both non-programmers and data scientists
• Bespoke Linkages: Data utility extension through niche data linkages using established tokenization approaches
• Physician Notes Analysis: Deeper clinical insights derived from physician notes and patient charts via natural language processing (NLP) or chart reviews
• Bring Your Own Data: Support for clients looking to extend the value of existing data licenses with assistance from Veradigm's team

Prospective Study Capabilities

• Safety and Pharmacovigilance (PV) Analyses: Use of EHR infrastructure to bring pharmacovigilance to the point of care, including safety event notifications and HCP interactions to support event reporting
• Custom Clinical Registries: Registry and EHR data used to meet regulatory requirements for safety monitoring and real-world data collection
• Clinical Trial Support: Site identification, matchmaking, trial advertising, and patient recruitment executed within EHR and clinical registry patient populations, including collaboration with Contract Research Organizations (CROs)
• Clinical Measure Enhancement: Capture of deeper clinical detail within existing EHR workflows, including patient-reported outcomes (PROs) and patient surveys

Research Workflow and Collaboration

1. Initial data consultation to define research questions and study design
2. Data analysis conducted by the RWE team, either collaboratively or independently on the client's behalf
3. Advanced RWE analytics applied across retrospective or prospective study types
4. Final reporting and, where applicable, support through publication and presentation

Veradigm's RWE services cover both low-intervention observational studies and more complex prospective trials, with end-to-end study management available. The platform supports integration with third-party data sources and is applicable across a range of regulatory and research contexts, including safety monitoring and pharmacovigilance requirements.