The FDA Sentinel Real World Evidence Data Enterprise (RWE ‐DE )
ABSTRACT
Purpose
The US Food and Drug Administration's Sentinel Innovation Center aimed to establish a query‐ready, quality‐checked distributed data network containing electronic health records (EHRs) linked with insurance claims data for at least 10 million individuals to expand the utility of real‐world data for regulatory decision‐making.
Methods
In this report, we describe the resulting network, the Real‐World Evidence Data Enterprise (RWE‐DE), including data from two commercial EHR‐claims linked assets collectively termed the Commercial Network covering 21 million lives, and four academic partner institutions collectively termed the Development Network covering 4.5 million lives.
Results
We discuss provenance and completeness of the data converted in the Sentinel Common Data Model (SCDM), describe patient populations, and report on EHR‐claims linkage characterization for all contributing data sources. Further, we introduce a standardized process to store free‐text notes in the Development Network for efficient retrieval as needed.
Conclusions
Finally, we outline typical use cases for the RWE‐DE where it can broaden the reach of the types of questions that can be addressed by the Sentinel system.
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- We do not take into account publications without a DOI.
- Statistics recalculated weekly.