Historical data are underutilized.

We propose that historical data can be aggregated to improve the evaluation of new medicinal products.

We describe the development and application of the eControls database, which is derived from the control arms of studies of licensed products.

We discuss the challenges and potential solutions to the proper application of historical data to help interpret product safety.