Related Experiment Video
Updated: Jun 13, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
US Food and Drug Administration's Advancing Real-World Evidence Program: Initial Experience
Kimberly A Smith1, Yin Huang2, Theresa Kehoe1
1Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA.
Real-world data (RWD) and real-world evidence (RWE) are increasingly used to support regulatory decisions. The US Food and Drug Administration (FDA) established the Advancing RWE Program to foster collaboration and build confidence in RWE approaches.
Area of Science:
- Regulatory Science
- Health Informatics
- Data Science
Background:
- Real-world data (RWD) availability and analysis have advanced significantly.
- Robust real-world evidence (RWE) can now be generated to support regulatory decision-making.
- Cross-discipline collaboration is crucial for maximizing RWE's potential in regulatory settings.
Purpose of the Study:
- To address the need for increased confidence in RWE-based regulatory approaches.
- To establish a new pathway for regulatory interactions concerning RWE.
- To foster expertise and collaboration in the use of RWE for regulatory purposes.
Main Methods:
- Leveraging advances in RWD availability and analytical methodologies.
- Implementing collaborative, cross-discipline approaches.
- Establishing the FDA's Advancing RWE Program for regulatory interactions.
Main Results:
- Increased generation of robust RWE.
- Enhanced confidence in RWE-based regulatory submissions.
- A new FDA program facilitating RWE discussions.
Conclusions:
- The Advancing RWE Program provides a vital platform for regulatory engagement on RWE.
- Cross-discipline collaboration is key to realizing the full potential of RWE in regulatory science.
- Continued development of RWE methodologies will further support regulatory decision-making.
Related Concept Videos
Clinical Trials
There are four phases in a clinical trial. A phase one...
Clinical Trials: Overview
Drug Regulation
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Preclinical Development: Overview
Drug Administration and Therapy Phases: Overview
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...

