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Updated: Dec 25, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Generating comparative evidence on new drugs and devices before approval
Huseyin Naci1, Maximilian Salcher-Konrad1, Aaron S Kesselheim2
1Department of Health Policy, London School of Economics and Political Science, London, UK.
Regulatory approval often lacks comparative data for new drugs and devices. We propose five principles for agencies and payers to incentivize evidence generation for better patient and clinical decision-making.
Area of Science:
- Health economics
- Pharmaceutical policy
- Medical device regulation
Background:
- Limited comparative data exists for new drugs and medical devices at the time of regulatory approval in Europe and the USA.
- Existing active-comparator trials may not yield clinically or policy-relevant data.
- Expedited approval pathways in Europe and the USA can further reduce evidence generation.
Purpose of the Study:
- To propose five key principles for regulatory agencies and payers to incentivize pharmaceutical and device companies to generate robust comparative data.
- To ensure the timely availability of evidence that supports informed decision-making for patients, clinicians, and payers.
- To address the paucity of comparative evidence for both drugs and medical devices.
Main Methods:
- Proposing five key principles for regulatory bodies (e.g., European Medicines Agency, US Food and Drug Administration) and payers.
- Recommending enhanced labeling to inform about comparative data availability.
- Suggesting more selective use of expedited approval programs with incomplete data.
- Advocating for increased use of randomized trials with active comparators and network meta-analyses.
- Proposing payer-led incentives through pricing and payment decisions based on proven added benefit.
Main Results:
- The proposed principles aim to create incentives for generating comparative data on drugs and devices.
- Implementation could lead to more meaningful evidence for clinical practice and health policy.
- Ensures timely availability of useful comparative evidence for decision-making.
Conclusions:
- A multi-faceted approach involving regulators, payers, and clear labeling is crucial for improving comparative evidence generation.
- Regulatory agencies should be more judicious with expedited approvals and promote robust trial designs.
- Payers have a significant role in incentivizing evidence generation through economic policies.
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