real world evidence

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Reinventing the value equation

April 27, 2020
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing Drug pricing, feature, real world data, real world evidence, real-world data, real-world evidence

There is a duty to ensure access to innovative treatments for patients with unmet need, but a health service gatekeeper …

Feature

Protecting public health: Is real-world evidence the key?

April 8, 2019
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing feature, pharma, real world data, real world evidence, real-world data, real-world evidence

In often tough regulatory climates and with threats to public health are growing in sceptical corners of society, the need …

Feature

FDA turns to real-world evidence to improve regulatory process

September 5, 2018
Medical Communications, Research and Development, Sales and Marketing FDA, pharma, real world data, real world evidence, real-world data, real-world evidence

The FDA has announced its intention to incorporate real-world data elements to a greater degree into its regulatory decision-making framework …

News

Uncovering trends in the future of real world data

March 5, 2018
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing Amgen, AstraZeneca, feature, pharma, real world data, real world evidence

A new report has canvassed the intentions of industry players in the use of real world data and evidence over …

Feature

Riding the wave: The FDA and real world evidence

January 18, 2018
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing biotech, drugs, pharma, pharmaceutical, real world evidence

Following on from this week’s earlier piece on real world evidence, Jacqueline Corrigan-Curay, Director of CDER’s Office of Medical Policy at the FDA, …

Feature