real world data

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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

The April 2020 issue of Pharmafocus is available to read free online now!

April 1, 2020
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing COVID-19, UK, US, coronavirus, generic medicines, pharma, rare disease, real world data, real-world data

The latest monthly edition of Pharmafocus, the April 2020 issue, is available to read for free online now! There’s one …

News

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

x_ray_health_arm_doctors_medicine_bone_hospital_medical_insurance-480473

Osteoporisis risk in over half of European women over 70, three-quarters not treated, Amgen study finds

April 8, 2019
Research and Development, Sales and Marketing Amgen, Europe, UK, bones, osteoporosis, pharma, real world data, real-world data

A new study from Amgen analysing real-world data has revealed that more than half of European women over 70 years …

News

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

Pharmafocus March 2018 is available to read online now!

February 28, 2018
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing Pharmafocus, brexit, drug safety, pharma, real world data

Though never truly out of vogue, the drug pricing debate has flared up again with the White House’s release of …

News

Revealing the missing evidence: Randomised real-life studies in basal insulin therapy

July 10, 2017
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing Sanofi, diabetes, real world data

Sanofi’s Riccardo Perfetti, Head of Global Diabetes, and Jukka Westerbacka, Medical Director, Global Medical Affairs, discuss how the significance of …

Feature

Real-world data: High on the life science agenda

May 3, 2017
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing real world data, real-world data

John Wise of The Pistoia Alliance discusses the necessity of real-world data for a prosperous future for the life sciences …

Feature

Are we prepared for the ‘real world’?

March 2, 2017
Business Services, Manufacturing and Production, Medical Communications, Research and Development, Sales and Marketing opinion, real world data, recruitment

Dr Dilruwan Chaminda Herath, Medical Director for Chiesi Group, discusses whether the lack of impetus to push for recruitment of …

Feature