O4 Hubs detail
O4 Detail Hero Banner

Generate Evidence with Real-World Data

Derive evidence from the unmatched depth and scale of our data assets.

O4 1 Column (Full)
O4 Text Component

Solve your real-world data needs

Our real-world data addresses the data and analytical needs of various life sciences teams. These teams include commercial, health economics and outcomes research (HEOR), research and development, and epidemiology.

O4 50-50 Content Block

Want to maximize the return on your real-world data investments?

This e-book will prepare you for the conversations you’ll want to have as you set a more coordinated and connected real-world data strategy—read it today.

O4 50-50 Content Block

Are you harnessing integrated RWD to help accelerate innovation?

Learn how to maximize the value of clinical innovations by using robust integrated cost and clinical data.

O4 Simple Cards

Explore our solutions

O4 Simple Card

Optum Claims Data

Enhance your marketplace analysis.

O4 Simple Card

Optum EHR Data

See the bigger picture of patient health care journeys.

O4 Simple Card

Optum Market Clarity Data

Uncover hidden intelligence.

O4 Simple Card

Optum Clinicogenomics Data

Better understand diseases and drug development opportunities.

Resource library

O4 Complex Card

Assess drug performance with the power of integrated data

Inform research and commercial strategy with data insights.
O4 Complex Card

Is Your Real-World Data Research Ready?

Real-world data can help evaluate the effectiveness of medications and therapies, which is why evaluation should be part of the investment.
O4 Complex Card

New Data Dimensions In Life Sciences Research

Expanded research methods can address cost at the root level.
O4 Complex Card

6 guiding steps for selecting a fit-for-purpose data set

Using RWD that are not fit for purpose can waste time and money. Review 6 simple steps to guide your research towards the right data.
O4 Simple Cards

Complementary solutions

O4 Simple Card

Strengthen your value story with HEOR

Tap into our expertise in health economics and outcomes research.
O4 Simple Card

Partner with Our Epidemiology Consultants

Advance public health and safety with our trusted experts and data.
O4 Simple Card

Design, Pilot and Scale Engagement Programs

Take advantage of our connections to all parts of the health system.