Real world data

Demand for data

The demand for clinical data is accelerating and feeding the advancements we are experiencing across our entire health care ecosystem, from precision medicine to population health.

Next-generation evidence

Access to high-quality, complex-structured data that powers next-generation evidence is increasingly at a premium and powering both clinical innovation and commercial success.

However, so much of the valuable information that these next-generation innovations require are trapped as unstructured data in clinical notes and distributed across many sources and systems.

As an industry, we are moving beyond the perimeter of claims and standard clinical data.

Our real world data expertise


Q-Centrix partners with hospitals on their specific clinical data research initiatives.

Real World Data

Q-Centrix partners with members of the medical community on stages of clinical trial research.

Clinical expertise & contextualization

Organizing and curating these data into medically readable and computable formats remains a challenge. Despite much recent progress, artificial intelligence and natural language processing continue to come up short. They have proven largely incapable of the contextualization and interpretation required to satisfy increasingly complex evidence questions. Trained clinicians, skilled in quality information, are necessary to unlock this value.

Elevating real-world data with forensic analysis
Case study

Elevating real-world data with forensic analysis

RWD often varies in format and includes gaps or missing data, inconsistencies, and biases, making careful management and attention to quality imperative. Optimal quality review is essential to ensure data integrity and uphold credibility.

Use Cases for Hospital-Derived RWE in Clinical Research:

  • Reducing the time, cost, and burden of clinical trials
  • Addressing comparative effectiveness
  • Assessing health care utilization
  • Understanding real-world outcomes
  • Refining precision medicine
  • Responding to urgent need
Download this Case Study

How we work

Our scale and expertise curate meaningful, high-fidelity, complete, and secure clinical data.

Data is extracted or input into the EMR
Data populates within the software
Experts analyze the data for accuracy
Teams analyze the reporting for process improvement

Q-Centrix experts

Eric Crites

Vice President, Enterprise Services

Victor Wang

Senior Vice President, Real World Data