Structured vs Unstructured Healthcare Data: A Researcher's Guide
Structured EHR fields and clinical notes hold different information. Here's what each gives a research team and how to choose.
BLOGS
Claims data vs EHR data: which one fits your research question?
Claims data shows what was billed. EHR data shows what happened in the exam room. Here is how to pick the right real-world data source for your study.
Sidus Insights
Oct 5, 2026
How to Evaluate a Real-World Data Vendor: An 11-Point Checklist
Discover how to evaluate real-world data vendors with this 11-point checklist, ensuring the data meets your research needs and quality standards.
Sidus Insights
Sep 1, 2026
What Makes Real-World Data Research-Ready? A Plain-Language Guide
Discover what makes real-world data research-ready, ensuring reliable insights for healthcare studies and informed decision-making in biopharma and...
Sidus Insights
Sep 1, 2026
What Is Real-World Evidence (RWE)? A Plain-Language Guide
Understand real-world evidence (RWE), how it differs from real-world data and clinical trials, and why it matters in healthcare research.
Sidus Insights
Sep 1, 2026
How Medical Schools Are Using Real-World Data to Train Future Physicians
Real-world data is changing medical education. See how U.S. medical schools use EHR and ambulatory data to train more clinical-ready physicians.
Sidus Insights
Jun 26, 2026
How Ambulatory EHR Data Is Changing Clinical Research
Ambulatory EHR data is reshaping clinical research. Learn how real-world outpatient data is accelerating studies, expanding patient diversity, and...
Sidus Insights
Jun 26, 2026
What Is a Research Ready Provider Network and Why Does It Matter for Clinical Trials?
Learn how a research ready provider network speeds up clinical trials by connecting sponsors with the right patients and providers faster.
Sidus Insights
May 6, 2026
RWD vs. RWE: What’s the Difference and Why It Matters
RWD vs. RWE explained: understand the key differences, how real-world data becomes evidence, and why it matters for healthcare decisions and outcomes.
Sidus Insights
Apr 16, 2026
How Structured Healthcare Datasets Accelerate Clinical Trial Success
Dive into healthcare datasets: their importance, applications, and best practices for effective data analysis.
Sidus Insights
Mar 10, 2026