--- title: Forian Blog | RWD description: RWD | Discover the latest insights, trends, and innovations in healthcare data analytics with Forian's blog. Explore expert articles on data integration, real-world evidence, and industry advancements to stay informed and ahead in the healthcare landscape. --- [Skip to content](https://blog.forian.com/tag/rwd#main-content) [![Forian logo](https://blog.forian.com/hs-fs/hubfs/Forian%20Logo-2.png?width=5522&height=1218&name=Forian%20Logo-2.png)](https://www.forian.com) Open main navigation Close main navigation - [Contact us](https://forian.com/contact-us/) [Contact us](https://forian.com/contact-us/) # Welcome to the # Forian Insights Blog At Forian, we are dedicated to transforming data into actionable insights that drive success in the healthcare industry. Our blog is your go-to resource for the latest trends, innovations, and thought leadership in healthcare data analytics, provider profiling, and more. [![](https://blog.forian.com/hubfs/Blog%20Post%20Feature%20Image%20Power%20of%20Hybrid%20Claims%20Data%20(Mike%20Sicilia).png)](https://blog.forian.com/same-closed-claims-more-complete-picture-the-power-of-hybrid-claims-data) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [Same Closed Claims, More Complete Picture: The Power of Hybrid Claims Data](https://blog.forian.com/same-closed-claims-more-complete-picture-the-power-of-hybrid-claims-data) Jun 30, 2026, 11:00:02 AM It is well established across HEOR, RWE, and Commercial Analytics that closed claims provide a compl... [Read more](https://blog.forian.com/same-closed-claims-more-complete-picture-the-power-of-hybrid-claims-data) [![](https://blog.forian.com/hubfs/Evidence%20Base_PBTP%202026%20Blog%20Image.png)](https://blog.forian.com/understanding-heart-failure-progression-new-insights-from-machine-learning-applied-to-high-risk-patients) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [Understanding Heart Failure Progression: New Insights From Machine Learning Applied to High-Risk Patients](https://blog.forian.com/understanding-heart-failure-progression-new-insights-from-machine-learning-applied-to-high-risk-patients) May 28, 2026, 12:30:00 PM At ISPOR 2026, Forian presented new findings exploring why some patients identified as high risk for... [Read more](https://blog.forian.com/understanding-heart-failure-progression-new-insights-from-machine-learning-applied-to-high-risk-patients) [![Forian blog feature image: "Beyond Enrollment: What Closed Claims Miss and Hybrid Reveals." Graphic shows a network of patient data nodes and the case for hybrid claims data measured on the same patients.](https://blog.forian.com/hubfs/Copy%20of%20CIDP%20Hybrid%20Data%20Blog.png)](https://blog.forian.com/beyond-enrollment-what-closed-claims-miss-and-hybrid-reveals) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe), [Rare Diseases](https://blog.forian.com/tag/rare-diseases) ## [Beyond Enrollment: What Closed Claims Miss and Hybrid Reveals](https://blog.forian.com/beyond-enrollment-what-closed-claims-miss-and-hybrid-reveals) May 7, 2026, 1:34:01 PM Closed claims are the workhorse for serious HEOR work, and for good reason. Enrollment continuity is... [Read more](https://blog.forian.com/beyond-enrollment-what-closed-claims-miss-and-hybrid-reveals) [![Hand using a stylus on a digital tablet displaying a graph, alongside the title “Reconstructing the CIDP Patient Journey: What Hybrid Claims Reveal” and a subtitle about uncovering hidden patients with hybrid claims data.](https://blog.forian.com/hubfs/CIDP%20Hybrid%20Data%20Blog.png)](https://blog.forian.com/reconstructing-cidp-patient-journey-hybrid-claims-data) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe), [Rare Diseases](https://blog.forian.com/tag/rare-diseases) ## [Reconstructing the CIDP Patient Journey: What Hybrid Claims Reveal](https://blog.forian.com/reconstructing-cidp-patient-journey-hybrid-claims-data) Apr 20, 2026, 4:42:08 PM Chronic Inflammatory Demyelinating Polyradiculoneuropathy (CIDP) is not an easy disease to study. It... [Read more](https://blog.forian.com/reconstructing-cidp-patient-journey-hybrid-claims-data) [![Blog header image with a microscopic cell graphic. Title: Why Hybrid Claims are a Game Changer for Rare Disease Research. Includes a 'Learn More' button and Forian branding](https://blog.forian.com/hubfs/Hybrid%20Data%20Rare%20Disease%20Blog%20%20(1).png)](https://blog.forian.com/hybrid-claims-game-changer-rare-disease-research) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe), [Rare Diseases](https://blog.forian.com/tag/rare-diseases) ## [Why Hybrid Claims are a Game Changer for Rare Disease Research](https://blog.forian.com/hybrid-claims-game-changer-rare-disease-research) Mar 5, 2026, 11:06:51 AM Administrative insurance claims are the backbone of real-world evidence (RWE). However, for those of... [Read more](https://blog.forian.com/hybrid-claims-game-changer-rare-disease-research) [![](https://blog.forian.com/hubfs/Blog%20Cover%20Image%20Hybrid%20Claims%20Data%20The%20Essential%20Strategy%20for%20Enhanced%20RWE%20and%20HEOR%20Studies%20(2).png)](https://blog.forian.com/hybrid-claims-data-essential-strategy-rwe-heor-studies) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [Hybrid Claims Data: The Essential Strategy for Enhanced RWE and HEOR Studies](https://blog.forian.com/hybrid-claims-data-essential-strategy-rwe-heor-studies) Oct 30, 2025, 12:30:32 PM In the pursuit of robust Real-World Evidence (RWE) and impactful Outcomes Research (HEOR), one eleme... [Read more](https://blog.forian.com/hybrid-claims-data-essential-strategy-rwe-heor-studies) [![](https://blog.forian.com/hubfs/Blog%20Cover%20Image%20Key%20Trends%20Shaping%20Life%20Sciences%20%26%20RWD%20in%202025.png)](https://blog.forian.com/key-trends-shaping-life-sciences-rwd-in-2025) [Data](https://blog.forian.com/tag/data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [Riding the Wave: Key Trends Shaping Life Sciences and Real-World Data in 2025](https://blog.forian.com/key-trends-shaping-life-sciences-rwd-in-2025) Aug 28, 2025, 2:03:28 PM Several impactful trends are reshaping how therapies are discovered, developed, and delivered to pat... [Read more](https://blog.forian.com/key-trends-shaping-life-sciences-rwd-in-2025) [![Business professionals shaking hands and smiling, with text that reads 'Choosing the Right Claims Data Partner: A 4-Point Checklist. How to find reliable real-world data from a partner you can trust.](https://blog.forian.com/hubfs/Blog%20Cover%20Image%20Choosing%20the%20Right%20Claims%20Data%20Partner.png)](https://blog.forian.com/choosing-the-right-claims-data-partner) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [Choosing the Right Claims Data Partner: A 4-Point Checklist](https://blog.forian.com/choosing-the-right-claims-data-partner) Jul 31, 2025, 3:18:14 PM Ask anyone in the healthcare data space: not all claims data is created equal. Consolidation, networ... [Read more](https://blog.forian.com/choosing-the-right-claims-data-partner) [![](https://blog.forian.com/hubfs/ISPOR%20Blog%20Cover%20Image.png)](https://blog.forian.com/ispor-2025-turning-real-world-evidence-into-real-world-impact) [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [ISPOR 2025: Turning Real-World Evidence into Real-World Impact](https://blog.forian.com/ispor-2025-turning-real-world-evidence-into-real-world-impact) May 28, 2025, 3:06:10 PM The annual ISPOR 2025 conference in Montréal brought together a global community of HEOR and RWE exp... [Read more](https://blog.forian.com/ispor-2025-turning-real-world-evidence-into-real-world-impact) [![Blog cover image titled "A Beginner's Guide to Real-World Data" featuring a digital globe with binary code overlay and the subtitle "Discover how claims fuel healthcare insights."](https://blog.forian.com/hubfs/RWD%20Blog%20Cover%20Image.png)](https://blog.forian.com/beginner-guide-real-world-data) [Data](https://blog.forian.com/tag/data), [RWD](https://blog.forian.com/tag/rwd), [RWE](https://blog.forian.com/tag/rwe) ## [A Beginner's Guide To Real-World Data: How Claims Fuel Healthcare Insights](https://blog.forian.com/beginner-guide-real-world-data) May 1, 2025, 11:24:21 AM Real-world data (RWD), especially healthcare claims data, has become essential for understanding how... [Read more](https://blog.forian.com/beginner-guide-real-world-data) ## Discover Forian's Innovative Solutions Transform the way you leverage data with Forian's state-of-the-art solutions designed to meet the dynamic needs of the healthcare industry. Our suite of products empowers you with unparalleled insights, enabling you to make informed decisions that drive success. [Learn more](https://forian.com/solutions/)