--- title: Forian Blog description: 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#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. [![Forian blog graphic with the headline "Introducing Forian Consumer Studio and Forian HCP Studio" and the subheader "Describe your audience in plain English, activate it in minutes," alongside an abstract blue network of connected nodes.](https://blog.forian.com/hubfs/A%26M%20Blog%201.png)](https://blog.forian.com/introducing-forian-consumer-studio-and-forian-hcp-studio) [Activation & Measurement](https://blog.forian.com/tag/activation-measurement) ## [Introducing Forian Consumer Studio and Forian HCP Studio](https://blog.forian.com/introducing-forian-consumer-studio-and-forian-hcp-studio) Sep 10, 2026, 3:15:00 PM Two self-service studios on the same claims foundation, so an audience takes minutes instead of week... [Read more](https://blog.forian.com/introducing-forian-consumer-studio-and-forian-hcp-studio) [![](https://blog.forian.com/hubfs/_7.14.26%20Kyber%20Blog%20Do%20Kybers%20ML%20Models%20Actually%20Add%20Value%20(Feature%20Image).png)](https://blog.forian.com/do-kybers-ml-models-actually-add-value) [Kyber Data Science](https://blog.forian.com/tag/kyber-data-science) ## [Do Kyber's ML Models Actually Add Value?](https://blog.forian.com/do-kybers-ml-models-actually-add-value) Jul 14, 2026, 5:19:41 PM A skeptic asked us to prove it. Here's what three years of data said. [Read more](https://blog.forian.com/do-kybers-ml-models-actually-add-value) [![](https://blog.forian.com/hubfs/Kybers%20Data%20Intelligence%20System%20Blog%20Featured%20Image.png)](https://blog.forian.com/kybers-data-intelligence-system-now-powered-by-new-expanded-dataset) [Kyber Data Science](https://blog.forian.com/tag/kyber-data-science) ## [Kyber’s Data Intelligence System Now Powered by New, Expanded Dataset](https://blog.forian.com/kybers-data-intelligence-system-now-powered-by-new-expanded-dataset) Jun 30, 2026, 11:36:06 AM The most actionable ML-ready dataset, now even bigger and more granular, for investors seeking alpha... [Read more](https://blog.forian.com/kybers-data-intelligence-system-now-powered-by-new-expanded-dataset) [![](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) [![](https://blog.forian.com/hubfs/4Q2025%20Healthcare%20Earnings%20Recap%20How%20Kyber%20Tracks%20Revenue%20Signals%20Early%2c%20with%20Low%20Predictive%20Error.png)](https://blog.forian.com/4q2025-healthcare-earnings-recap-how-kyber-tracks-revenue-signals-early-low-predictive-error) [Kyber Data Science](https://blog.forian.com/tag/kyber-data-science) ## [4Q2025 Healthcare Earnings Recap: How Kyber Tracks Revenue Signals Early, with Low Predictive Error](https://blog.forian.com/4q2025-healthcare-earnings-recap-how-kyber-tracks-revenue-signals-early-low-predictive-error) Apr 1, 2026, 4:09:16 PM For investors funding breakthrough healthcare innovations, every quarter behaves a little differentl... [Read more](https://blog.forian.com/4q2025-healthcare-earnings-recap-how-kyber-tracks-revenue-signals-early-low-predictive-error) [![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/Kyber%20Blog%20Cover%20Image%202%20(1).png)](https://blog.forian.com/from-paper-maps-to-gps-kyber-claims-data-reroutes-healthcare-investing) [Kyber Data Science](https://blog.forian.com/tag/kyber-data-science) ## [From Paper Maps to GPS: How Kyber's Claims Data Re-Routes Healthcare Investing](https://blog.forian.com/from-paper-maps-to-gps-kyber-claims-data-reroutes-healthcare-investing) Jan 29, 2026, 4:42:59 PM I love a good analogy, and I realized: forecasting revenue is a lot like being on time for a dinner ... [Read more](https://blog.forian.com/from-paper-maps-to-gps-kyber-claims-data-reroutes-healthcare-investing) [![](https://blog.forian.com/hubfs/Blog%20Cover%20Image%20Kyber%20Data%20Science.png)](https://blog.forian.com/one-year-later-reflecting-on-kyber-data-science-growth-in-the-forian-family) [Kyber Data Science](https://blog.forian.com/tag/kyber-data-science) ## [One Year Later: Reflecting on Kyber Data Science Growth in the Forian Family](https://blog.forian.com/one-year-later-reflecting-on-kyber-data-science-growth-in-the-forian-family) Jan 6, 2026, 11:30:00 AM A year ago, Kyber Data Science joined Forian with a clear purpose: accelerate investors’ race to ins... [Read more](https://blog.forian.com/one-year-later-reflecting-on-kyber-data-science-growth-in-the-forian-family) [![](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) [![A blog post cover image with the title 'The Impact of Wealth and Race on GLP-1 Outcomes in Diabetes and Weight Loss.' It includes the author's name, Michael Sicilia, RWE Data Scientist, and the logo of The Evidence Base.](https://blog.forian.com/hubfs/Evidence%20Base_Hybrid%20Claims%20Blog%20IMAGE.png)](https://blog.forian.com/unlocking-longitudinality-how-hybrid-claims-data-transforms-research) ## [Unlocking Longitudinality: How Hybrid Claims Data Transforms RWE/HEOR Studies](https://blog.forian.com/unlocking-longitudinality-how-hybrid-claims-data-transforms-research) Oct 21, 2025, 11:30:15 AM [Read more](https://blog.forian.com/unlocking-longitudinality-how-hybrid-claims-data-transforms-research) [![](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) [![Blog cover image visualizing hybrid data.](https://blog.forian.com/hubfs/Hybrid%20Data%20Blog%20Cover%20Image.png)](https://blog.forian.com/driving-healthcare-innovation-hybrid-data) [Data Compliance](https://blog.forian.com/tag/data-compliance), [Data](https://blog.forian.com/tag/data), [Hybrid Data](https://blog.forian.com/tag/hybrid-data) ## [Driving Healthcare Innovation Through Hybrid Data](https://blog.forian.com/driving-healthcare-innovation-hybrid-data) Mar 20, 2025, 2:36:25 PM As healthcare advances and transforms, data is the key to driving innovation, efficiency, and improv... [Read more](https://blog.forian.com/driving-healthcare-innovation-hybrid-data) [![Blog cover image for the SDoH post, representing social determinants of health with a photo of community gardening.](https://blog.forian.com/hubfs/SDoH%20Blog%20Cover%20Image.png)](https://blog.forian.com/sdoh-unlocking-comprehensive-healthcare-insights) [Data](https://blog.forian.com/tag/data), [SDoH](https://blog.forian.com/tag/sdoh), [Social Determinants of Health](https://blog.forian.com/tag/social-determinants-of-health) ## [Social Determinants of Health: Unlocking Comprehensive Healthcare Insights](https://blog.forian.com/sdoh-unlocking-comprehensive-healthcare-insights) Feb 27, 2025, 2:30:00 PM Healthcare organizations are increasingly recognizing that patient outcomes extend far beyond clinic... [Read more](https://blog.forian.com/sdoh-unlocking-comprehensive-healthcare-insights) [![Graphic featuring a blue padlock with digital circuitry, symbolizing data security. Text highlights the importance of compliance in healthcare analytics.](https://blog.forian.com/hubfs/Compliance%20Blog%20Image.png)](https://blog.forian.com/data-security-compliance-healthcare-analytics) [Data Compliance](https://blog.forian.com/tag/data-compliance), [Data](https://blog.forian.com/tag/data) ## [Ensuring Trust: The Role of Data Security and Compliance in Healthcare Analytics](https://blog.forian.com/data-security-compliance-healthcare-analytics) Jan 30, 2025, 1:22:11 PM Healthcare data and analytics are transformative in improving patient outcomes, operational efficien... [Read more](https://blog.forian.com/data-security-compliance-healthcare-analytics) [![A blog featured image for Opsis featuring healthcare professionals. It includes the tagline "Target With Precision" and describes Opsis as providing "Effortless targeting through a user-friendly interface." ](https://blog.forian.com/hubfs/Opsis%20blog%20image%20(1).png)](https://blog.forian.com/unlocking-targeted-insights-opsis) [Opsis](https://blog.forian.com/tag/opsis) ## [Unlocking Targeted Insights with Opsis](https://blog.forian.com/unlocking-targeted-insights-opsis) Oct 30, 2024, 1:08:00 PM Staying ahead of the curve is imperative in the fast-paced world of life sciences commercial strateg... [Read more](https://blog.forian.com/unlocking-targeted-insights-opsis) [![A blog post cover image with the title 'The Impact of Wealth and Race on GLP-1 Outcomes in Diabetes and Weight Loss.' It includes the author's name, Michael Sicilia, RWE Data Scientist, and the logo of The Evidence Base.](https://blog.forian.com/hubfs/GLP-1%20Blog%20Image.png)](https://blog.forian.com/wealth-race-impact-glp1-outcomes-diabetes-weight-loss) ## [The Impact of Wealth and Race on GLP-1 Outcomes in Diabetes and Weight Loss](https://blog.forian.com/wealth-race-impact-glp1-outcomes-diabetes-weight-loss) Oct 10, 2024, 3:25:29 PM [Read more](https://blog.forian.com/wealth-race-impact-glp1-outcomes-diabetes-weight-loss) [![](https://blog.forian.com/hubfs/Chartis%20blog%20image.png)](https://blog.forian.com/introducing-chartis-healthcare-affiliations-product) [Chartis](https://blog.forian.com/tag/chartis) ## [Introducing Chartis: Forian's Premier Healthcare Affiliations Product](https://blog.forian.com/introducing-chartis-healthcare-affiliations-product) Jul 26, 2024, 1:04:56 PM In the ever-evolving landscape of healthcare, where connections and collaborations define success, F... [Read more](https://blog.forian.com/introducing-chartis-healthcare-affiliations-product) ## 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/)