--- title: HealthVerity Blog | Case Studies description: Case Studies | Read the latest insights and research from the HealthVerity team. image: https://blog.healthverity.com/hubfs/healthverity-blog.png --- Announcing HealthVerity Precision Event Alerts, a next-generation physician alerting solution. 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How We Help - Symphony - Who We Serve - Resources - [Careers](https://healthverity.com/careers/) - [About Us](https://healthverity.com/about-us/) [Request Demo](https://healthverity.com/request-demo/) Featured Content ###### HealthVerity MarketplaceTM The nation’s largest healthcare and consumer data ecosystem ###### taXonomy Pathways Unique features per therapeutic area with claims, labs and EHR including notes ###### HealthVerity eXOs AI-native real-world evidence generation ###### Identity Manager (HVID) Standalone de-identification as a service Data Ecosystem HealthVerity MarketplaceTM HealthVerity TaxonomySM HealthVerity Notes Precision Event Alerts HealthVerity Mastersets Media Measurement Syndicated Audiences Insurance Underwriting Technology Products Identity Manager (HVID) HealthVerity for Clinical Trial Linkage HealthVerity for Commercial Smart Contracts HealthVerity for Registries Symphony Health Platform ###### Symphony Health Overview Seamless Data. Stronger Insights. Smarter Decisions. ###### Integrated Dataverse Integrated Dataverse (IDV®) is de-identified claims data platform that combines medical, hospital, prescription, and demographic data into a single unifed view. ###### Symphony HealthCloud Securely store, integrate, access, and analyze virtually unlimited volumes of data with Symphony HealthCloud. Symphony Solutions Health technology and business intelligence solutions Integrated Dataverse and Source Solutions Brand strategy and sales HealthRankings Market access Patient Journey Medicines affordability Symphony Products PayerSource® PrescriberSource® PatientSource® PatientSourceCompleteTM PatientSourceDUOTM Symphony FLEXTM CustomerSource® DiagnosticSource® NonRetailSource® Symphony Technology Symphony HealthCloud Synoma Data Integration Vantage Applications Metys ###### Life Sciences Technology solutions from development through commercialization ###### Channel Partners HealthVerity enables partners to unlock unprecedented value and insights for clients ###### Government Comprehensive and compliant solutions to manage the nation’s care ###### Data Ecosystem Partners Join the nation’s largest data partner ecosystem ###### Insurance Insurance-grade solutions that excel in managing risk and rebates ###### HealthVerity Blog Insights and updates from industry experts ###### Publications Peer-reviewed research and discoveries ###### News & Events Stay informed about our latest announcements and happenings ###### The IPGE Approach Fundamentals that power everything that we do and every solution we offer ###### Resource Library Explore guides, webinars, and tools to enhance your understanding ###### Zombie Data Explained Learn how data quality drives better research outcomes # HealthVerity Blog [know more](https://www.hubspot.com/) - Read the latest insights from the HealthVerity team. ##### Topic # Case Studies [![Why diagnosis codes alone fall short for long COVID surveillance](https://blog.healthverity.com/hubfs/how-unstructured-notes-expanded-long-covid-featured.png)](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Notes](https://blog.healthverity.com/tag/notes) ###### [Why diagnosis codes alone fall short for long COVID surveillance](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) By [HealthVerity](https://blog.healthverity.com/author/healthverity) March 19, 2026 When our client, a global pharmaceutical company, set out to better understand long COVID pathways,... [Read More](https://blog.healthverity.com/why-diagnosis-codes-alone-fall-short-for-long-covid-surveillance) [![HPV vaccination trends from 2016 to 2025: Progress and missed opportunities](https://blog.healthverity.com/hubfs/hpv-vaccination-trends-featured-1.png)](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [Trends & Insights](https://blog.healthverity.com/tag/trends-insights) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [HPV vaccination trends from 2016 to 2025: Progress and missed opportunities](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) By [Alexandra Miller, MPH](https://blog.healthverity.com/author/alexandra-miller-mph) March 4, 2026 by: Alexandra Miller, MPH Human papillomavirus (HPV) is one of the most common sexually... [Read More](https://blog.healthverity.com/hpv-vaccination-trends-from-2016-to-2025) [![Trusted by the NSF: How HealthVerity set the standard for secure data linkage](https://blog.healthverity.com/hubfs/trusted-by-the-nsf-mathematica-featured.png)](https://blog.healthverity.com/trusted-by-the-nsf-how-healthverity-set-the-standard-for-secure-data-linkage) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Government](https://blog.healthverity.com/tag/government) ###### [Trusted by the NSF: How HealthVerity set the standard for secure data linkage](https://blog.healthverity.com/trusted-by-the-nsf-how-healthverity-set-the-standard-for-secure-data-linkage) By [Laura Budurlean, PhD, Content Marketing Manager](https://blog.healthverity.com/author/laura-budurlean) October 30, 2025 When two federal agencies, the National Center for Science and Engineering Statistics (NCSES) and... [Read More](https://blog.healthverity.com/trusted-by-the-nsf-how-healthverity-set-the-standard-for-secure-data-linkage) [![Real-world evidence on cenobamate monotherapy in epilepsy](https://blog.healthverity.com/hubfs/Real-world-evidence-on-cenobamate-monotherapy-in-epilepsy-featured.png)](https://blog.healthverity.com/real-world-evidence-on-cenobamate-monotherapy-in-epilepsy) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [Real-world evidence on cenobamate monotherapy in epilepsy](https://blog.healthverity.com/real-world-evidence-on-cenobamate-monotherapy-in-epilepsy) By [HealthVerity](https://blog.healthverity.com/author/healthverity) September 22, 2025 Why real-world data matters in epilepsy research Epilepsy affects millions of adults in the United... [Read More](https://blog.healthverity.com/real-world-evidence-on-cenobamate-monotherapy-in-epilepsy) [![Disparities in OUD treatment: Buprenorphine vs. naltrexone](https://blog.healthverity.com/hubfs/oud%E2%80%94treatment-blog-featured.png)](https://blog.healthverity.com/disparities-in-opioid-use-disorder-oud-treatment-buprenorphine-vs.-naltrexone) [HEOR](https://blog.healthverity.com/tag/heor) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [Disparities in OUD treatment: Buprenorphine vs. naltrexone](https://blog.healthverity.com/disparities-in-opioid-use-disorder-oud-treatment-buprenorphine-vs.-naltrexone) By [HealthVerity](https://blog.healthverity.com/author/healthverity) August 19, 2025 Understanding disparities in opioid use disorder (OUD) treatment Pharmaceutical companies committed... [Read More](https://blog.healthverity.com/disparities-in-opioid-use-disorder-oud-treatment-buprenorphine-vs.-naltrexone) [![Gilead uses HealthVerity data to find liver-protective treatment](https://blog.healthverity.com/hubfs/gilead-sciences-blog-featured-1.png)](https://blog.healthverity.com/gilead-study-uses-healthverity-data-to-find-treatment-that-protects-against-liver-disease) [HEOR](https://blog.healthverity.com/tag/heor) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [Gilead uses HealthVerity data to find liver-protective treatment](https://blog.healthverity.com/gilead-study-uses-healthverity-data-to-find-treatment-that-protects-against-liver-disease) By [HealthVerity](https://blog.healthverity.com/author/healthverity) August 5, 2025 Antiretroviral therapy (ART) has transformed outcomes for people living with HIV, especially those... [Read More](https://blog.healthverity.com/gilead-study-uses-healthverity-data-to-find-treatment-that-protects-against-liver-disease) [![Who's missing out? The truth behind food allergy treatment approvals](https://blog.healthverity.com/hubfs/the-truth-behind-food-allergy-blog.png)](https://blog.healthverity.com/whos-missing-out-the-truth-behind-food-allergy-treatment-approvals) [Commercial Pharmaceutical](https://blog.healthverity.com/tag/commercial-pharmaceutical) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [Who's missing out? The truth behind food allergy treatment approvals](https://blog.healthverity.com/whos-missing-out-the-truth-behind-food-allergy-treatment-approvals) By [HealthVerity](https://blog.healthverity.com/author/healthverity) July 29, 2025 Mapping food allergy care with omalizumab and real-world data IgE-mediated food allergies (FAs)... [Read More](https://blog.healthverity.com/whos-missing-out-the-truth-behind-food-allergy-treatment-approvals) [![J&J's real-world bladder cancer study started in HealthVerity Marketplace](https://blog.healthverity.com/hubfs/jandj-bladder-cancer-study-featured-alt.png)](https://blog.healthverity.com/johnson-johnson-real-world-study-using-healthverity-marketplace) [Commercial Pharmaceutical](https://blog.healthverity.com/tag/commercial-pharmaceutical) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [J&J's real-world bladder cancer study started in HealthVerity Marketplace](https://blog.healthverity.com/johnson-johnson-real-world-study-using-healthverity-marketplace) By [HealthVerity](https://blog.healthverity.com/author/healthverity) July 22, 2025 High-risk NMIBC: Disease overview and treatment approach Johnson & Johnson quickly identified and... [Read More](https://blog.healthverity.com/johnson-johnson-real-world-study-using-healthverity-marketplace) [![How government agencies use HealthVerity for public health and AI-powered research](https://blog.healthverity.com/hubfs/ask-an-expert-blog-featured-alt-5.png)](https://blog.healthverity.com/how-government-agencies-use-healthverity-for-public-health-and-ai-powered-research) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [HEOR](https://blog.healthverity.com/tag/heor) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Government](https://blog.healthverity.com/tag/government) ###### [How government agencies use HealthVerity for public health and AI-powered research](https://blog.healthverity.com/how-government-agencies-use-healthverity-for-public-health-and-ai-powered-research) By [Tracy Hammonds, PhD, Director of Real-World Data Insights](https://blog.healthverity.com/author/tracy-hammonds-phd-director-of-real-world-data-insights) July 17, 2025 Government health agencies are increasingly turning to real-world data (RWD) for public health... [Read More](https://blog.healthverity.com/how-government-agencies-use-healthverity-for-public-health-and-ai-powered-research) [![HealthVerity real-world data supports CDC study on HIV PrEP surveillance](https://blog.healthverity.com/hubfs/cdc-hiv-featured.png)](https://blog.healthverity.com/healthverity-real-world-data-supports-cdc-study-on-hiv-prep-surveillance) [HEOR](https://blog.healthverity.com/tag/heor) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Government](https://blog.healthverity.com/tag/government) ###### [HealthVerity real-world data supports CDC study on HIV PrEP surveillance](https://blog.healthverity.com/healthverity-real-world-data-supports-cdc-study-on-hiv-prep-surveillance) By [HealthVerity](https://blog.healthverity.com/author/healthverity) July 1, 2025 A new peer-reviewed study from the Centers for Disease Control and Prevention (CDC) highlights the... 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They have blind spots such as patients who drop out of view, therapies that never appear in the claims they license, and clinical context that never makes it into a structured field. In a recent we... 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