--- title: HealthVerity Blog | HealthVerity (7) description: Read the latest insights and research from the HealthVerity team. (7) image: https://blog.healthverity.com/hubfs/healthverity-blog.png --- Announcing HealthVerity Precision Event Alerts, a next-generation physician alerting solution. [Learn more](https://healthverity.com/news/healthverity-precision-event-alerts-launch/) - [Contact](https://healthverity.com/contact/) - [Sign In](https://marketplace.healthverity.com/login/?next=/marketplace/) [![HealthVerity-Logo-Dark-3](https://blog.healthverity.com/hs-fs/hubfs/HealthVerity-Logo-Dark-3.png?width=1662&height=320&name=HealthVerity-Logo-Dark-3.png)](https://healthverity.com/) - How We Help - Featured Content - [HealthVerity MarketplaceTM](https://healthverity.com/marketplace/healthverity-marketplace/) - [HealthVerity TaxonomySM](https://healthverity.com/taxonomy-portal/) - [Life Sciences](https://healthverity.com/life-sciences/) - [Identity Manager (HVID)](https://healthverity.com/identity-manager/) - Data Ecosystem - [HealthVerity MarketplaceTM](https://healthverity.com/marketplace/healthverity-marketplace/) - [HealthVerity TaxonomySM](https://healthverity.com/taxonomy-portal/) - [Precision Event Alerts](https://healthverity.com/precision-event-alerts/) - [HealthVerity Mastersets](https://healthverity.com/mastersets/portal/) - [Media Measurement](https://healthverity.com/media-measurement/) - [Insurance Underwriting](https://healthverity.com/insurance-underwriting/) - Technology Products - [Identity Manager (HVID)](https://healthverity.com/identity-manager/) - [HealthVerity FLOW](https://healthverity.com/flow/portal/) - [Governance Manager](https://healthverity.com/governance-manager/) - [Smart Contracts](https://healthverity.com/smart-contracts-manager/) - Symphony - Symphony Health Platform - [Symphony Health Overview](https://healthverity.com/symphony-health/overview/) - [Integrated Dataverse](https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/) - [Symphony HealthCloud](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/) - Symphony Solutions - [Health technology and business intelligence solutions](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/) - [Integrated Dataverse and Source Solutions](https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/) - [Brand strategy and sales](https://healthverity.com/symphony-health/optimize-brand-strategy-and-sales-effectiveness/) - [HealthRankings](https://healthverity.com/symphony-health/health-rankings/) - [Market access](https://healthverity.com/symphony-health/solve-market-access-challenges/) - [Patient Journey](https://healthverity.com/symphony-health/understand-the-patient-journey/) - [Medicines affordability](https://healthverity.com/symphony-health/making-medicines-more-affordable/) - Symphony Products - [PayerSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PayerSource.pdf) - [PrescriberSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PrescriberSource.pdf) - [PatientSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSource.pdf) - [PatientSourceCompleteTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceComplete.pdf) - [PatientSourceDUOTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-PatientSourceDUO.pdf) - [Symphony FLEXTM](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Symphony-FLEX.pdf) - [CustomerSource®](https://healthverity.com/symphony-health/integrated-dataverse-and-source-solutions/) - [DiagnosticSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-DiagnosticSource.pdf) - [NonRetailSource®](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-NonRetailSource.pdf) - Symphony Technology - [Symphony HealthCloud](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/) - [Synoma Data Integration](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/) - [Vantage Applications](https://blog.healthverity.com/hubfs/HealthVerity-Symphony-PDFs/HealthVerity-Symphony-Health-Factsheet-Vantage-Applications.pdf) - [Metys](https://healthverity.com/symphony-health/health-technology-and-business-intelligence-solutions/metys/) - Who We Serve - [Life Sciences](https://healthverity.com/life-sciences/) - [Government](https://healthverity.com/government/) - [Insurance](https://healthverity.com/insurance/) - [Channel Partners](https://healthverity.com/channel-partners/) - [Data Ecosystem Partners](https://healthverity.com/data-ecosystem-partners/) - Resources - [HealthVerity Blog](https://blog.healthverity.com/) - [News & Events](https://healthverity.com/resources/news-and-events/) - [Resource Library](https://healthverity.com/resources/resource-library/) - [Publications](https://healthverity.com/resources/publications/) - [The IPGE Approach](https://healthverity.com/ipge-approach/) - [Zombie Data Explained](https://healthverity.com/get-verified/) - [Careers](https://healthverity.com/careers/) - [About Us](https://healthverity.com/about-us/) [Request Demo](https://healthverity.com/request-demo/) # HealthVerity Blog [know more](https://www.hubspot.com/) - Read the latest insights from the HealthVerity team. [![HealthVerity at ISPOR 2025: Solving RWD Challenges in Pharma and HEOR](https://blog.healthverity.com/hubfs/ispor-2025-blog.png)](https://blog.healthverity.com/healthverity-at-ispor-2025-solving-rwd-challenges-in-pharma-and-heor) [Industry Updates](https://blog.healthverity.com/tag/industry-updates) [HEOR](https://blog.healthverity.com/tag/heor) ###### [HealthVerity at ISPOR 2025: Solving RWD Challenges in Pharma and HEOR](https://blog.healthverity.com/healthverity-at-ispor-2025-solving-rwd-challenges-in-pharma-and-heor) By [HealthVerity](https://blog.healthverity.com/author/healthverity) May 19, 2025 Thank you to everyone who joined us at ISPOR 2025 in Montreal. Whether you stopped by our booth,... [Read More](https://blog.healthverity.com/healthverity-at-ispor-2025-solving-rwd-challenges-in-pharma-and-heor) [![HealthVerity data strengthens regulatory submissions and clinical trials](https://blog.healthverity.com/hubfs/real-world-evidence-is-only-as-strong.png)](https://blog.healthverity.com/how-healthverity-data-strengthens-regulatory-submissions-and-clinical-trials) [Case Studies](https://blog.healthverity.com/tag/case-studies) [Marketplace (RWD)](https://blog.healthverity.com/tag/marketplace-rwd) ###### [HealthVerity data strengthens regulatory submissions and clinical trials](https://blog.healthverity.com/how-healthverity-data-strengthens-regulatory-submissions-and-clinical-trials) By [HealthVerity](https://blog.healthverity.com/author/healthverity) May 15, 2025 Why data provenance matters for regulatory submissions and clinical trials Regulators increasingly... [Read More](https://blog.healthverity.com/how-healthverity-data-strengthens-regulatory-submissions-and-clinical-trials) [![Curated data in life sciences: the cornerstone of research readiness and precision](https://blog.healthverity.com/hubfs/curated-patient-claims-data-for-research-precision.png)](https://blog.healthverity.com/curated-patient-claims-data-for-research-precision) [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims) ###### [Curated data in life sciences: the cornerstone of research readiness and precision](https://blog.healthverity.com/curated-patient-claims-data-for-research-precision) By [HealthVerity](https://blog.healthverity.com/author/healthverity) May 6, 2025 This is part three of a three-part series on the essential qualities of claims data for life... [Read More](https://blog.healthverity.com/curated-patient-claims-data-for-research-precision) [![Consistent data in life sciences: the key to reliable, reproducible, and actionable research](https://blog.healthverity.com/hubfs/Consistent-data-in-life-sciences-the-key-to-reliable-reproducible-and-actionable-research-featured.png)](https://blog.healthverity.com/consistent-patient-claims-data-for-elevated-research) [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims) ###### [Consistent data in life sciences: the key to reliable, reproducible, and actionable research](https://blog.healthverity.com/consistent-patient-claims-data-for-elevated-research) By [HealthVerity](https://blog.healthverity.com/author/healthverity) April 22, 2025 This is part two of a three-part series (read part 1, part 3) on the essential qualities of claims... [Read More](https://blog.healthverity.com/consistent-patient-claims-data-for-elevated-research) [![The best closed claims data for RWE and HEOR — HealthVerity taXonomy](https://blog.healthverity.com/hubfs/comprehensive-patient-claims-data-for-elevated-RWE-findings-featured.png)](https://blog.healthverity.com/comprehensive-patient-claims-data-for-elevated-rwe-findings) [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims) ###### [The best closed claims data for RWE and HEOR — HealthVerity taXonomy](https://blog.healthverity.com/comprehensive-patient-claims-data-for-elevated-rwe-findings) By [HealthVerity](https://blog.healthverity.com/author/healthverity) April 8, 2025 This is part one of a three-part series (read part 2, part 3) on the essential qualities of claims... [Read More](https://blog.healthverity.com/comprehensive-patient-claims-data-for-elevated-rwe-findings) [![Verified Data: The foundation of trust in real-world evidence](https://blog.healthverity.com/hubfs/verified-data-the-foundation-of-trust-in-real-world-evidence.png)](https://blog.healthverity.com/verified-data-the-foundation-of-trust-in-real-world-evidence) ###### [Verified Data: The foundation of trust in real-world evidence](https://blog.healthverity.com/verified-data-the-foundation-of-trust-in-real-world-evidence) By [HealthVerity](https://blog.healthverity.com/author/healthverity) February 20, 2025 The problem with Zombie Data—And the critical need for Verified Data In life sciences, where... [Read More](https://blog.healthverity.com/verified-data-the-foundation-of-trust-in-real-world-evidence) [![How to optimize real-world data with lab results for clinical trials & HEOR](https://blog.healthverity.com/hubfs/a-guide-to-optimizing-real-world-data-labs-1.png)](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor) ###### [How to optimize real-world data with lab results for clinical trials & HEOR](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results) By [HealthVerity](https://blog.healthverity.com/author/healthverity) February 13, 2025 Key benefits of real-world lab data for life sciences and pharma Real-world lab results enhance... [Read More](https://blog.healthverity.com/a-guide-to-optimizing-real-world-data-lab-results) [![Zombie Data: The silent threat to real-world data in life sciences](https://blog.healthverity.com/hubfs/Zombie-data-3.png)](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) ###### [Zombie Data: The silent threat to real-world data in life sciences](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences) By [HealthVerity](https://blog.healthverity.com/author/healthverity) January 27, 2025 In the rapidly evolving world of real-world data (RWD) for life sciences and commercial... [Read More](https://blog.healthverity.com/zombie-data-the-silent-threat-to-real-world-data-in-life-sciences) [![What’s Broken in Audience Targeting - And How to Fix It](https://blog.healthverity.com/hubfs/powering-the-next-generation-of-audience-targeting-activation-and-measurement-blog.png)](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Commercial Pharma](https://blog.healthverity.com/tag/commercial-pharma) ###### [What’s Broken in Audience Targeting - And How to Fix It](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting) By [HealthVerity](https://blog.healthverity.com/author/healthverity) September 27, 2024 The one constant in healthcare marketing is change, particularly in four key areas: Evolving... [Read More](https://blog.healthverity.com/powering-the-next-generation-of-audience-targeting) [![Unlock open and closed claims data with taXOnomy: Claim better outreach](https://blog.healthverity.com/hubfs/claim-better-outreach-blog.png)](https://blog.healthverity.com/claim-better-outreach) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) ###### [Unlock open and closed claims data with taXOnomy: Claim better outreach](https://blog.healthverity.com/claim-better-outreach) By [HealthVerity](https://blog.healthverity.com/author/healthverity) September 25, 2024 In the evolving world of real-world data (RWD), pharmaceutical companies are increasingly focused... [Read More](https://blog.healthverity.com/claim-better-outreach) ###### Search Search ###### Category - [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) - [Trends & Insights](https://blog.healthverity.com/tag/trends-insights) - [HEOR](https://blog.healthverity.com/tag/heor) - [Marketplace (RWD)](https://blog.healthverity.com/tag/marketplace-rwd) - [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) - [Industry Updates](https://blog.healthverity.com/tag/industry-updates) - [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims) - [Case Studies](https://blog.healthverity.com/tag/case-studies) - [Commercial Pharma](https://blog.healthverity.com/tag/commercial-pharma) - [AI](https://blog.healthverity.com/tag/ai) - [Government](https://blog.healthverity.com/tag/government) - [eXOs](https://blog.healthverity.com/tag/exos) - [Audiences](https://blog.healthverity.com/tag/audiences) - [taXonomy Pathways](https://blog.healthverity.com/tag/taxonomy-pathways) - [Clinical Notes](https://blog.healthverity.com/tag/clinical-notes) - [Rare Diseases](https://blog.healthverity.com/tag/rare-diseases) ###### Popular Post - [The GLP-1 trend: What the real-world data reveals](https://blog.healthverity.com/the-glp-1-surge-what-the-real-world-data-reveals) - [GLP-1 trends 2025: real-world data, patient outcomes & future therapies](https://blog.healthverity.com/glp-1-trends-2025-real-world-data-patient-outcomes-future-therapies) - [Open claims vs. closed payer claims: What’s the difference?](https://blog.healthverity.com/open-claims-vs-closed-payer-claims) - [An integrated approach for deeper insight with both open and closed claims data](https://blog.healthverity.com/an-integrated-approach-for-deeper-insight-with-both-open-and-closed-claims-data) - [GLP‑1 real‑world data for obesity: A new standard for metabolic care](https://blog.healthverity.com/glp-1-real-world-data-for-obesity-a-new-standard-for-metabolic-care) ###### Subscribe ###### Page: [1](https://blog.healthverity.com/author/healthverity/page/1) [...](https://blog.healthverity.com/author/healthverity/page/2) [5](https://blog.healthverity.com/author/healthverity/page/5) [6](https://blog.healthverity.com/author/healthverity/page/6) [7](https://blog.healthverity.com/author/healthverity/page/7) [8](https://blog.healthverity.com/author/healthverity/page/8) [9](https://blog.healthverity.com/author/healthverity/page/9) [...](https://blog.healthverity.com/author/healthverity/page/12) [15](https://blog.healthverity.com/author/healthverity/page/15) [Next](https://blog.healthverity.com/author/healthverity/page/8) [Prev](https://blog.healthverity.com/author/healthverity/page/6) [5](https://blog.healthverity.com/author/healthverity/page/5) [6](https://blog.healthverity.com/author/healthverity/page/6) [7](https://blog.healthverity.com/author/healthverity/page/7) [8](https://blog.healthverity.com/author/healthverity/page/8) [9](https://blog.healthverity.com/author/healthverity/page/9) [Next](https://blog.healthverity.com/author/healthverity/page/8) - [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) - [Open & Closed Claims](https://blog.healthverity.com/tag/open-closed-claims) - [Marketplace (RWD)](https://blog.healthverity.com/tag/marketplace-rwd) ## [Open claims data explained: Benefits, limitations and real-world use cases](https://blog.healthverity.com/open-claims-data-explained-benefits-limitations-and-real-world-use-cases) Know what open claims data can reveal and when it’s the right starting point for research Adding open claims to a closed-claims cohort can meaningfully expand the patients you can study, the prescribers you can see and the observable history you have... [Read more](https://blog.healthverity.com/open-claims-data-explained-benefits-limitations-and-real-world-use-cases) - [Solutions & Best Practices (82)](https://blog.healthverity.com/tag/solutions-best-practices) - [Trends & Insights (40)](https://blog.healthverity.com/tag/trends-insights) - [HEOR (29)](https://blog.healthverity.com/tag/heor) - [Marketplace (RWD) (29)](https://blog.healthverity.com/tag/marketplace-rwd) - [Thought Leadership (25)](https://blog.healthverity.com/tag/thought-leadership) - [Industry Updates (19)](https://blog.healthverity.com/tag/industry-updates) - [Open & Closed Claims (18)](https://blog.healthverity.com/tag/open-closed-claims) - [Case Studies (13)](https://blog.healthverity.com/tag/case-studies) - [Commercial Pharma (11)](https://blog.healthverity.com/tag/commercial-pharma) - [AI (10)](https://blog.healthverity.com/tag/ai) - [Government (10)](https://blog.healthverity.com/tag/government) - [eXOs (8)](https://blog.healthverity.com/tag/exos) - [Audiences (5)](https://blog.healthverity.com/tag/audiences) - [taXonomy Pathways (4)](https://blog.healthverity.com/tag/taxonomy-pathways) - [Clinical Notes (3)](https://blog.healthverity.com/tag/clinical-notes) - [Rare Diseases (1)](https://blog.healthverity.com/tag/rare-diseases) ### Contact us #### Who we serve - [Life Sciences](https://healthverity.com/life-sciences/) - [Government](https://healthverity.com/government/) - [Insurance](https://healthverity.com/insurance/) - [Channel Partners](https://healthverity.com/channel-partners/) - [Data Ecosystem Partners](https://healthverity.com/data-ecosystem-partners/) #### How we help - [HealthVerity Marketplace](https://healthverity.com/marketplace/) - [HealthVerity Mastersets](https://healthverity.com/mastersets/) - [HealthVerity FLOW](https://healthverity.com/flow/) - [The IPGE Approach](https://healthverity.com/ipge-approach/) #### Resources - [HealthVerity Blog](https://blog.healthverity.com/) - [News & Events](https://healthverity.com/resources/news-and-events/) - [Resource Library](https://healthverity.com/resources/resource-library/) - [Publications](https://healthverity.com/resources/publications/) #### Our company - [About Us](https://healthverity.com/about-us/) - [Leadership](https://healthverity.com/about-us/#leadership) - [Board of Directors](https://healthverity.com/about-us/#board) - [Careers](https://healthverity.com/careers/) - [Contact](https://healthverity.com/contact/) ©2026 HealthVerity, Inc.    |    [Terms & Conditions](https://healthverity.com/terms-and-conditions/)    |    [Privacy Policy](https://healthverity.com/privacy-policy/)