--- title: HealthVerity Blog | Solutions & Best Practices description: Solutions & Best Practices | 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. [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/) - 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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 # Solutions & Best Practices [![SDoH data for efficient, patient-centered clinical trials](https://blog.healthverity.com/hubfs/New%20HV%20Blogs%20July%202026/SDoH%20data%20for%20efficient%20patient-centered%20clinial%20trials.webp)](https://blog.healthverity.com/sdoh-data-efficient-patient-centred-clinical-trials) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Commercial Pharmaceutical](https://blog.healthverity.com/tag/commercial-pharmaceutical) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [SDoH data for efficient, patient-centered clinical trials](https://blog.healthverity.com/sdoh-data-efficient-patient-centred-clinical-trials) By [HealthVerity](https://blog.healthverity.com/author/healthverity) September 16, 2026 The social determinants of health (SDoH) are a key component of understanding and delivering better... [Read More](https://blog.healthverity.com/sdoh-data-efficient-patient-centred-clinical-trials) [![An integrated approach for deeper insight with both open and closed claims data](https://blog.healthverity.com/hubfs/New%20HV%20Blogs%20July%202026/An%20integrated%20approach%20for%20deeper%20insight%20with%20both%20open%20and%20closed%20claims%20data.webp)](https://blog.healthverity.com/an-integrated-approach-for-deeper-insight-with-both-open-and-closed-claims-data) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [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) By [HealthVerity](https://blog.healthverity.com/author/healthverity) July 20, 2026 Pharma teams are under sharper financial scrutiny and policy pressure than they've been in years,... [Read More](https://blog.healthverity.com/an-integrated-approach-for-deeper-insight-with-both-open-and-closed-claims-data) [![Open claims vs. closed payer claims: What’s the difference?](https://blog.healthverity.com/hubfs/open-claims-vs-closed-payer-claims.png)](https://blog.healthverity.com/open-claims-vs-closed-payer-claims) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [taXonomy](https://blog.healthverity.com/tag/taxonomy) [Marketplace](https://blog.healthverity.com/tag/marketplace) ###### [Open claims vs. closed payer claims: What’s the difference?](https://blog.healthverity.com/open-claims-vs-closed-payer-claims) By [Andrew Goldberg, COO, HealthVerity](https://blog.healthverity.com/author/andrew-goldberg) June 22, 2026 Open claims and closed payer claims data are essential for understanding the status and activities... [Read More](https://blog.healthverity.com/open-claims-vs-closed-payer-claims) [![Why reliable mortality measurement in real-world evidence matters](https://blog.healthverity.com/hubfs/ask-an-expert-blog-featured-alt-5.png)](https://blog.healthverity.com/why-reliable-mortality-measurement-in-real-world-evidence-matters) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [taXonomy](https://blog.healthverity.com/tag/taxonomy) ###### [Why reliable mortality measurement in real-world evidence matters](https://blog.healthverity.com/why-reliable-mortality-measurement-in-real-world-evidence-matters) By [John Cosenza](https://blog.healthverity.com/author/john-cosenza) June 4, 2026 Understanding mortality in taXonomy and the importance of post mortem activity This is the third... [Read More](https://blog.healthverity.com/why-reliable-mortality-measurement-in-real-world-evidence-matters) [![When billed and allowed amounts aren’t enough: HealthVerity market cost offering in taXonomy](https://blog.healthverity.com/hubfs/when-billed-and-allowed-amounts-arent-enough-featured.png)](https://blog.healthverity.com/when-billed-and-allowed-amounts-arent-enough) [Thought Leadership](https://blog.healthverity.com/tag/thought-leadership) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [taXonomy](https://blog.healthverity.com/tag/taxonomy) ###### [When billed and allowed amounts aren’t enough: HealthVerity market cost offering in taXonomy](https://blog.healthverity.com/when-billed-and-allowed-amounts-arent-enough) By [John Cosenza](https://blog.healthverity.com/author/john-cosenza) April 22, 2026 A better way to measure healthcare costs in closed claims data This is the second post in our... 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HealthVerity eXOs validation study says yes](https://blog.healthverity.com/hubfs/can-you-trust-ai-for-rwe-healverity-exos-validation-study-says-yes-featured.png)](https://blog.healthverity.com/can-you-trust-ai-for-rwe-healthverity-exos-validation-study-says-yes) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [AI](https://blog.healthverity.com/tag/ai) [eXOs](https://blog.healthverity.com/tag/exos) ###### [Can you trust AI for RWE? HealthVerity eXOs validation study says yes](https://blog.healthverity.com/can-you-trust-ai-for-rwe-healthverity-exos-validation-study-says-yes) By [HealthVerity](https://blog.healthverity.com/author/healthverity) April 6, 2026 Artificial intelligence is moving quickly into healthcare research, but one question still comes... 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[Read More](https://blog.healthverity.com/the-role-of-real-world-data-in-advancement-of-alzheimers-treatments) [![5 questions RWE & HEOR teams should ask data vendors in an RFP](https://blog.healthverity.com/hubfs/5-questions-rwe-teams-should-ask-data-providers-in-an-rfp-featured.png)](https://blog.healthverity.com/5-questions-rwe-heor-teams-should-ask-data-vendors-in-an-rfp) [Solutions & Best Practices](https://blog.healthverity.com/tag/solutions-best-practices) [HEOR](https://blog.healthverity.com/tag/heor) ###### [5 questions RWE & HEOR teams should ask data vendors in an RFP](https://blog.healthverity.com/5-questions-rwe-heor-teams-should-ask-data-vendors-in-an-rfp) By [HealthVerity](https://blog.healthverity.com/author/healthverity) February 5, 2026 RWE and HEOR teams face increasing pressure to produce evidence that holds up beyond internal... 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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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