Master NCQA's Data Aggregator Validation with PSV In Practice
Training Series
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Imagine a world where data discrepancies are a thing of the past.
Prepare for NCQA’s Data Aggregator Validation with a practical introduction to Primary Source Verification’s (PSV) most common data discrepancies found in the program. PSV is the process of reconciling data in an NCQA-conformed outbound file with its original EHR source. Led by Megan Wilson-Hunting, QMetrics’ Senior Director of Quality Programs and PSV Lead, this training series helps current and future program participants avoid common pitfalls and strengthen their internal PSV processes before beginning a cohort.
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Purchase today and take the next step toward validation readiness.
Ideal for responsible parties, validation teams, data analysts, quality professionals, and technical staff preparing for the NCQA Data Aggregator Validation Program. Equip your team with a clearer understanding of PSV expectations and the checks to incorporate into internal review processes before cohort activities begin.
PSV in Practice Training Series: An Introduction
This first training course for the series, participants will explore: The program’s PSV framework including the sampling methodology, critical data elements, and pass/fail criteria. The relationship between data validation, usability, and HEDIS® standard supplemental data. How critical data elements are represented within CCD® and C-CDA® files. The differences between Operational Errors, Data Errors, and Identified Discrepancies. Program “showstoppers,” including missed deadlines, nonconforming files, unsubmitted cases, and outbound-file changes.
$500.00 USD
PSV in Practice Training Series: Demographics & Dates
This second training course for the series, participants will explore: Understand the clinical and program purpose of each featured data element: Patient Name, Patient DOB, Ingestion Site/Facility Name, Race/Ethnicity, Targeted Patient Encounter, Targeted Patient Stay. How critical data elements are represented within CCD® and C-CDA® files. Identify when an individual discrepancy may indicate a broader data-integrity issue.
$500.00 USD
PSV in Practice Training Series: Vital Signs
This third training course for the series, participants will explore: Understand the clinical and program purpose of each featured data element: Blood Pressure, Height, Weight, BMI Value, BMI Percentile, and Pain Assessment. How critical data elements are represented within CCD® and C-CDA® files. Identify when an individual discrepancy may indicate a broader data-integrity issue.
$500.00 USD
PSV in Practice Training Series: Test Results
This fourth training course for the series, participants will explore: Common data discrepancies identified in NCQA's Data Aggregator Validation Program related to Lab Tests & Results and Imaging Tests & Results. Real-world examples of operational errors, data errors, and identified discrepancies that can impact validation outcomes. How issues such as incorrect code mapping, date-of-service inaccuracies, result mismatches, and documentation discrepancies occur and why they create validation challenges. Practical approaches to identifying, investigating, and preventing common test result data issues before validation activities begin. Strategies to improve data quality, accuracy, and validation readiness for lab and imaging data submissions.
$500.00 USD
PSV in Practice Training Series: Visit Events
This fifth training you will explore: Common operational errors, data errors, and identified discrepancies found during validation of Visit Event data. The role and importance of Problems, Encounter Diagnoses, and Procedures within the NCQA Data Aggregator Validation Program. How discrepancies occur between EHR documentation and outbound XML files. Common coding, mapping, and documentation issues involving SNOMED, ICD-10, CPT, HCPCS, and LOINC code sets. Date of service challenges, including historical events, ordered services, and documentation timing issues that can create validation failures. Real-world examples illustrating how data quality issues impact the accuracy, value, and usability of Visit Event data. Practical approaches to improving internal PSV processes and identifying high-risk discrepancies before submission.
$500.00 USD
PSV in Practice Training Series: Other Data Elements
In this sixth training course for the series, participants will explore:
- Understand the clinical and program purpose of each featured data element: Allergies, Social History, Immunizations, Medications, Functional Status, Questionnaires, Advanced Directives.
- How critical data elements are represented within CCD® and C-CDA® files.
- Identify when an individual discrepancy may indicate a broader data-integrity issue.
Strengthen Data Integrity
Our course helps you identify and prevent the most common data discrepancies swiftly and accurately.
Reduce Risk
Learn from seasoned professionals with extensive experience in NCQA's Data Aggregator Validation Program.
Pass with Confidence
Enhance your skill set and participate in the cohort with confidence.
Meet Your Master Trainer:
Megan Hunting, MA
Gain expert insight from one of the foremost authorities in Primary Source Verification (PSV). As the PSV Lead for the QMetrics Validator Team and co-developer of NCQA’s Data Aggregator Validation program methodology and PSV manuals, your trainer brings unparalleled experience and insider knowledge to this course.
With deep expertise in data validation, regulatory standards, and real-world audit implementation, she’ll guide you through common discrepancies found during the program—and how to prevent them.
