2019 ADR Data Quality: Lessons from Outreach

Data Integration, Systems and Quality (DISQ) Team, Ryan White Data Support

Summary of ADR data quality in 2019 and improvements for 2020. Presenters focused on:

  • Data elements that were most difficult to submit
  • Potential reasons for incomplete data
  • Strategies to improve completeness for the 2020 submission

Webinar Sections

Introduction (0:00)

Purpose of the webinar, presenter introductions, outline of webinar.

Data Management Practices (4:20)

How ADAPs gather data and create the XML file for the ADR. Plus, a few strategies to improve ADR data quality.

Demographic Data Quality Issues (7:48)

Challenges and strategies for demographic data quality.

Enrollment Data Quality Issues (9:17)

Common data quality issues and strategies for enrollment data.

Insurance Data Quality Issues (14:30)

Common issues and strategies for improving accuracy in insurance data. Plus a new tool from DISQ to review medication data.

Medication Data Quality Issues (24:19)

Common data quality issues and strategies for medication data.

Clinical Data Quality Issues (33:21)

Challenges and strategies for clinical data quality.

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