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 the data elements that were most difficult to submit, potential reasons for incomplete data, and strategies to improve completeness for the 2021 submission.

Webinar Sections

Introduction (0:00)

Purpose of the webinar, presenter introductions, outline of webinar, recommendations for those new to the ADR.

Data Management Practices (7:14)

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 (13:58)

Challenges and strategies for demographic data quality.

Enrollment Data Quality Issues (15:58)

Common data quality issues and strategies for enrollment data.

Insurance Data Quality Issues (22:45)

Common issues and strategies for improving accuracy in insurance data. Plus, a definition of full vs partial premiums.

Medication Data Quality Issues (36:37)

Common data quality issues and strategies for medication data.

Clinical Data Quality Issues (39:20)

Challenges and strategies for clinical data quality.

Clinical Data Quality Issues (43:38)

Tools available for data review, overview of TA providers, and additional ADR resources.

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