If you are wanting to address Data Quality errors, what report would be your best option to run?

• A. HUDX-225 HMIS Data Quality Report
• B. HUDX-227 Annual Performance Report [FY 2020]
• C. GNRL-103 Service Census
• D. STFF-101 User Activity Report

Answer: (A)

When you’re aiming to fix data quality errors, you want a report that directly surfaces where data quality is lacking. The HUDX-225 HMIS Data Quality Report is built for that purpose: it highlights missing fields, invalid values, and inconsistent data across the HMIS dataset, flags records that fail validation, and shows trends by program or time period. This gives you actionable insight into exactly where to focus corrections and how data quality is changing over time, making it the most effective choice for addressing data quality issues.

The other reports serve different purposes. The Annual Performance Report centers on performance metrics and outcomes, not on identifying data quality problems. The Service Census summarizes services delivered, not data quality. The User Activity Report shows system usage and user actions, which can be useful for auditing but doesn’t diagnose data quality errors.