Other Data Quality Issues

Note

This page is under development.

What it is

Why it happens

  • Duplicate entries across systems
  • Missing or incorrect dates
  • Missing strata variables (e.g. race/ethnicity)
  • Incompatible formats
  • Changes in testing or admission practices over time
  • Changes in case definitions or reimbursement schemes

How it affects analysis

How to identify it