Table 2.
Overview of data quality checks in the PCI registry of the Netherlands Heart Registration after uploading of the dataset
| Type of control | Examples |
|---|---|
| Missing values | Variables that are coded as missing values, due to missing data |
| Correct missing values: missing date of complication because there was no complication | |
| Missing values for left ventricular ejection fraction are only allowed if PCI indication is STEMI or non-STEMI | |
| Domain error | Age: should be between 0 and 120 years |
| Intervention number for the conducted intervention should be unique across years | |
| Implantation codes not uploaded according to specifications | |
| Logical controls | A patient with out-of-hospital cardiac arrest cannot have the indication elective |
| It is unlikely that a patient with a chronic total occlusion is a STEMI patient | |
| If a patient died, the date of target vessel revascularisation should be before the date of death |
PCI percutaneous coronary intervention, STEMI ST-elevation myocardial infarction