If you can’t trust your data, there’s no point analyzing it—that’s why so many quality improvement projects include measurement system analysis, or MSA. The most common MSA is the Gage Repeatability and Reproducibility (R&R) study, which assesses the amount and sources of variation in your measurements.
The standard approach to Gage R&R is so pervasive, we rarely question it: