What is accuracy?

What is accuracy?

Quantum defines the accuracy dimension as “the degree to which observations correctly describe what it was designed to measure”.

In practice, accuracy assesses whether a data value correctly represents the real-world entity or fact it is intended to capture. It considers whether the information is factually correct, error-free, and can be independently verified using a reliable source or reference. High data accuracy enables real-world entities to be correctly identified and to function as intended within processes or systems.

For example, you can check the ratio of records in a measurement table that have values "out of range", and not clinicaly plausible.

Accuracy and precision are not synonyms. Saying that "Einstein was born in the 19th century" isn't very precise, but it is accurate. Saying that "Einstein was born on September 5, 1925, at 8:35:54 PM" is very precise, but completely inaccurate.