The Ultimate Guide To Measuring Everything: A Comprehensive Measurement Framework
To “measure everything,” understanding precision, accuracy, and validity is crucial. Precision refers to the consistency of measurements, while accuracy reflects their proximity to the true value. Sensitivity and specificity indicate the ability to correctly identify true positives and true negatives in diagnostic testing. Addressing bias and random error, choosing appropriate measurement scales (nominal, ordinal, interval,…