Observe data collection at the moment of measurement See, observe, learn how data are collected at moment and place of measurement. "You never learn more about a process than when you directly observe how data are actually measured," said Cuthbert Daniel, a superb applied statistician. See with fresh eyes. Walk around what you want to learn about. Talk to those who do measurements. See how numbers came to be. Do those measuring know the desired answer? Are those measuring skilled, alert, honest, biased, incompetent, sloppy, tired and emotional?...Artifacts and errors in measurements measured? How are outliers adjudicated? Edward Tufte, Seeing With Fresh Eyes uxmeasurement
State of the Windows An Article ntdotdev.wordpress.com How many layers of UI inconsistencies are in Windows 10? We’ve all heard this riddle: if you dig down deep enough in Windows 10, you’ll find elements that date from Windows 3.x days. But is it actually true? In this article we’ll discover just how many UI layers are in Windows and when they were first introduced. How Buildings Learn interfaces