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
UI and Capability An Article by Ryan Singer rjs.medium.com I’m very conscious of whether I am affording a feature or styling it. It’s important to distinguish because they look the same from a distance. ...Affording a capability and styling it are both important. But it’s essential to know which one you are doing at a given time. Style is a matter of taste. Capability and clarity are not. They are more objective. That person standing at the edge of the chasm cares more about accomplishing their task than the details of the decor. functionstyledesign