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
Apprenticeship: An Internship Replacement An Essay by Ivana McConnell louderthanten.com Universities are often too large, dulling the student-educator relationship. Internships are often transitory and involve large volumes of work without context or learning: building web pages or presentations from pre-built components to meet a deadline, for example. It’s work that people need to do, but it doesn’t require learning or understanding the client or the project. Thankfully, there is a middle ground that we seem to have forgotten about in tech: the apprenticeship. craftlearningwork