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
The tools matter and the tools don't matter - Austin Kleon An Article by Austin Kleon austinkleon.com Though you might not think it from the comic, I’m actually sympathetic to questions about tools and process, as I myself am a kind of process junky. I love hearing about how other writers work. I’m also not someone who dismisses questions about tools with the line “the tools don’t matter.” In fact, I think tools matter so much that if you don’t talk about them correctly you can do some damage. ...What I love about John Gardner and Lynda Barry is that they believe that the tools you use do matter, but the point, for them, is finding the proper tools that get you to a certain way of working in which you can get your conscious, mechanical mind out of the way so that your dreaming can go on, undeterred. You have to find the right tools to help your voice sing. toolsmakingdreams