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
Can't developers just see? We designers love artboards. From rough UI sketches to high fidelity mockups, we see ourselves as visual artists expressing ideas on artboards that have a pre-defined width and height. To start a new project, we declare the size of the artboard in the first step. What about responsive design? Not a problem! We diligently design on three artboards — one for mobile, one for tablet, and one for desktop — with content elegantly adapting, scaling, reflowing, reordering, and reprioritizing. We proudly hand off the artboards to developers while patting ourselves on the back: this is how responsive design should be done. After weeks of arduous engineering, the product finally comes out. We find, to our great dismay, that some copy is hanging off the grid, the focal point of the hero image has been cropped out, the font sizes don’t even come close to the type ramp. What went wrong? Can’t the developers just see everything on all those artboards? Nope. Chuánqí Sun, Beyond Artboards Start drawing, then put the box around it