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
A time to build and a time to repair An Article by Elizabeth M. Renieris www.cigionline.org There is a time to build and a time to repair. Repairing what is broken is difficult and important work that requires contextualizing technology and working within creative constraints…If we just keep building without repairing what exists or applying lessons learned along the way, we will continue to spin our wheels as the same problems accumulate and amplify. In this way, our technology may evolve, but our relationship to it (and to each other) can only degrade. Builder Brain repairbuildingtechnology