Reviews psychological research on learning by doing, noting the role that learning-by-doing can play in education and training. Discusses how one University of Pittsburgh professor/researcher and his colleagues and students implemented this approach and describes lessons learned from the experience, explaining how improved forms of learning-by-doing can be supported by information technology. (SM)