Controlled experiments are designed to test a specific hypothesis, but there are challenges with designing the experiment so that it has ecological validity. Cognitive models offer a theoretical framework for explaining why and how things happen (e.g., how interruptions affect productivity), but these models can be complex and difficult to develop. Observational studies offer a rich description of situated activity, but these studies are resource intensive and can produce an overwhelming amount of data of which to make sense.
